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Terminal-Bench 2.0 arrives with Harbor for testing AI agents in the terminal

Terminal-Bench 2.0 at a glance

The command-line agent benchmark released a harder, more carefully verified version and a new package for running agent evaluations in cloud containers.

What changed with Terminal-Bench 2.0

Terminal-Bench released version 2.0 on November 7, 2025, describing it as harder and better verified than 1.0. Each task went through manual and model-assisted checks after the community found tasks that broke over time.

Why Terminal-Bench 2.0 matters for businesses

It also introduced Harbor, a package that runs agent evaluations in cloud-deployed containers, supports reinforcement-learning and fine-tuning rollouts, and works with any agent that can be installed in a container. Terminal-Bench scores later became a standard input to composite rankings, so this release shaped how coding and operations agents are compared.

Sources for this story

  1. Official
  2. Terminal-Bench news (opens in a new tab)

    Terminal-Bench · tbench.ai

    Official

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