agents benchmark
Terminal-Bench 4.0-AA Leaderboard
Terminal-Bench 4.0-AA reports accuracy on terminal tasks with executable final-container-state verifiers.
Updated Oct 23, 2026
Models4
Model coverage4
MetricScore
EvidenceB
Terminal-Bench 4.0-AA Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score57.10% | Percentile100.00% | Participants4 | EvidenceC | Evaluated |
| Rank02 | ModelME | Score57.10% | Percentile66.67% | Participants4 | EvidenceC | Evaluated |
| Rank03 | ModelME | Score52.00% | Percentile33.33% | Participants4 | EvidenceC | Evaluated |
| Rank04 | ModelME | Score52.00% | Percentile0.00% | Participants4 | EvidenceC | Evaluated |
Terminal-Bench 4.0-AA Highlights
The leading models and scores on this benchmark.
Terminal-Bench 4.0-AA Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Terminal-Bench 4.0-AA
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is Terminal-Bench 4.0-AA?
What Terminal-Bench 4.0-AA measures and how its scores work.
Terminal-Bench 4.0-AA is an agents benchmark for terminal tasks with executable final-container-state verifiers.
It measures accuracy, reported as Score in ratio units.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Terminal-Bench 4.0-AA
- Modality
- text
- Primary category
- agents
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Terminal-Bench 4.0-AA.
Which model scores highest on Terminal-Bench 4.0-AA?
Muse Wonder Full is currently ranked first with 57.10%.
What are the top three models on Terminal-Bench 4.0-AA?
The current leaders are Muse Wonder Full (57.10%), Muse Wonder Full (57.10%), and Muse Wonder (52.00%).
Which Terminal-Bench 4.0-AA model has the lowest official input price?
Muse Wonder has the lowest matched official input price at $4.0 input / $20 output per 1M tokens.
Which models are fastest among Terminal-Bench 4.0-AA results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.