Terminal-Bench
Benchmark of hard, realistic command-line tasks that agents must complete inside a terminal sandbox.
Reference by Stanford and Laude Institute, with Harbor
Chalk Labs
Need help deploying Terminal-Bench?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
About
Use cases: llm-evaluation
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
About the benchmark
- Benchmark site
- www.tbench.ai/
- Current version
- Terminal-Bench 4.0tbench.ai
- Maintainer
- Stanford and Laude Institute, with Harbortbench.ai
- Launched
- 2025-05-19tbench.ai
- Leaderboard
- www.tbench.ai/
We link to the official leaderboard instead of copying scores. Benchmarks get gamed and saturate; we never use them to rank listings.
Signals
- Stars
- 966
- Forks
- 602
- Open issues
- 123
- Last commit
- Oct 23, 2026 (8 days ago)
- Last release
- Aug 26, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- Terminal-Bench 4.0
- License
- Apache-2.0
- Website
- www.tbench.ai/
- Docs
- www.tbench.ai/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get Terminal-Bench running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
Terminal-Bench benchmark. Agent Mart. https://agentmart.dev/reference/terminal-bench (last updated 2026-10-24)