Terminal-Bench 2.0

Measures: 89 tasks an agent completes in a Docker terminal (building, configuring, debugging, data work), each checked by a test script; version 2.0 of Terminal-Bench, whose scores are not comparable with 4.0.

Maintainer: Laude Institute and Stanford (Terminal-Bench team)
Introduced: 2025
Status: Superseded
Saturation: Near-ceiling
Typical provenance: Mixed
In scoring set: No

Paper Official leaderboard

Leaderboard

Show independent results only

Every result we hold, whoever ran it. Only independent and third-party rows count towards a score.

Leaderboard
Model	Accuracy (mean over trials)	Provenance	Source	Evaluated
GPT-5.5 OpenAI · Unknown effort	84.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.5 OpenAI · Unknown effort	83.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.5 OpenAI · Unknown effort	82.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.5 OpenAI · Unknown effort	82.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.4 OpenAI · Unknown effort	81.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.7 Anthropic · Unknown effort	80.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3.1 Pro Google DeepMind	80.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	79.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	78.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3.1 Pro Google DeepMind	78.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 3.1 Pro Google DeepMind	78.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	77.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	76.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	75.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	75.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	75.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	75.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3.1 Pro Google DeepMind	74.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	74.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	74.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	72.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	71.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	71.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	70.3%	Source not stated	Epoch AI via Epoch AI	—
Claude Opus 4.6 Anthropic	69.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	69.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Pro Google DeepMind	69.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.3-Codex OpenAI	69.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	66.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	66.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.2-Codex OpenAI	66.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.5 OpenAI · Unknown effort	66.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Pro Google DeepMind	65.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.2 OpenAI · Unknown effort	64.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.2 OpenAI · Medium effort	64.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5.3-Codex OpenAI	64.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Flash Google DeepMind	64.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	63.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic	63.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	62.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.2 OpenAI · Unknown effort	62.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.2 OpenAI · Medium effort	62.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 3 Pro Google DeepMind	62.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Pro Google DeepMind	62.2%	Source not stated	Epoch AI via Epoch AI	—
Gemini 3 Pro Google DeepMind	61.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex-Mini OpenAI	61.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Pro Google DeepMind	61.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.2 OpenAI · Unknown effort	60.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex-Max OpenAI	60.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3.1 Pro Google DeepMind	59.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	59.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic · 128K effort	59.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	58.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.6 Anthropic · Unknown effort	58.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex OpenAI	57.8%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	57.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex OpenAI	57.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Grok 4.20 SpaceXAI (xAI)	57.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Grok 4.20 SpaceXAI (xAI)	57.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Pro Google DeepMind	56.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Pro Google DeepMind	56.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	54.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.2 OpenAI · Unknown effort	54.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex OpenAI	53.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.6 Anthropic · Unknown effort	53.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.6 Anthropic	53.4%	Source not stated	Epoch AI via Epoch AI	—
GLM-5 Z.ai (Zhipu AI)	52.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	52.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	51.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.5 Anthropic · Unknown effort	51.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Flash Google DeepMind	51.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Flash Google DeepMind	51.0%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 OpenAI · Unknown effort	49.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 OpenAI · Medium effort	49.6%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5.1 OpenAI · Medium effort	47.6%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5.1 OpenAI · Medium effort	47.6%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5.1 OpenAI · Unknown effort	47.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 3 Flash Google DeepMind	47.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	46.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
MiniMax-M2.7 MiniMax	45.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5-Codex OpenAI	44.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5-Codex OpenAI	44.3%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 OpenAI · Unknown effort	43.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 OpenAI · Medium effort	43.8%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5-Codex OpenAI	43.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5-Codex OpenAI	43.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Kimi K2.5 Moonshot AI	43.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	43.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex-Mini OpenAI	43.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex-Mini OpenAI	43.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
MiniMax-M2.7 MiniMax	42.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	42.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.5 Anthropic	42.8%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	42.7%	Source not stated	Epoch AI via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	42.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
MiniMax-M2.5 MiniMax	42.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.5 Anthropic	42.6%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	42.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	42.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Sonnet 4.5 Anthropic	42.5%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
MiniMax-M2.5 MiniMax	42.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5-Codex OpenAI	41.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5-Codex OpenAI	41.3%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Sonnet 4.5 Anthropic	40.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Sonnet 4.5 Anthropic · Unknown effort	40.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
DeepSeek-V3.2 DeepSeek	39.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.1 Anthropic	38.0%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Opus 4.1 Anthropic · Unknown effort	38.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.1 Anthropic	36.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5.1-Codex OpenAI	36.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Opus 4.1 Anthropic · Unknown effort	36.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5.1-Codex OpenAI	36.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
MiniMax-M2.1 MiniMax	36.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Kimi K2 Thinking Moonshot AI	35.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Kimi K2 Thinking Moonshot AI	35.7%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Haiku 4.5 Anthropic · Unknown effort	35.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 OpenAI · Medium effort	35.2%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 OpenAI · Unknown effort	35.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.1 Anthropic	35.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Opus 4.1 Anthropic · Unknown effort	35.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.1 Anthropic · Unknown effort	34.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 mini OpenAI · Unknown effort	34.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Opus 4.1 Anthropic	34.8%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 mini OpenAI · Unknown effort	34.8%	Source not stated	Epoch AI via Epoch AI	—
GPT-5 OpenAI · Unknown effort	33.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 OpenAI · Medium effort	33.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GLM-4.7 Z.ai (Zhipu AI)	33.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GLM-4.7 Z.ai (Zhipu AI)	33.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	32.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	32.6%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 mini OpenAI · Medium effort	31.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 mini OpenAI · Unknown effort	31.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
MiniMax-M2 MiniMax	30.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Haiku 4.5 Anthropic · Unknown effort	29.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Haiku 4.5 Anthropic	29.8%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 mini OpenAI · Unknown effort	29.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
MiniMax-M2.1 MiniMax	29.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 mini OpenAI · Medium effort	29.2%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Haiku 4.5 Anthropic · Unknown effort	28.3%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Haiku 4.5 Anthropic	28.3%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Claude Haiku 4.5 Anthropic · Unknown effort	27.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Haiku 4.5 Anthropic	27.5%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Grok 4 SpaceXAI (xAI)	27.2%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Grok 4 SpaceXAI (xAI)	27.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Qwen3-Coder-480B-A35B-Instruct Alibaba Group	27.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	26.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	26.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Grok Code Fast 1 SpaceXAI (xAI)	25.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Grok Code Fast 1 SpaceXAI (xAI)	25.8%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Grok 4 SpaceXAI (xAI)	25.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Qwen3-Coder-480B-A35B-Instruct Alibaba Group	25.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Grok 4 SpaceXAI (xAI)	25.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Qwen3-Coder-480B-A35B-Instruct Alibaba Group	25.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GLM-4.6 Z.ai (Zhipu AI)	24.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GLM-4.6 Z.ai (Zhipu AI)	24.5%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 mini OpenAI · Unknown effort	24.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 mini OpenAI · Medium effort	24.0%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Qwen3-Coder-480B-A35B-Instruct Alibaba Group	23.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Qwen3-Coder-480B-A35B-Instruct Alibaba Group	23.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Grok 4 SpaceXAI (xAI)	23.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Grok 4 SpaceXAI (xAI)	23.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Qwen3.6-35B-A3B Alibaba Group	23.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 mini OpenAI · Unknown effort	22.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 mini OpenAI · Medium effort	22.2%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 nano OpenAI · Unknown effort	21.8%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	19.6%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	19.6%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
gpt-oss-120b OpenAI	18.7%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
gpt-oss-120b OpenAI · Unknown effort	18.7%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	17.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	17.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	16.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	16.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	16.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	16.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	16.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 2.5 Pro Google DeepMind	16.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	15.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Gemini 2.5 Flash Google DeepMind	15.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
gpt-oss-120b OpenAI	14.2%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
Grok Code Fast 1 SpaceXAI (xAI)	14.2%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
gpt-oss-120b OpenAI · Unknown effort	14.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Grok Code Fast 1 SpaceXAI (xAI)	14.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Haiku 4.5 Anthropic · Unknown effort	13.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Claude Haiku 4.5 Anthropic	13.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 nano OpenAI · Medium effort	11.5%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 nano OpenAI · Unknown effort	11.5%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 nano OpenAI · Medium effort	9.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 nano OpenAI · Unknown effort	9.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
Qwen3.5-9B Alibaba Group	9.2%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 nano OpenAI · Medium effort	7.9%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 nano OpenAI · Unknown effort	7.9%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
GPT-5 nano OpenAI · Medium effort	7.0%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
GPT-5 nano OpenAI · Unknown effort	7.0%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
gpt-oss-20b OpenAI	3.4%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
gpt-oss-20b OpenAI · Unknown effort	3.4%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—
gpt-oss-20b OpenAI	3.1%	Third party	Terminal-Bench v2 Leaderboard via Epoch AI	—
gpt-oss-20b OpenAI · Unknown effort	3.1%	Third party	https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI	—

Epoch AI, 'Capabilities & benchmarking', epoch.ai/benchmarks, CC BY 4.0.

Sources

Epoch AI