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RT by @_akhaliq: NEW BENCHMARK ON THE @huggingface HUB Your favorite LLM agent can write a script…

LLM Agents @nathanhabib1011 2026-08-19
Representative image for RT by @_akhaliq: NEW BENCHMARK ON THE @huggingface HUB Your favorite LLM agent can write a script…

TL;DR - Long-Horizon Terminal-Bench (LHTB), a new benchmark on Hugging Face, evaluates whether LLM agents can reliably complete extended terminal workflows. It targets a key agent capability: maintaining coherence and producing correct system state across more than 300 steps.

  • The benchmark contains 46 tasks designed to resist contamination.
  • Hidden verifiers assess actual terminal state rather than relying on subjective output evaluation.
  • MiniMax M3 leads the reported leaderboard, followed by Kimi K2.7 Code and GLM 5.2.
  • The benchmark may also help compare smaller, locally deployable agent models, though no such results are provided.

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