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Long-Horizon Terminal-Bench 2.0 (solved, reward ≥ 0.95)

Code · 2026-10-09

The share of the 77 Long-Horizon Terminal-Bench 2.0 tasks an agent solves, counting a task when its final reward is at least 0.95 out of 1, in percent. On the reconstruction tasks every such reward is a full pass. It comes from the same single 3-hour Terminus 2 attempt per task as the mean-reward headline; the maintainers advise comparing solve counts rather than mean reward across the original and new task sets.

Benchmark source: GitHub

Top models (higher is better)

ModelScoreSource
GPT-6 Astra48.1LHTB 2.0 README leaderboard (GPT-6-astra) · Tencent
GPT-5.6 Sol41.6LHTB 2.0 README leaderboard (GPT-5.6-sol) · Tencent
Kimi K322.1LHTB 2.0 README leaderboard (Kimi K3) · Tencent
Hy4 Preview19.5LHTB 2.0 README leaderboard (Hunyuan hy4) · Tencent
GLM-5.315.6LHTB 2.0 README leaderboard (GLM-5.3) · Tencent
DeepSeek V4 Flash Vision Exp13.0LHTB 2.0 README leaderboard (DeepSeek V4 Flash) · Tencent
Grok 4.613.0LHTB 2.0 README leaderboard (Grok-4.6) · Tencent
DeepSeek V4 Pro 081311.7LHTB 2.0 README leaderboard (DeepSeek V4 Pro) · Tencent
Doubao Seed 2.1 Pro10.4LHTB 2.0 README leaderboard (Doubao Seed 2.1 Pro) · Tencent
GLM-5.210.4LHTB 2.0 README leaderboard (GLM-5.2) · Tencent
MiniMax M36.5LHTB 2.0 README leaderboard (MiniMax M3) · Tencent
Kimi K2.62.6LHTB 2.0 README leaderboard (Kimi K2.6) · Tencent
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