Item detail
github.com

Jeeves

RepoRadar surfaced Jeeves — a model release — into the Radar section, where it sits at Bronze tier with a 'worth watch' verdict. Its strongest signal is open-source/build quality, scored 8.4 out of 10.

Score7.5
Popularity100.0
Risknone
TierBronze
Score breakdown
Usefulness7.5
Novelty7.5
Momentum7.5
Maturity8.0
Open-source/build8.4
Evidence7.2
Workflow potential7.9
Setup ease6.4

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

Why it matters

It is a self-hostable alternative for routing, labelling and judgement calls where a small classifier is not accurate enough, and the release includes everything needed to retrain it. The benchmark figures are the authors' own, and the weights need a CUDA GPU or an Apple Silicon Mac with 48 GB or more.

Where this stands now

Jeeves ranks #930 of 3231 tracked Radar items by composite score (7.5 against a section median of 4.9). The section currently carries 2115 Bronze, 645 Gold, 471 Silver. RepoRadar has retained observations for this record since 2026-09-30 (10 days in the current window). Signal extremes versus the section: momentum at the 81th percentile; novelty at the 77th percentile.

Who should use it

developers routing or classifying text agent builders needing judgement calls ML engineers studying reasoning classifiers

Who should skip it

Skip Jeeves if the source repository or demo is inactive, unmaintained, or no longer matches the description shown here.

About this signal

Jeeves is tracked by RepoRadar as a model release in the Radar section. First seen 2026-09-30; the source record was last checked on 2026-09-30. The current verdict is 'worth watch' with a Bronze tier and Moderate setup difficulty. Across RepoRadar's eight signals, Jeeves is strongest on open-source/build quality (8.4) and maturity (8.0) and weakest on setup ease (6.4) — a profile worth weighing against your own priorities. 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 Jeeves record combines a 7.5/10 composite score with separate popularity (100.0), risk (none), and setup (Moderate) signals. See the scoring methodology for the current weights and evidence definitions.

Questions worth asking before you adopt this

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
decision models classification reasoning qwen calibration
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-10-10T17:09:29.745535Z.

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 →

9 dated snapshots retained from 2026-10-01 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 score7.5 current · +0.0 net
Repository momentum7.5 current · -1.5 net
GitHub stars (observed)420 current · +40 net
GitHub stars420 exact observation
VersionNot reported by source
Last releaseNot reported by source
MaintenanceActive
Current riskNone
Current verdictWorth a watch
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
2026-10-107.57.5420NoneWorth a watchActive
2026-10-097.57.5418NoneWorth a watchActive
2026-10-087.59.0414NoneWorth a watchActive
2026-10-077.59.0414NoneWorth a watchActive
2026-10-067.59.0414NoneWorth a watchActive
2026-10-057.59.3410NoneWorth a watchActive
2026-10-037.59.0401NoneWorth a watchActive
2026-10-027.59.0395NoneWorth a watchActive
2026-10-017.59.0380NoneWorth a watchActive

Why the record changed

Stars change

Stars changed: 419 → 420.

Stars change

Stars changed: 418 → 419.

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Stars changed: 378 → 380.