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FynoLabs vs Kalytera

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 Kalytera
DetailFynoLabs logo FynoLabs Kalytera
What it doesManaged AI trainers, LLM evaluators and benchmark authors for AI labs and data partners Catch your AI agents' mistakes, block the dangerous ones
StageNot given Startup
FoundedNot given 2026
Based inIN Not given
Pricing modelContact for pricing Not given
PricingNot given Free: $0/month with 5,000 conversations/month, Langfuse or LangSmith integration, problems and Slack alerts, rules that block costly actions, no credit card required. Starter: $49/month for 25,000 conversations/month plus email support. Growth: $149/month for 100,000 conversations/month plus priorit
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
  • Monitor AI agent conversations without code by connecting Langfuse or LangSmith
  • Judge conversations on six criteria: accuracy, goal alignment, decision quality, completeness, helpfulness, and factuality
  • Create code-based rules that block risky actions before they run
  • Group failures into problems with suggested rules and failure counts
  • Send Slack alerts for serious mistakes and reply checks immediately
  • Add to agents with one line of Python code for OpenAI Agents SDK, LangChain and LangGraph
  • Mask sensitive data like email addresses, phone numbers and card numbers before sending to Kalytera
  • Rules continue running offline if Kalytera goes down
  • Correct judge verdicts by marking conversations as passed or failed
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
  • Rules are code-based, not AI, so they cannot be overridden or argued with
  • No code setup using Langfuse or LangSmith connections for immediate visibility
  • Rules continue protecting agents even when Kalytera is offline
  • Catches exact mistakes from real AI agent incidents like database deletes, account takeovers and crypto theft
  • Customer data stays on your servers; Kalytera only reads conversations, never writes or stores sensitive data
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check1 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)014
Referring domains (Majestic)128

3 details filled in for both companies.

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