Item detail
huggingface.co

GLiNER2.5-Decide

GLiNER2.5-Decide is a model release in RepoRadar's Models section, holding Silver tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 9.0 out of 10.

Score7.9
Popularity100.0
Risknone
TierSilver
Score breakdown
Usefulness8.0
Novelty7.0
Momentum8.0
Maturity8.2
Open-source/build6.8
Evidence7.2
Workflow potential9.0
Setup ease8.8

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

A 340M model that takes new labels without retraining is small enough to run on CPU next to an agent, and handles the classification steps that are otherwise sent to a large LLM. Apache-2.0 weights make it usable commercially.

Where this stands now

GLiNER2.5-Decide ranks #5 of 66 tracked Models items by composite score (7.9 against a section median of 4.9). The section currently carries 58 Bronze, 5 Silver, 3 Gold. RepoRadar has retained observations for this record since 2026-09-26 (14 days in the current window). Signal extremes versus the section: momentum at the 91th percentile; novelty at the 86th percentile.

Who should use it

developers building routing or triage teams classifying support tickets or messages local AI users

Who should skip it

Consider GLiNER2.5-Decide lower priority if you already have a working solution in this category.

About this signal

GLiNER2.5-Decide is tracked by RepoRadar as a model release in the Models section. First seen 2026-09-26; the source record was last checked on 2026-09-26. The current verdict is 'try now' with a Silver tier and Easy setup difficulty. GLiNER2.5-Decide leads on workflow potential (9.0) and setup ease (8.8); its lowest signal is open-source/build quality (6.8), so factor that in before investing setup time. This page summarizes the public evidence on the linked source page and states where additional review is still needed.

How this item is evaluated

The GLiNER2.5-Decide record combines a 7.9/10 composite score with separate popularity (100.0), risk (none), and setup (Easy) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read Local AI vs. hosted APIs: how to choose for the checklist behind this score.

Risk explanation

No inherent user-impacting risk is flagged from the captured evidence.

Evidence links
Closest alternatives / related signals
classification zero-shot gliner decision models small models
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-10-10T17:08:49Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

13 dated snapshots retained from 2026-09-27 through 2026-10-10; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score7.9 current · +0.0 net
Momentum signal8.0 current · +0.0 net
GitHub starsNot tracked for this record
VersionNot reported by source
Last releaseNot reported by source
MaintenanceNot yet measured
Current riskNone
Current verdictTry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-10-107.98.0Not recordedNoneTry nowNot yet measured
2026-10-097.98.0Not recordedNoneTry nowNot yet measured
2026-10-087.98.0Not recordedNoneTry nowNot yet measured
2026-10-077.98.0Not recordedNoneTry nowNot yet measured
2026-10-067.98.0Not recordedNoneTry nowNot yet measured
2026-10-057.98.0Not recordedNoneTry nowNot yet measured
2026-10-037.98.0Not recordedNoneTry nowNot yet measured
2026-10-027.98.0Not recordedNoneTry nowNot yet measured
2026-10-017.98.0Not recordedNoneTry nowNot yet measured
2026-09-307.98.0Not recordedNoneTry nowNot yet measured
2026-09-297.98.0Not recordedNoneTry nowNot yet measured
2026-09-287.98.0Not recordedNoneTry nowNot yet measured

Why the record changed

New entry

Newly added to RepoRadar's decision catalog.