MapikaFastino LabsDecision matchup
Decider 0.8Bvs.GLiNER2.5-Decide
Which model makes better decisions?
Decider 0.8B and GLiNER2.5-Decide perform about the same in independent tests.
Pick Decider 0.8B for
Pick GLiNER2.5-Decide for
Shared tests
Independent evaluators and leaderboards only, the newest shared snapshot per evaluator. With 95 % ranges a lead counts when they do not overlap; for hit rates, when it holds in a 95 % test. Without any uncertainty figure at most “slightly ahead”.
Zero-shot IE benchmark
levelDecider 0.8B is clearly ahead in 0 of 4 subtests, GLiNER2.5-Decide in none. 4 are level.
Zero-shot IE multilingual: rare-language tier accuracy
18 tasks, as of October 17, 2026
Zero-shot IE multilingual: medium-resource-language tier accuracy
18 tasks, as of October 17, 2026
Zero-shot IE multilingual: popular-language tier accuracy
18 tasks, as of October 17, 2026
Show all 4 subtests
| Subtest | Decider 0.8B | GLiNER2.5-Decide | Verdict |
|---|---|---|---|
| Zero-shot IE multilingual: rare-language tier accuracy | 50.0 % | 33.0 % | level |
| Zero-shot IE multilingual: medium-resource-language tier accuracy | 100.0 % | 83.0 % | level |
| Zero-shot IE multilingual: popular-language tier accuracy | 100.0 % | 89.0 % | level |
| Zero-shot IE spectrum: mixed-pool classification accuracy | 83.3 | 85.4 | level |
Source · latest October 17, 2026
All data side by side
| Decider 0.8B | GLiNER2.5-Decide | |
|---|---|---|
| Kind | Standalone | Classifier |
| Developer | Mapika | Fastino Labs |
| Status | Open source | Open source |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 0.8 B | 0.34 B |
| License | Apache-2.0 | Apache-2.0 |
| Popularity (out of 100) | 39 | 56 |