Compare / GPT-6 Luna vs GPT-6 Sol
GPT-6 Luna vs GPT-6 Sol
53 results from 4 sources that measured both models. Each row is in the source's own units; there is no overall winner.
| Benchmark | Metric | GPT-6 Luna | GPT-6 Sol |
|---|---|---|---|
| BulletBenchmeasured by us | Cost per gameUS dollars | $0.0016 | $0.0297 |
| BulletBenchmeasured by us | Games lost on time% of games | 50.0% | 50.0% |
| BulletBenchmeasured by us | Invalid moves% of moves | 0.0% | 0.0% |
| BulletBenchmeasured by us | Ladder Eloladder Elo | 249 | 445 |
| BulletBenchmeasured by us | Median move timemilliseconds | 1.5 s | 1.6 s |
| CatalogBenchmeasured by us | Channel rules broken% of products | 0.0% | 0.6% |
| CatalogBenchmeasured by us | Content quality% of checks | 97.6% | 97.9% |
| CatalogBenchmeasured by us | Failed outputs% of products | 0.0% | 0.0% |
| CatalogBenchmeasured by us | Missing UK information% of products | 0.0% | 0.0% |
| CatalogBenchmeasured by us | Not findable% of products | 10.1% | 7.1% |
| CatalogBenchmeasured by us | Publish-ready listings% of products | 61.9% | 67.9% |
| CatalogBenchmeasured by us | Reliably publish-ready% of products | 42.9% | 55.4% |
| CatalogBenchmeasured by us | Unsupported claimsclaims per product | 0.56 | 0.36 |
| CatalogBenchmeasured by us | Unsupported claims% of products | 16.7% | 11.9% |
| CatalogBenchmeasured by us | Wrong attributes% of products | 19.1% | 13.7% |
| CatalogBenchmeasured by us | Wrong category or variant% of products | 0.0% | 3.0% |
| CatalogBenchmeasured by us | Channel compliance% of products | 100.0% | 100.0% |
| CatalogBenchmeasured by us | Channel rules broken% of products | 0.0% | 0.0% |
| CatalogBenchmeasured by us | Conflicts caught% of conflicts | 100.0% | 100.0% |
| CatalogBenchmeasured by us | Content quality% of checks | 97.2% | 97.7% |
| CatalogBenchmeasured by us | Cost per productUS dollars | $0.0005 | $0.0085 |
| CatalogBenchmeasured by us | Decision accuracy% of decisions | 96.7% | 97.5% |
| CatalogBenchmeasured by us | Failed outputs% of products | 0.0% | 0.0% |
| CatalogBenchmeasured by us | Field accuracy% of missing fields | 93.7% | 93.7% |
| CatalogBenchmeasured by us | Invented values% of filled values | 1.7% | 1.0% |
| CatalogBenchmeasured by us | Missing UK information% of products | 0.0% | 0.0% |
| CatalogBenchmeasured by us | Not findable% of products | 10.1% | 7.7% |
| CatalogBenchmeasured by us | Publish-ready listings% of products | 64.3% | 70.2% |
| CatalogBenchmeasured by us | Reliably publish-ready% of products | 51.8% | 60.7% |
| CatalogBenchmeasured by us | Unsupported claimsclaims per product | 0.41 | 0.24 |
| CatalogBenchmeasured by us | Unsupported claims% of products | 12.5% | 7.1% |
| CatalogBenchmeasured by us | Wrong attributes% of products | 18.4% | 14.3% |
| CatalogBenchmeasured by us | Wrong category or variant% of products | 1.8% | 3.6% |
| ROASBenchmeasured by us | Audience scorescore out of 100 | 68.2 | 69.4 |
| ROASBenchmeasured by us | Business scorescore out of 100 | 54.8 | 52.9 |
| ROASBenchmeasured by us | Consistency scorescore out of 100 | 35.8 | 42.9 |
| ROASBenchmeasured by us | Contribution profitsimulated US dollars | $738,878 | $600,357 |
| ROASBenchmeasured by us | Cost of a runUS dollars | $0.0142 | $0.24 |
| ROASBenchmeasured by us | Months over budgetmonths of 12 | 0 | 0 |
| ROASBenchmeasured by us | Overall scorescore out of 100 | 53.4 | 54.1 |
| ROASBenchmeasured by us | Planning scorescore out of 100 | 54.8 | 54.8 |
| ROASBenchmeasured by us | Return on ad spendprofit per $1 spent | $0.66 | $0.65 |
| Arena (formerly LMArena)reported | Confirmed task successIPS effect estimate | 0.05 | 0.11 |
| Arena (formerly LMArena)reported | Praise over complaintIPS effect estimate | -0.03 | 0.11 |
| Arena (formerly LMArena)reported | SteerabilityIPS effect estimate | 0.02 | 0.15 |
| Arena (formerly LMArena)reported | Tool groundingIPS effect estimate | 0.00 | 0.00 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,422 | 1,424 |
| Arena (formerly LMArena)reported | Business, management and financeArena rating | 1,452 | 1,465 |
| Arena (formerly LMArena)reported | Creative writingArena rating | 1,403 | 1,451 |
| Arena (formerly LMArena)reported | Expert promptsArena rating | 1,505 | 1,507 |
| Arena (formerly LMArena)reported | Instruction followingArena rating | 1,443 | 1,447 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,442 | 1,457 |
| Arena (formerly LMArena)reported | Writing, literature and languageArena rating | 1,415 | 1,440 |
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.