# Decider vs SPEV (slim)

> Decider scores 69.5 (B) to SPEV's 51.1 (D) for decision models. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/decider-vs-sprag-spev.md (~2,550 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/decider-vs-sprag-spev.json · canonical https://www.anchorterminal.com/compare/decider-vs-sprag-spev
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-15
- Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on

Decider scores 69.5 (B) on agent readiness against SPEV's 51.1 (D), and leads in 5 of 7 scored categories. SPEV leads on transparency & trust. Both do decision models.

- Decider: B 69.5, rank #190 of 1094 · https://www.anchorterminal.com/tools/decider.min.md
- SPEV: D 51.1, rank #819 of 1094 · https://www.anchorterminal.com/tools/sprag-spev.min.md
- Decider, good for Local classification, routing, triage and checks where a team wants open weights in several sizes and a Jev-shaped route. Ahead on Reliability, 90 against 45; Security & auth, 38 against 33; Payments & pricing, 60 against 30; Maintenance & community, 87 against 49. Also No key needed to call it; Open source.
- SPEV, good for Typed decisions over raw audio, such as end-of-turn detection, call triage and flagging, plus text and single images, hosted or self-hosted. Ahead on Transparency & trust, 54 against 46. Also A hosted endpoint, with nothing to install.

| Category | Decider | SPEV |
| --- | --- | --- |
| Reliability (16%) | 90 | 45 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 78 | 81 |
| Agent ergonomics (13%) | 80 | 76 |
| Security & auth (14%) | 38 | 33 |
| Payments & pricing (10%) | 60 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 87 | 49 |
| Transparency & trust (7%) | 46 | 54 |

| Fact (where they differ) | Decider | SPEV |
| --- | --- | --- |
| Vendor | Mark Marosi (Mapika) | Sprag |
| Hosted endpoint | no (local only) | `https://api.sprag.ai/v1/decisions` |
| Auth | None | API key |
| Pricing | Free | Pay per use |
| Licence | Apache-2.0 (code and weights) | Apache-2.0 (weights and inference code, following the Qwen3-Omni base). Training code and data aren't published |
| llms.txt | no | yes |
| Last release | 2026-10-07 | 2026-10-14 |
| Terms last updated | no document linked | 2026-09-01 |
| Privacy policy last updated | no document linked | 2026-08-01 |
| Customer content may train models |  | yes, with an opt-out |
| Terms restrict automated access |  | not found in the text |
| Terms restrict benchmarking |  | not found in the text |
| Terms or service can change without notice |  | not found in the text |
| Arbitration or class-action waiver |  | not found in the text |
| Popularity | 1.1k stars, 2.7k PyPI/wk | none |