DeepSeek V4 Pro 0813 posts large agent benchmark jumps over its preview
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- x.com
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DeepSeek V4 Pro 0813 is live on OpenRouter. @deepseek_ai reports large agent gains over V4 Pro Preview: DeepSWE 62.7 (+49.9), CyberGym 83.3 (+30.6), NL2Repo 61.5 (+23.0), and Terminal Bench 2.1 87.9 (+15.8) More providers coming online soon Use it now: https://t.co/1PYoEFbvyK
Context
DeepSeek's V4 Pro 0813 release reported a substantial improvement in completing computer tasks through an . OpenRouter's announcement gives a Terminal-Bench 2.1 score of 87.9, up 15.8 points from V4 Pro Preview, and DeepSeek's release log lists the same score. Terminal-Bench tests agents on tasks performed in a terminal, each with test cases that check the agent's solution. The comparison therefore concerns executing tasks through software tools, rather than simply producing convincing written answers. It remains a developer-reported result.
- AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
- sandbox — An isolated environment where AI-generated code or agent actions run without being able to touch anything real.
- benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.
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