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gamAI vs Biddle

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

gamAI compared with Biddle
DetailgamAI logo gamAIBiddle logo Biddle
What it doesTrust layer for AI agents with deterministic gating, isolated execution, and proof for every action The AI teammate that keeps your product team on the same page
StageNot given MVP
FoundedNot given Not given
Based inNot given US
Pricing modelNot given Free
PricingNot given Free during early access. Paid plans will be a flat team price with low-cost extra seats.
Key features
  • Deterministic gate that decides before running language models
  • Isolated code execution with sandboxing and micro-VMs
  • Append-only audit logs with SHA-256 manifests and hash-chained verification
  • Honesty measurement under load across multiple nodes
  • Fleet management with trust plane for machines
  • OpenAI-compatible endpoints and MCP support
  • 49% UI grounding capability on 600 tasks
  • 95.2% tool calling accuracy
  • 31.6 milliseconds p50 task latency
  • 0.43% false claim rate on 12,344 recorded actions
  • Personalized daily briefings for each team member
  • Tracks decisions and links them to code changes
  • Reads GitHub pull requests, commits, reviews, CI, and issues
  • Sends nudges when code drifts from decisions
  • Connects to Linear and Notion for work tracking
  • Links Stripe and Google Analytics data with code changes
  • Every claim has a source link
  • Respects channel privacy in Slack
What makes it different
  • Complete auditability with cryptographic proof for every action
  • No vendor lock-in with open standards and open source
  • Measured honesty benchmarks with 0.43% false claim rate
  • Production-ready with verified open source repositories and green CI
  • Maintains a shared record of decisions without manual status updates
  • Each person sees only changes relevant to their work
  • Corrected decisions update everyone's briefing in real-time
  • Designed for teams with AI agents writing most of the code
  • Proactively alerts when important decisions are at risk
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check18 no change since last check
Trust Flow (Majestic)40
Citation Flow (Majestic)154
Referring domains (Majestic)31

3 details filled in for both companies.

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