MapikaCloudflareDecision matchup
Decider 0.8Bvs.Clef-Flash
Which model makes better decisions?
Decider 0.8B and Clef-Flash perform about the same in independent tests.
Independent testsZero-shot IE benchmark
Decider 0.8B0 of 1
Clef-Flash0 of 1
Popularityout of 100
Decider 0.8B39
Clef-Flashahead51
Weights and access
Decider 0.8Bopen, local
Clef-Flashopen, local
SizeParameters
Decider 0.8Bsmaller0.8 B
Clef-Flash9 B
Pick Decider 0.8B for
smaller
Pick Clef-Flash for
more popular
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
levelZero-shot IE spectrum: mixed-pool classification accuracy
Decider 0.8B83.3
Clef-Flash83.3
48 tasks, as of October 17, 2026
Source · latest October 17, 2026
All data side by side
| Decider 0.8B | Clef-Flash | |
|---|---|---|
| Kind | Standalone | Standalone |
| Developer | Mapika | Cloudflare |
| Status | Open source | Active |
| Released | n/a | October 1, 2026 |
| Weights | open | open |
| Runs locally | yes | yes |
| Parameters | 0.8 B | 9 B |
| License | Apache-2.0 | Apache-2.0 |
| Price | n/a | $0.090 per 1M input tokens (8,182 neurons per 1M) |
| Popularity (out of 100) | 39 | 51 |