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Convai InnovationsMapikaDecision matchup

Layavs.Decider 0.8B

Which model makes better decisions?

Laya and Decider 0.8B perform about the same in independent tests.

Independent tests
Laya0 of 1
Decider 0.8B0 of 1
Zero-shot IE benchmark
Popularity
Laya0
Decider 0.8Bahead39
out of 100
Weights and access
Layaopen, local
Decider 0.8Bopen, local
Size
Layasmaller0.42 B
Decider 0.8B0.8 B
Parameters

Pick Laya for

smaller

Pick Decider 0.8B 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

level

Zero-shot IE spectrum: mixed-pool classification accuracy

Laya68.8
Decider 0.8B83.3

48 tasks, as of October 17, 2026

Source · latest October 17, 2026

All data side by side

LayaDecider 0.8B
KindStandaloneStandalone
DeveloperConvai InnovationsMapika
StatusOpen sourceOpen source
Weightsopenopen
Runs locallyyesyes
Parameters0.42 B0.8 B
LicenseApache-2.0Apache-2.0
Popularity (out of 100)039

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Decider 0.8Bvs.Clef-FlashDecider 0.8Bvs.GLiNER2.5-DecideDecider 0.8Bvs.Intern-Decision-4BDecider 0.8Bvs.Kev 0.8BLaya Typed Decisionsvs.Decider 0.8BDecider 0.8Bvs.Intern-Decision-0.8BDecider 0.8Bvs.Intern-Decision-2BDecider 0.8Bvs.GLiDELayavs.Clef-Flash

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