Terminal-Bench 2.1terminalplain text
Transcribe Zork moves from a video
Transcribe every command entered during the supplied Zork gameplay video and write the moves in chronological order.
extract-moves-from-video
Normalized profile
What this task asks for
Transcribe every command entered during the supplied Zork gameplay video and write the moves in chronological order. Process /app/video.mp4. Include only entered moves. Write one move per line. Reach at least 90% transcription accuracy.
Intent
- data transformation
Work surfaces
- video frames
- command transcript
Technology
- video processing
- OCR
Expected artifacts
- /app/solution.txt
What makes it difficult
- quantitative performance, accuracy, or resource constraints
- specialized algorithmic or domain reasoning
Published evidence
Model × harness outcomes
Counts are tied to these exact configurations. Harnesses are not treated as equivalent across benchmarks.
- Models
- 13
- Configurations
- 20
- Trials
- 100
Showing 20 of 20 configurations
| Model | Harness | Effort | Result | Passes |
|---|---|---|---|---|
| claude-fable-5anthropic · 2026-06-07 | claude-code2.1.167 | xhigh | Mixed4 errors | 1/5 |
| claude-fable-5anthropic · 2026-06-05 | terminus-22.0.0 | high | No passes5 errors | 0/5 |
| claude-opus-4-7anthropic · 2026-05-01 | claude-code2.1.123 | max | No passes5 errors | 0/5 |
| claude-opus-4-7anthropic · 2026-05-01 | terminus-22.0.0 | max | No passes5 errors | 0/5 |
| claude-opus-4-8anthropic · 2026-07-09 | claude-code2.1.205 | high | Mixed4 errors | 1/5 |
| claude-sonnet-5anthropic · 2026-07-09 | claude-code2.1.205 | high | Mixed4 errors | 1/5 |
| gemini-3-pro-previewgemini · 2026-05-01 | gemini-cli0.40.0 | high | Mixed | 3/5 |
| gemini-3-pro-previewgemini · 2026-05-01 | terminus-22.0.0 | high | No passes2 errors | 0/5 |
| gemini-3.1-pro-previewgemini · 2026-05-05 | gemini-cli0.40.0 | high | Mixed1 errors | 1/5 |
| gemini-3.1-pro-previewgemini · 2026-05-05 | terminus-22.0.0 | high | No passes4 errors | 0/5 |
| glm-5.1zai · 2026-05-01 | claude-code2.1.123 | max | No passes5 errors | 0/5 |
| gpt-5.5openai · 2026-05-01 | codex0.125.0 | xhigh | No passes5 errors | 0/5 |
| gpt-5.5openai · 2026-05-01 | terminus-22.0.0 | xhigh | No passes5 errors | 0/5 |
| gpt-5.6-lunaopenai · 2026-07-10 | codex0.144.0 | max | Mixed3 errors | 2/5 |
| gpt-5.6-lunaopenai · 2026-07-11 | codex0.144.1 | max | Mixed3 errors | 2/5 |
| gpt-5.6-solopenai · 2026-07-10 | codex0.144.0 | max | Mixed2 disqualified | 2/5 |
| gpt-5.6-terraopenai · 2026-07-10 | codex0.144.0 | max | Mixed3 errors | 2/5 |
| gpt-5.6-terraopenai · 2026-07-11 | codex0.144.1 | max | Mixed3 errors | 2/5 |
| grok-4.5cursor · 2026-07-09 | cursor-cli2026.07.08-0c04a8a | default | No passes5 errors | 0/5 |
| muse-spark-1.1openai · 2026-07-09 | mini-swe-agent2.4.5 | xhigh | No passes5 errors | 0/5 |