GPT 6 Astra (Ultra)
- Accuracy
- 84.9%
- Cost
- $22.19
- Time Spent
- 1h 33m
- Harness
- Codex · v0.160.1
- Tokens in / out
- 345.1K / 51.1K
- Date
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Details
- Parts placed
- 314
- Reference parts
- 314
- Parts matched
- 287
- Positions matched
- 258
- Orientations matched
- 244
- Surplus parts
- 0
- Match
- 0.838
- Collision pairs
- 4
- Bad parts
- 5
- Structural
- 0.984
- Car shape
- 1
Other builds with this setupOther attempts at this same benchmark using the same AI model, coding harness and reasoning effort as this build. This build is excluded.
| Harness · model | Accuracy | Cost | Time Spent |
|---|---|---|---|
| Codex · GPT 6 Astra (Ultra) | 84.5% | $20.29 | 1h 5m |
Other builds of this benchmarkOther AI models, coding harnesses or reasoning effort levels on this same benchmark. Each row represents one setup and shows its build with the highest reference-accuracy score. Rows run from the highest score to the lowest. This build's setup is excluded.
| Harness · model | Accuracy | Cost | Time Spent |
|---|---|---|---|
| Codex · GPT 6 Astra (Xhigh) | 85.4% | $11.54 | 29m 52s |
| Claude Code · Claude Sonnet 5.5 (Xhigh) | 70.2% | $135.43 | 3h 39m |
| Codex · GPT 6.1 Sol (Ultra) | 65.1% | $6.96 | 3h 47m |
| Codex · GPT 6.1 Sol (Xhigh) | 45.6% | $9.85 | 3h 59m |
| Claude Code · Claude Opus 5.5 (Xhigh) | 27.9% | $60.49 | 3h 10m |
| Claude Code · Claude Fable 5.1 (Max) | 19.0% | $89.40 | 2h 48m |
| Claude Code · Claude Haiku 5.5 (Xhigh) | 18.9% | $6.33 | 1h 53m |
| Claude Code · Claude Haiku 5.5 (Max) | 16.4% | $1.71 | 1h 9m |
| Grok Build · Grok 4.6 (Xhigh) | 12.4% | $10.77 | 58m 23s |
| Codex · GPT 6 Luna (Max) | 10.0% | $1.76 | 3h 49m |
