ollama-benchmark: LLM Benchmark for Throughput via Ollama (Local LLMs)

by aidatatools · Agent Tool · ★ 397

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 73/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiai-toolsbenchmarkllmollama

Quick Facts

Stars397
Forks48
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score73/100
Open Issues7
Last Updated2026-10-27
Created2024-01-18
Platformspython
Est. Tokens~14k

About ollama-benchmark

llm-benchmark (ollama-benchmark) LLM Benchmark for Throughput via Ollama (Local LLMs) Measure how fast your local LLMs really are—with a simple, cross-platform CLI tool that tells you the tokens-per-second truth. Installation prerequisites Working Ollama installation.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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