Analysis updated 2026-05-18
Check whether an AI API relay provider is silently swapping the model you paid for.
Compare uptime, latency, and pricing across multiple relay providers before choosing one.
Read real user reviews about a relay provider's support and refund experience.
Self host the review platform and connect your own detection and uptime monitor services.
| fanbidog/okkmax-web | ambrosex/larksnap | tauri-apps/meilisearch-docsearch | |
|---|---|---|---|
| Stars | 170 | 169 | 171 |
| Language | TypeScript | TypeScript | TypeScript |
| Last pushed | — | — | 2026-07-04 |
| Maintenance | — | — | Active |
| Setup difficulty | moderate | easy | moderate |
| Complexity | 4/5 | 2/5 | 2/5 |
| Audience | developer | general | developer |
Figures from each repo's GitHub metadata at analysis time.
Needs Node.js 20+, PostgreSQL, and a separate detection backend for full functionality.
OkkMax is a website and web application that acts as an independent review and directory for AI API relay providers. Relay providers are middlemen services that let people access AI models such as Claude, GPT, or Gemini through their own endpoint instead of going straight to the official provider. The problem this project addresses is that some relay providers quietly swap the model you paid for with a cheaper one, or disappear without warning, and there was previously no easy way to check this before paying. The site runs two independent tracks of verification. The first is automated testing: scheduled probes check each provider using its own account, verifying authenticity through what the README calls a thinking signature from Anthropic that cannot be forged, along with uptime, response speed, and pricing. This data is written straight to the database so it cannot be edited by hand. The second track is real user reviews, including ratings, comments, and pros and cons tags, which cover things automated tests cannot measure, such as customer support and refund experience. Key features include provider rankings that combine authenticity, availability, and speed into one score, a model IQ leaderboard that tracks whether mainstream models are quietly getting worse over time, a purity check that labels each provider as official, mixed, or questionable, minute level uptime monitoring, a review community, a bring your own key testing tool where a pasted API key is used once and never stored, and a price comparison table. The site also supports Chinese and English. Technically, this repository is the Next.js and Prisma powered website and data layer only. Running a complete platform also requires a separate detection backend for one time provider tests and a separate uptime monitor service that writes results into this app's database. Self hosting requires Node.js 20 or newer and PostgreSQL, with setup done through npm install, Prisma migrations, and environment variables. The project is written in TypeScript, licensed under MIT, and would mainly interest developers who rely on relay providers for AI API access and want to verify a provider before paying, as well as anyone curious about building their own review platform.
An independent review site that verifies AI API relay providers for authenticity, uptime, and pricing.
Mainly TypeScript. The stack also includes TypeScript, Next.js, Prisma.
Use freely for any purpose, including commercial use, as long as you keep the copyright notice.
Setup difficulty is rated moderate, with roughly 30min to a first successful run.
Mainly developer.
This repo across BitVibe Labs
Verify against the repo before relying on details.