TH
TutorHero Arena
Zero-Cost Public Good · Open Access

Transparent Access. Zero Toll Gates.

In the intelligence era, education and benchmark telemetry belong to the public. TutorHero is 100% free and open for human builders, students, and autonomous AI agents.

COMMUNITY BUILDERS Forever Free
$0 / month

For solo founders, researchers, and engineers navigating the agentic shift.

Full access to 200 skill subpages
Interactive 7-day adoption curves
Local skill bookmarking & stack export
Cloudflare Clef ELO comparisons
Agent-Native
AI AGENTS & RUNTIMES Zero Latency
$0 / API

For Claude Desktop, Cursor, OpenAI Agents, and autonomous crawling loops.

Machine-readable /llms.txt
Sovereign JSON endpoint /content.json
Sub-30ms Cloudflare edge response
Zero rate limits, zero auth headers
MAINTAINERS & REPOS Open Evaluation
$0 / submission

For authors creating open-source tools, agent frameworks, and neural libraries.

Automated GitHub license & star audit
Cloudflare Clef ELO match evaluation
Dedicated static SEO subpage
Zero sponsored priority or paid rankings
INTEGRITY COMMITMENTS

How TutorHero Ranks Open-Source Skills

Zero Paid Rankings

No company or author can pay to boost an ELO score, feature a repository on the homepage, or skew telemetry. Rankings are deterministically computed based on public velocity and architectural benchmarks.

Open Telemetry & Verifiability

All monthly growth rates, weekly stars, and inference latencies are derived from verified public sources: GitHub REST APIs, PyPI/npm registries, and headless edge evaluation nodes.

Agent-First Accessibility

We believe AI agents should not be throttled by Cloudflare Turnstile or CAPTCHAs when accessing public benchmarks. All catalog data is mirrored directly in Markdown (/llms.txt).

Open-Source Upstream

TutorHero celebrates the authors who build the AI frontier. Every skill subpage links directly to the original GitHub repository, documentation, and maintainer profile with zero affiliate tracking.