# Decider vs GLiClass (slim)

> Decider scores 69.5 (B) on agent readiness against GLiClass's 49.9 (D), and leads in 4 of 7 scored categories. GLiClass leads on transparency & trust. Both do inference decision. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/decider-vs-gliclass.md (~2,200 tokens) · this version ~480 tokens · JSON https://www.anchorterminal.com/compare/decider-vs-gliclass.json · canonical https://www.anchorterminal.com/compare/decider-vs-gliclass
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Decider scores 69.5 (B) on agent readiness against GLiClass's 49.9 (D), and leads in 4 of 7 scored categories. GLiClass leads on transparency & trust. Both do inference decision.

- Decider: B 69.5, rank #172 of 842 · https://www.anchorterminal.com/tools/decider.min.md
- GLiClass: D 49.9, rank #697 of 842 · https://www.anchorterminal.com/tools/gliclass.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 43; Schema & documentation, 78 against 49; Agent ergonomics, 80 against 60; Maintenance & community, 87 against 44.
- GLiClass, good for Topic, intent and sentiment routing over a known label set on the owner's own CPU or GPU, where many labels must be scored at once. Ahead on Transparency & trust, 64 against 46.

| Category | Decider | GLiClass |
| --- | --- | --- |
| Reliability (16%) | 90 | 43 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 78 | 49 |
| Agent ergonomics (13%) | 80 | 60 |
| Security & auth (14%) | 38 | 38 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 87 | 44 |
| Transparency & trust (7%) | 46 | 64 |

| Fact (where they differ) | Decider | GLiClass |
| --- | --- | --- |
| Vendor | Mark Marosi (Mapika) | Knowledgator |
| Licence | Apache-2.0 (code and weights) | Apache-2.0 (library and the model weights we checked) |
| Last release | 2026-10-07 | 2026-07-21 |
| Popularity | 1.1k stars, 2.7k PyPI/wk | 555 stars, 13k PyPI/wk |