Best SWE-2 alternatives
Looking beyond SWE-2? These 12 tools cover the same job, matched on what each one does. Compare pricing here and open any listing for its pros and cons.
An independent overview of Cognition's SWE-1.7 coding model, including vendor benchmarks, Devin access, plan pricing, strengths, and limitations.
Teams balancing autonomous coding performance and model cost
SWE-grep is Cognition's fast code-retrieval model behind Fast Context. See how it works, where it is available, pricing context, and limitations.
SWE-1.5 was Cognition's fast coding model for Windsurf. Learn what it did, why it mattered and which current models replaced it.
Muse Code is Meta's beta terminal coding agent powered by Muse Spark 1.2. Review pricing, persistent subagents, audit logs, safety and alternatives.
Grok Code Fast 1 was xAI's fast agentic coding model. It was retired in May 2026 and replaced by Grok Build 0.1. See its history and alternatives.
Review Devin Desktop, the Windsurf successor for managing local and cloud coding agents. Compare its features, pricing, limitations, and alternatives.
Redesign And Build websites, docs, and blogs with AI in minutes
Review Code Arena's side-by-side AI coding battles, fullstack app builder, model leaderboards, free daily limits, privacy, and alternatives.
Kimi K2.7 Code is Moonshot AI's open-weight agentic coding model. See its 256K context, API pricing, Kimi Code plans, license and limits.
SERA is Ai2's open family of 8B, 14B, and 32B repository coding agents with codebase-specialization recipes and Claude Code support. Explore setup, costs, and risks.
Cursor Router picks a coding model per request using Cost, Balance or Intelligence modes. Review current access, token pricing, controls and tradeoffs.