Item detail
github.com

BiNeuron

BiNeuron is a code repository that RepoRadar is tracking in its Radar section, currently rated Silver tier with a 'watch' verdict. Its strongest signal is setup ease, scored 8.8 out of 10.

Score6.4
Popularity10.0
Riskconditional
TierSilver
Score breakdown
Usefulness6.5
Novelty6.0
Momentum5.5
Maturity5.0
Open-source/build8.4
Evidence7.2
Workflow potential6.8
Setup ease8.8

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

Why it matters

A genuinely offline multi-format local assistant with hardware-aware model selection is useful on locked-down machines; MIT licensing keeps it forkable.

Where this stands now

BiNeuron ranks #1111 of 3231 tracked Radar items by composite score (6.4 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 2026-09-23 (17 days in the current window).

Who should use it

local AI users developers on restricted networks

Who should skip it

Move on from BiNeuron if the licensing terms, language support, or platform requirements do not fit your project.

About this signal

BiNeuron is tracked by RepoRadar as a code repository in the Radar section. First seen 2026-09-23; the source record was last checked on 2026-09-23. The current verdict is 'watch' with a Silver tier and Easy setup difficulty. The standout signals for BiNeuron are setup ease (8.8) and open-source/build quality (8.4), while maturity (5.0) trails — that balance shapes where it fits best. 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 BiNeuron record combines a 6.4/10 composite score with separate popularity (10.0), risk (conditional), and setup (Easy) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to evaluate an AI tool before you adopt it for the checklist behind this score.

Risk explanation

Reads local files, documents, and images; run offline and audit proxy settings.

Evidence links
Closest alternatives / related signals
local-ai offline ocr assistant
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 →

17 dated snapshots retained from 2026-09-23 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 score6.4 current · +0.0 net
Repository momentum9.0 current · +0.0 net
GitHub stars (observed)13 current · +3 net
GitHub stars13 exact observation
Versionv0.0.4
Last release2026-09-29T11:21:30Z
MaintenanceActive
Current riskConditional
Current verdictWatch
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineClaude Code, Hugging Face, Ollama

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-10-106.49.013ConditionalWatchActive
2026-10-096.49.013ConditionalWatchActive
2026-10-086.49.013ConditionalWatchActive
2026-10-076.49.013ConditionalWatchActive
2026-10-066.49.013ConditionalWatchActive
2026-10-056.49.313ConditionalWatchActive
2026-10-036.49.010ConditionalWatchActive
2026-10-026.49.010ConditionalWatchActive
2026-10-016.49.010ConditionalWatchActive
2026-09-306.49.010ConditionalWatchActive
2026-09-296.49.010ConditionalWatchActive
2026-09-286.49.010ConditionalWatchActive

Why the record changed

Integration change

Integration changed: Hugging Face → Claude Code, Hugging Face, Ollama.

Stars change

Stars changed: 10 → 13.

Version change

Version changed: v0.0.3 → v0.0.4.

New entry

Newly added to RepoRadar's decision catalog.