Best Qwen3.5 Small Models: 0.8B–9B Specs & Setup alternatives

A practical guide to Google's Gemma 4 open models, including all five sizes, reasoning, multimodal inputs, context windows, deployment tradeoffs, and alternatives.

NVIDIA Nemotron 3 Super is an open 120B MoE reasoning model with 12B active parameters and a 1M-token context window. Explore specs, use cases, costs, and limits.

Compare Mistral Large 3 and Ministral 3 models, including sizes, vision, context, Apache 2.0 weights, current API pricing, limits, and alternatives.

Review Liquid AI's LFM2.5 open-weight model family, including model sizes, edge deployment, tool calling, LEAP, licensing, limitations, and alternatives.

Grok 4.3 is xAI's fast multimodal API model with a 1M-token context window, configurable reasoning, tool calling, and low token pricing.

Compare Amazon Nova models, Nova Act, Nova Forge, multimodal features, Bedrock pricing, best use cases, strengths, and limitations.

Tiny Aya is Cohere Labs' 3.35B open-weight model family for 70 languages, with regional variants, 8K context, local GGUF files, and API access.

Cisco Antares is an open-weight family for local, file-level vulnerability localization. See its models, CLI, benchmark results, setup, safety controls, and alternatives.

GLM-4.6V is Z.ai's open-weight vision-language model family with 128K context and native tool calling. Review features, API pricing, limits, and alternatives.

Independent ERNIE 5.0 review covering Baidu's unified multimodal model, 128K Qianfan API, pricing, capabilities, limitations, and newer ERNIE 5.1.

Claude Sonnet 4.6 is now a legacy model. Review its 1M context, API pricing, capabilities, migration limits, and why Sonnet 5 is the better default.

GPT-5.2 review covering its current API-only status, 400K context, reasoning controls, pricing, strengths, limitations, migration advice, and alternatives.