Head to head
Compute Finance Oracle vs Shelfatlas Catalog
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
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Live AI compute pricing oracle — real-time LLM model prices across providers
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Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Shelfatlas Catalog (87/100 against 72). Shelfatlas Catalog is hosted and callable through the gateway; Compute Finance Oracle runs on your own machine.
| Compute Finance Oracle | Shelfatlas Catalog | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B72/100 | A87/100 |
| Adoption | Growing | New |
| GitHub stars | 0 | 0 |
| Downloads / week | 214 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 22 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-18 | 2026-09-03 |
| Category | Finance | Finance |