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act101 vs Tokmetry

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

act101 compared with Tokmetry
Detailact101 logo act101Tokmetry logo Tokmetry
What it doesQuality infrastructure for AI-written code with deterministic refactoring and a merge gate Know exactly where every AI dollar goes
StageStartup Not given
Founded2026 Not given
Based inUS PY
Pricing modelFreemium Freemium
PricingBuilder Edition: Free forever for personal, non-commercial, and open-source use. Engineering Edition: $29/month or $299/year (save 14%). Architecture Edition: $59/month or $599/year (save 15%). Elite Edition: $99/month or $999/year (save 16%). Enterprise: Custom pricing, contact sales. All editions Free: $0/month (1 developer, 1 project, 7-day event history). Starter: $10/month (3 developers, 2 projects, 30-day event history). Team: $50/month (10 developers, 5 projects, 90-day event history). Business: $100/month (100 developers, 100 projects, 180-day event history).
Key features
  • 182 AST-aware refactor operations for code transformation
  • 42 codebase analyzers for code analysis
  • Support for 163 programming grammars
  • Deterministic merge gate with signed receipts
  • MCP server and CLI interfaces
  • Cross-file import updates and automatic checkpointing
  • 10 cross-language porting operations
  • Instant undo for all operations
  • ~88% token savings on query operations
  • Native binary with zero dependencies and no supply chain risk
  • Track spending by project, developer, model and provider
  • Privacy-preserving SDK that never collects prompts or responses
  • Fail-open design ensures AI calls work even if Tokmetry API is down
  • Support for OpenAI, Anthropic and Google Gemini
  • Cost calculator to estimate spending on different models
  • No latency added to AI calls
  • Historical cost tracking with versioned pricing
What makes it different
  • Deterministic verdicts and signed receipts for every code change ensure reproducible quality gates
  • Built by engineer with decades of production experience in correctness-critical domains
  • Designed for privacy with only metadata collection, never storing prompts or API keys
  • Fail-open architecture ensures your AI application keeps running even if the service goes down
  • One-line integration with no proxy or gateway required
  • Unified view across multiple AI providers with normalized costs
  • Waste detection and cost comparison between models
Community votes00
DR (Domain Rating by Ahrefs)26 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)80
Citation Flow (Majestic)3122
Referring domains (Majestic)1822

6 details filled in for both companies.

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