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GLiNER 2.5 multi vs GLiNER2.5-Decide

GLiNER 2.5 multi and GLiNER2.5-Decide have no measured difference in accuracy, calibration or cost in our data yet.

SpecGLiNER 2.5 multiGLiNER2.5-Decide
ProviderFastinoFastino
Decision Index score—9.2
Calibration error (ECE)—0.088
Median latency (p50)—23 ms
Cost per 1,000 decisions——
Parameters287M486M
Open weightsYesYes
Question typesChoice (one of N options), Score (ordered rubric), Yes / no, Extraction (typed spans)Choice (one of N options), Score (ordered rubric), Yes / no, Extraction (typed spans)
MechanismSpan encoder (GLiNER family)Span encoder (GLiNER family)
LicenseApache 2.0apache-2.0

FAQ

Is GLiNER 2.5 multi or GLiNER2.5-Decide more accurate?

At least one of the two has no Jev Decision Index score yet, so their accuracy cannot be compared here.

Which is better calibrated, GLiNER 2.5 multi or GLiNER2.5-Decide?

No calibration difference between GLiNER 2.5 multi and GLiNER2.5-Decide is recorded yet.

Is GLiNER 2.5 multi or GLiNER2.5-Decide cheaper per 1,000 decisions?

A hosted price is not recorded for both models; open-weight models cost the compute you run them on.

Cost per 1,000 decisions assumes 200 input tokens per decision. Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.