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Inkling-Small-GGUF
lyssquant/Inkling-Small-GGUF
Inkling-Small-GGUF is a image-text-to-text model from lyssquant. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
<div <p style="margin: 0 0 0px 0; margin-top: 0px;" <emSee <a href="https://unsloth.ai/docs/basics/unsloth-dynamic-v2.0-gguf"Unsloth Dynamic 2.0 GGUFs</a for our quantization benchmarks.</em </p <div style="display: f…
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At a glance
- Task
- Image-Text-to-Text
- License
- apache-2.0
- Access
- Public
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026
- SHA
- 7537fc6d
Try a prompt
Base models
Model card
From the Hugging Face model README
Read our How to Run Inkling Guide!
<div> <p style="margin: 0 0 0px 0; margin-top: 0px;"> <em>See <a href="https://unsloth.ai/docs/basics/unsloth-dynamic-v2.0-gguf">Unsloth Dynamic 2.0 GGUFs</a> for our quantization benchmarks.</em> </p> <div style="display: flex; gap: 5px; align-items: center; margin-bottom: 0px;"> <a href="https://github.com/unslothai/unsloth/"> <img src="https://github.com/unslothai/unsloth/raw/main/images/unsloth%20new%20logo.png" width="133"> </a> <a href="https://discord.gg/unsloth"> <img src="https://github.com/unslothai/unsloth/raw/main/images/Discord%20button.png" width="173"> </a> <a href="https://unsloth.ai/docs/models/inkling"> <img src="https://raw.githubusercontent.com/unslothai/unsloth/refs/heads/main/images/documentation%20green%20button.png" width="143"> </a> </div> <ul style="margin: 0;"> <li>You can now run Inkling in <a href="https://github.com/unslothai/unsloth/">Unsloth Studio</a> with toggles for Thinking.</li> <li>Read our <a href="https://unsloth.ai/docs/models/inkling">Inkling guide</a> for analysis and instructions.</li> <li>See below for example of <b>1-bit UD-IQ1_S</b> GGUF running in Unsloth:</li> </ul> </div> <img width="600" alt="Inkling in unsloth studio" src="https://cdn-uploads.huggingface.co/production/uploads/62ecdc18b72a69615d6bd857/gvmCZ7Lotw8AtazdT5FYP.gif" />Inkling
<img src="https://cdn-uploads.huggingface.co/production/uploads/630e8f0bf6f6d700f50ebd2e/AvmDwmrWRMnKjOWvmLieg.png" style="display: block;margin-left: auto;margin-right: auto;width: 30%;"> <p align="center"> <a href="https://huggingface.co/thinkingmachines/Inkling-Small">BF16</a> | <a href="https://huggingface.co/thinkingmachines/Inkling-Small-NVFP4">NVFP4</a> | <a href="https://tinker.thinkingmachines.ai/playground">Playground</a> | <a href="https://github.com/thinking-machines-lab/tinker-cookbook">Tinker Cookbook</a> | <a href="https://thinkingmachines.ai/model-acceptable-use-policy">Acceptable Use</a> </p>1. General Information
Inkling-Small is a general-purpose multimodal model that accepts text, image and audio inputs and generates text outputs. It is intended for use in English and other languages, and across multiple coding languages. The model is designed to be used by developers building AI-powered applications, including agentic and tool-use systems, coding assistants, chatbots, and retrieval-augmented generation systems, and is suitable for general-purpose conversational use, instruction-following, and other natural language and multimodal tasks. It is released with open weights to support research, fine-tuning and integration into third-party products by downstream developers.
Languages: English, with general multilingual capabilities across other languages.
2. Getting Started
Try Inkling-Small on the Tinker Playground or access via API using the Tinker Cookbook.
Inkling-Small supports local deployment using the following open-source libraries:
API access is also available through third party inference providers.
3. Model Properties
Model type
Multimodal autoregressive transformer
Architecture type
A 42-layer decoder-only transformer with a sparse Mixture-of-Experts (MoE) feed-forward backbone: each token is routed to 6 of 256 experts, plus 2 shared experts active on every token. Attention is a hybrid of local and global layers. The model is natively multimodal — images are encoded via a hierarchical patch encoder, and audio via discrete token encoding — with all modalities projected into a shared hidden space and processed jointly by the decoder.
Parameters
276B total, 12B active
Numerics support
BF16 and NVFP4
Input modalities
Inkling-Small accepts text, image, and audio inputs:
- Text: UTF-8 encoded text
- Image: Any pixel-based image input. For optimal performance, each image dimension should be between 40px to 4096px.
- Audio: WAV format, sampled at 16kHz. For optimal performance, audio length should ideally be under 2 mins.
Output modalities
Inkling-Small generates output as UTF-8 encoded text.
4. Training
Training data includes a broad variety of content types, including text, images, audio, video.
Training data for the model was drawn from publicly available sources, acquired from third-parties, or synthetically generated or augmented. Publicly available data includes content from the public internet and publicly accessible repositories.
The training data curation process includes cleaning, processing, and modifying datasets. These processing steps, which vary by data type, may include deduplication and filtering to remove junk or other low-quality data, or to advance safety or other objectives.
5. Evaluations
<table style="border-collapse: separate; border-spacing: 0px; font-size: 11.1304px; line-height: 1.35; color: rgb(26, 26, 26); width: max-content;"><thead><tr><th aria-hidden="true" style="padding: 0.470903rem 0.68495rem; border-bottom-width: medium; border-bottom-style: none; border-bottom-color: currentcolor;"></th><th colspan="7" style="padding: 0.329632rem 0.770569rem 0.659264rem; text-align: center; font-weight: 500; font-size: 1em; color: rgb(107, 107, 107); white-space: normal; vertical-align: bottom; border-bottom-width: medium; border-bottom-style: none; border-bottom-color: currentcolor;">Open weights</th><th colspan="3" style="padding: 0.329632rem 0.770569rem 0.659264rem; text-align: center; font-weight: 500; font-size: 1em; color: rgb(107, 107, 107); white-space: normal; vertical-align: bottom; border-bottom-width: medium; border-bottom-style: none; border-bottom-color: currentcolor;">Closed weights</th></tr><tr><th aria-hidden="true" style="padding: 0.470903rem 0.68495rem; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 500; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-width: 1.5px 1.5px 1px; border-style: solid; border-color: rgba(0, 0, 0, 0.16) rgba(0, 0, 0, 0.16) rgba(0, 0, 0, 0.12); border-top-left-radius: 0.55rem; border-top-right-radius: 0.55rem;"><div>Inkling-Small</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>Qwen3.5-397B-A17B</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>MiMo V2.5</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>Minimax M2.7</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>DeepSeek V4 Flash</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>Nemotron 3 Ultra</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>Inkling</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);"><div>Claude 4.5 Haiku</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>Gemini 3.5 Flash-Lite</div></th><th style="padding: 0.470903rem 0.770569rem; text-align: center; font-weight: 400; color: rgb(26, 26, 26); white-space: normal; max-width: 113.017px; vertical-align: bottom; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><div>GPT 5.6 Luna</div></th></tr></thead><tbody><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Model Info</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">AA Index (v4.1)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">40.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">34.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">37.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">38.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">40.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">38.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">41.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">30.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">36.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">49.0%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Activated Params (B)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">12</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">17</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">15</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">10</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">13</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">55</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">41</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Total Params (B)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">276</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">397</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">310</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">230</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">284</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">550</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">975</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Pricing ($/M)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Input</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">0.3</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.39</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.14</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.25</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.14</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.5</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">1</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.3</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.5</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Pricing ($/M)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Output</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">1.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">2.34</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.28</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.28</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">2.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">4.05</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">5</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">2.5</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">3</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Agentic (coding)</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">SWEBench Verified</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">80.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">76.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">71.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">79.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">79.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">70.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">77.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">66.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">75.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">93.0%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">SWEBench Pro (Public)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">55.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">50.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">56.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">56.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">52.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">46.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">54.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">39.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">54.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">62.7%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Terminal Bench 2.1</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Best Harness</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">64.69</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">51.3</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">63.7</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">55.4</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">61.8</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">56.4</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">63.8</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">44.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">54</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">82.5</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">SciCode</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">48.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">42.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">43.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">47.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">44.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">39.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">46.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">43.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">40.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">50.0%</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Agentic (general)</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">GDPVal-AA v2</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">1269</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">962</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1145</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1159</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1189</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1164</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1238</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">911</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1139</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1530</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">MCP Atlas</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Public</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">79.6</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">74.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">49.4</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">69</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">47.4</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">78.8</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">41.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">79.8</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">77</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">MCP Atlas</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">All</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">79.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">44.7</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">76</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">40.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">76.8</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">75</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Tau 3 Banking</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">15.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">13.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">6.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">8.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">22.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">13.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">23.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">9.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">16.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">24.3%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">BrowseComp (w/ Ctx)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">77.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">78.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">76.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">73.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">63.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">77.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">84.0%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Toolathlon-Verified</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">54.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">34.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">45.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">AA-Briefcase</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">917</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">833</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">870</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">839</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">612</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Reasoning (general)</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">GPQA Diamond</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">89.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">89.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">84.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">87.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">89.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">86.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">87.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">67.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">83.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">89.5%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">HLE (text only)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">31.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">27.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">25.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">28.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">32.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">26.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">29.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">9.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">17.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">35.6%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">HLE (with tools)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">47.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">48.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">40.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">40.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">45.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">37.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">46.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">17.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">42.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">48.9%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">AIME 2026</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">95.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">93.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">93.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">87.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">95.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">94.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">97.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">81.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">82.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">97.6%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">HMMT Feb 2026</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">90.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">87.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">82.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">71.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">93.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">78.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">86.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">98.5%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">CritPt</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">8.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">1.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">3.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">7.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">3.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">5.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">0.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">20.6%</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Reasoning (abstract)</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">ARC-AGI-1</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">84.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">79.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">47.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">87.7%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">ARC-AGI-2</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">40.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">36.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">4.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">–</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">47.6%</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Factuality</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">SimpleQA Verified</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">20.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">26.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">16.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">13.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">34.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">32.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">43.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">5.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">44.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">41.7%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">AA Omniscience</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">-9</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">-29.8</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">-9.3</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">0.7</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">-22.9</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">-1</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">2.1</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">-4.2</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">6.9</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">-11.6</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Chat</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">IFBench</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">82.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">78.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">67.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">75.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">79.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">81.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">79.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">54.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">78.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">67.3%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">Global-MMLU-Lite</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">86.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">90.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">83.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">83.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">88.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">85.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">88.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">83.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">89.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">88.7%</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weight: 400; line-height: 1.2; color: rgb(107, 107, 107); background: rgb(242, 242, 242); white-space: nowrap;">Safety</th><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242); border-left: 1px solid rgba(0, 0, 0, 0.12);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td><td aria-hidden="true" style="padding: 0.27398rem 0.770569rem; background: rgb(242, 242, 242);"></td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">StrongREJECT (none)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">98.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">99.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">99.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">99.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">97.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">98.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">98.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">98.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">97.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">98.7%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">FORTRESS (adversarial)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">71.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">77.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">64.8%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">86.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">32.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">77.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">78.0%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">91.3%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">70.7%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">83.8%</td></tr><tr><td style="padding: 0.470903rem 0.68495rem; text-align: left; vertical-align: middle; max-width: 188.361px; border-bottom: 1px solid rgba(0, 0, 0, 0.12);"><span style="display: block; line-height: 1.22; white-space: nowrap;">FORTRESS (benign)</span><span style="display: block; font-size: 0.88em; line-height: 1.25; color: rgb(107, 107, 107); margin-top: 0.18rem; white-space: normal;">Score</span></td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1.5px solid rgba(0, 0, 0, 0.16); border-right: 1.5px solid rgba(0, 0, 0, 0.16);">96.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">95.4%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">94.6%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">90.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 500; background: rgb(251, 236, 191); border-bottom: 1px solid rgba(0, 0, 0, 0.12);">99.2%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">90.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">95.9%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12); border-left: 1px solid rgba(0, 0, 0, 0.12);">94.1%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">95.5%</td><td style="padding: 0.470903rem 0.770569rem; text-align: center; vertical-align: middle; font-variant-numeric: tabular-nums; font-weight: 400; border-bottom: 1px solid rgba(0, 0, 0, 0.12);">97.8%</td></tr><tr><th scope="row" style="padding: 0.27398rem 0.68495rem; text-align: left; font-size: 0.92em; font-weThe model card is truncated. Read the rest on Hugging Face.
- Task
- Image-Text-to-Text
- License
- apache-2.0
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026