Compare / Qwen3.8 Max (0902) vs GPT-6 Astra
Qwen3.8 Max (0902) vs GPT-6 Astra
48 results from 3 sources that measured both models. Each row is in the source's own units; there is no overall winner.
| Benchmark | Metric | Qwen3.8 Max (0902) | GPT-6 Astra |
|---|---|---|---|
| CatalogBenchmeasured by us | Channel rules broken% of products | 4.8% | 0.0% |
| CatalogBenchmeasured by us | Content quality% of checks | 92.5% | 98.8% |
| CatalogBenchmeasured by us | Failed outputs% of products | 3.6% | 0.0% |
| CatalogBenchmeasured by us | Missing UK information% of products | 0.0% | 0.0% |
| CatalogBenchmeasured by us | Not findable% of products | 1.8% | 5.4% |
| CatalogBenchmeasured by us | Publish-ready listings% of products | 0.0% | 70.2% |
| CatalogBenchmeasured by us | Reliably publish-ready% of products | 0.0% | 66.1% |
| CatalogBenchmeasured by us | Unsupported claimsclaims per product | 9.09 | 0.18 |
| CatalogBenchmeasured by us | Unsupported claims% of products | 95.2% | 5.4% |
| CatalogBenchmeasured by us | Wrong attributes% of products | 19.6% | 20.2% |
| CatalogBenchmeasured by us | Wrong category or variant% of products | 2.4% | 1.8% |
| CatalogBenchmeasured by us | Channel compliance% of products | 99.4% | 100.0% |
| CatalogBenchmeasured by us | Channel rules broken% of products | 1.2% | 0.0% |
| CatalogBenchmeasured by us | Conflicts caught% of conflicts | 100.0% | 100.0% |
| CatalogBenchmeasured by us | Content quality% of checks | 93.5% | 98.3% |
| CatalogBenchmeasured by us | Cost per productUS dollars | $0.0256 | $0.0371 |
| CatalogBenchmeasured by us | Decision accuracy% of decisions | 91.0% | 98.1% |
| CatalogBenchmeasured by us | Failed outputs% of products | 3.6% | 0.0% |
| CatalogBenchmeasured by us | Field accuracy% of missing fields | 90.3% | 94.2% |
| CatalogBenchmeasured by us | Invented values% of filled values | 2.7% | 1.9% |
| CatalogBenchmeasured by us | Missing UK information% of products | 0.0% | 0.0% |
| CatalogBenchmeasured by us | Not findable% of products | 3.6% | 6.0% |
| CatalogBenchmeasured by us | Publish-ready listings% of products | 28.0% | 74.4% |
| CatalogBenchmeasured by us | Reliably publish-ready% of products | 10.7% | 71.4% |
| CatalogBenchmeasured by us | Unsupported claimsclaims per product | 1.62 | 0.14 |
| CatalogBenchmeasured by us | Unsupported claims% of products | 55.4% | 4.2% |
| CatalogBenchmeasured by us | Wrong attributes% of products | 21.4% | 17.3% |
| CatalogBenchmeasured by us | Wrong category or variant% of products | 1.8% | 1.8% |
| ROASBenchmeasured by us | Audience scorescore out of 100 | 39.7 | 68.6 |
| ROASBenchmeasured by us | Business scorescore out of 100 | 15.6 | 57.5 |
| ROASBenchmeasured by us | Consistency scorescore out of 100 | 19.2 | 44.7 |
| ROASBenchmeasured by us | Contribution profitsimulated US dollars | $99,775 | $599,139 |
| ROASBenchmeasured by us | Cost of a runUS dollars | $0.73 | $1.23 |
| ROASBenchmeasured by us | Months over budgetmonths of 12 | 2 | 0 |
| ROASBenchmeasured by us | Overall scorescore out of 100 | 25.4 | 56.6 |
| ROASBenchmeasured by us | Planning scorescore out of 100 | 54.8 | 54.9 |
| ROASBenchmeasured by us | Return on ad spendprofit per $1 spent | $0.09 | $0.67 |
| Arena (formerly LMArena)reported | Confirmed task successIPS effect estimate | 0.05 | 0.13 |
| Arena (formerly LMArena)reported | Praise over complaintIPS effect estimate | 0.04 | 0.34 |
| Arena (formerly LMArena)reported | SteerabilityIPS effect estimate | 0.02 | -0.01 |
| Arena (formerly LMArena)reported | Tool groundingIPS effect estimate | -0.01 | 0.00 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,471 | 1,465 |
| Arena (formerly LMArena)reported | Business, management and financeArena rating | 1,480 | 1,483 |
| Arena (formerly LMArena)reported | Creative writingArena rating | 1,467 | 1,453 |
| Arena (formerly LMArena)reported | Expert promptsArena rating | 1,510 | 1,510 |
| Arena (formerly LMArena)reported | Instruction followingArena rating | 1,472 | 1,473 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,479 | 1,478 |
| Arena (formerly LMArena)reported | Writing, literature and languageArena rating | 1,472 | 1,469 |
Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.