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GLiNER2.5-Decide vs GLiNER 2.5 multi

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

SpecGLiNER2.5-DecideGLiNER 2.5 multi
ProviderFastinoFastino
Decision Index score10.1—
Calibration error (ECE)0.088—
Median latency (p50)23 ms—
Cost per 1,000 decisions——
Parameters486M287M
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 GLiNER2.5-Decide or GLiNER 2.5 multi 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, GLiNER2.5-Decide or GLiNER 2.5 multi?

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

Is GLiNER2.5-Decide or GLiNER 2.5 multi 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.