Item detail
github.com

guoqingbao/xinfer

guoqingbao/xinfer is a framework in RepoRadar's Local Inference section, holding Gold tier and a 'try now' verdict. Its strongest signal is workflow potential, scored 9.7 out of 10.

Score8.6
Popularity7.4
Riskconditional
TierGold
Score breakdown
Usefulness9.0
Novelty9.0
Momentum7.0
Maturity6.8
Open-source/build8.4
Evidence7.2
Workflow potential9.7
Setup ease6.4

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

Why it matters

Useful for platform and infra engineers shipping self-hosted LLM serving on constrained, Python-free, or edge environments where pulling in PyTorch and the Python toolchain is operationally painful.

Who should use it

platform and infra engineers running self-hosted LLM inference Rust/C++/Go teams that need to embed LLM serving without Python edge or constrained environments where PyTorch is too heavy engineers standardizing on a portable C ABI for LLM runtimes

Who should skip it

Skip guoqingbao/xinfer unless the captured evidence suggests it solves a problem you are actively working on.

About this signal

guoqingbao/xinfer is tracked by RepoRadar as a framework in the Local Inference section. First seen 2026-06-21; the source record was last checked on 2026-06-21. The current verdict is 'try now' with a Gold tier and moderate setup difficulty. Across RepoRadar's eight signals, guoqingbao/xinfer is strongest on workflow potential (9.7) and practical usefulness (9.0) 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 guoqingbao/xinfer record combines a 8.6/10 composite score with separate popularity (7.4), risk (conditional), and setup (moderate) 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

It loads and executes model weights and GPU kernels on your hardware, so verify the trust chain of any downloaded checkpoint, pin model hashes, and sandbox the runtime before exposing it on shared infrastructure.

Evidence links
Closest alternatives / related signals
llm-inference rust gpu pytorch-free serving open-source
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-08-13T20:20:15Z.

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 →

44 dated snapshots retained from 2026-06-21 through 2026-08-13; 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 score8.6 current · +0.0 net
Repository momentum9.0 current · +2.0 net
GitHub stars (observed)302 current · +17 net
GitHub stars302 exact observation
Versionv0.14.2
Last release2026-08-02T12:24:17Z
Maintenanceactive
Current riskconditional
Current verdicttry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselinevLLM

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-138.69.0302conditionaltry nowactive
2026-08-128.69.0302conditionaltry nowactive
2026-08-118.69.0302conditionaltry nowactive
2026-08-108.69.3302conditionaltry nowactive
2026-08-098.69.0299conditionaltry nowactive
2026-08-088.69.0299conditionaltry nowactive
2026-08-078.69.3298conditionaltry nowactive
2026-08-068.67.0Not recordedconditionaltry nownot recorded
2026-08-058.67.0Not recordedconditionaltry nownot recorded
2026-08-048.69.3298conditionaltry nowactive
2026-08-038.69.3298conditionaltry nowactive
2026-08-028.69.0296conditionaltry nowactive

Why the record changed

stars changed

Stars changed: 299 → 302.

stars changed

Stars changed: 298 → 299.

version changed

Version changed: v0.14.1 → v0.14.2.

stars changed

Stars changed: 296 → 298.

stars changed

Stars changed: 296 → 295.

stars changed

Stars changed: 287 → 296.

version changed

Version changed: v0.13.8 → v0.14.1.

stars changed

Stars changed: 285 → 287.