# Celeris-1 Decision vs ScaleDown (slim)

> Celeris-1 Decision and ScaleDown score within a point of each other for decision models, 49.3 and 48.6 out of 100. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/celeris-1-decision-vs-scaledown.md (~2,700 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/celeris-1-decision-vs-scaledown.json · canonical https://www.anchorterminal.com/compare/celeris-1-decision-vs-scaledown
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-14
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Celeris-1 Decision and ScaleDown score within a point of each other on agent readiness, 49.3 (D) and 48.6 (D). ScaleDown leads on schema & documentation, payments & pricing and maintenance & community. Both do decision models.

- Celeris-1 Decision: D 49.3, rank #856 of 1084 · https://www.anchorterminal.com/tools/celeris-1-decision.min.md
- ScaleDown: D 48.6, rank #873 of 1084 · https://www.anchorterminal.com/tools/scaledown.min.md
- Celeris-1 Decision, good for Multimodal classification, routing and bounded decisions with probabilities and optional explanations Ahead on Reliability, 40 against 20.
- ScaleDown, good for Cheap, high-volume labelling, routing and yes or no checks where a probability is more useful than prose, and for pulling described fields with offsets from text, images or PDFs. Ahead on Schema & documentation, 69 against 60; Payments & pricing, 40 against 20; Maintenance & community, 56 against 40. Also Free to start without a card.

| Category | Celeris-1 Decision | ScaleDown |
| --- | --- | --- |
| Reliability (16%) | 40 | 20 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 60 | 69 |
| Agent ergonomics (13%) | 80 | 76 |
| Security & auth (14%) | 45 | 48 |
| Payments & pricing (10%) | 20 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 40 | 56 |
| Transparency & trust (7%) | 53 | 54 |

| Fact (where they differ) | Celeris-1 Decision | ScaleDown |
| --- | --- | --- |
| Vendor | Celeris (Marqo Inc) | Carbon ScaleDown, Inc. |
| Hosted endpoint | `https://inference.celeris.ai/celeris-1-decision/v1/systemone` | `https://api.scaledown.xyz` |
| Price for decision models | free | not published |
| Licence | Proprietary hosted model under Celeris terms of service | Proprietary hosted models under ScaleDown's Terms of Service. The langchain-scaledown integration is MIT |
| Last release | 2026-10-08 | 2026-10-14 |
| Terms last updated | 2026-09-08 | couldn't be read |
| Privacy policy last updated | 2026-07-23 | couldn't be read |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | yes | couldn't be read |
| Terms or service can change without notice | not found in the text | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | none | 0 stars |