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FynoLabs vs Curbi

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

FynoLabs compared with Curbi
DetailFynoLabs logo FynoLabsCurbi logo Curbi
What it doesManaged AI trainers, LLM evaluators and benchmark authors for AI labs and data partners Check AI agent replies against configured rules and verify signed records
StageNot given Not given
FoundedNot given Not given
Based inIN Not given
Pricing modelContact for pricing Freemium
PricingNot given Free: local open-source checker, browser policy checks, six read-only MCP tools, regression export and offline verification. Managed Check API: $1 per 1,000 checked replies, USD, monthly usage billing through Stripe.
Key features
  • Coding-agent benchmarks in Terminal-Bench and SWE-bench style
  • Research reproduction in PaperBench style
  • Model evaluation and RLHF with preference ranking
  • Long-horizon agent tasks with planning and tool use
  • STEM and expert reasoning questions at PhD level
  • Trial task scoring before work begins
  • Peer review on every item
  • Senior reviewer calibration on each batch
  • Product design and full-stack development for SaaS and AI
  • LLM assistants and voice AI integration
  • Check agent replies against configured pricing, forbidden phrases, and action records
  • Policy Check tool with browser interface for testing rules
  • Model Context Protocol endpoint for Claude, ChatGPT and other MCP clients
  • Offline verification with signed records and Merkle proofs
  • Repair Lab for reproducing and fixing integration failures
  • Managed Check API with pricing transparency
  • MIT-licensed open-source local checker
  • Framework connectors for LangChain and Vercel AI SDK
  • MCP Chaos proxy for testing agent behavior
What makes it different
  • One programme lead and point of contact instead of managing hundreds of individual profiles
  • Scored trial on your rubric for every expert, not just CV and quiz screens
  • Second review on every item plus senior calibration, not just spot checks
  • Published quality numbers: 2,500+ tasks authored, 90% acceptance rate, 4.89/5 rating
  • Pilot staffing in days with 5 to 10 experts
  • Verifiable AI agent compliance without authorization or permission granting
  • Evidence and records portable across platforms and models
  • Transparent per-reply pricing with clear usage examples
  • Open-source core with portable verification
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)00
Referring domains (Majestic)10

4 details filled in for both companies.

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