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Post #4420 728
LLM-as-a-Verifier keeps pushing the frontier of cost vs. capability

On Terminal-Bench 2.1, it made DeepSeek V4 Flash accuracy go from 79% → 88%, while being 4-11x cheaper than competitors.

As open-source models become more capable, they can now generate large numbers of high-quality candidate solutions and verify their own outputs at very low cost.
GitHub GitHub - llm-as-a-verifier/llm-as-a-verifier: LLM-as-a-Verifier is a general-purpose framework that provides fine-grained feedback… LLM-as-a-Verifier is a general-purpose framework that provides fine-grained feedback for any agent without requiring additional training. It achieves SOTA performance across coding, robotics, and m...
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