Naeem
404 posts


We are seeing a sustained statistically significant degradation in Claude Code with Opus 4.7 since last Friday May 22nd at marginlab.ai/trackers/claud…

Today we’re releasing DeepSWE, a new standard for agentic coding benchmarks. On public leaderboards, top models often look relatively close in capability. DeepSWE shows where they actually diverge, reflecting the realistic experience of developers in their day-to-day work.


Today we’re releasing DeepSWE, a new standard for agentic coding benchmarks. On public leaderboards, top models often look relatively close in capability. DeepSWE shows where they actually diverge, reflecting the realistic experience of developers in their day-to-day work.

Today we’re releasing DeepSWE, a new standard for agentic coding benchmarks. On public leaderboards, top models often look relatively close in capability. DeepSWE shows where they actually diverge, reflecting the realistic experience of developers in their day-to-day work.

Composer 2.5 is ranked #5 on FrontierSWE The model is broadly on par with Gemini 3.1 Pro, with a slight edge in our evaluation, and it beats all open source models. We still observe a significant performance gap between Composer and models from Anthropic and OpenAI









