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Tokmetry vs Overmind

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

Tokmetry compared with Overmind
DetailTokmetry logo TokmetryOvermind logo Overmind
What it doesKnow exactly where every AI dollar goes The model training platform for AI teams
StageNot given Not given
FoundedNot given Not given
Based inPY Not given
Pricing modelFreemium Freemium
PricingFree: $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). Free: $0/month with $50 in credits once, 1 seat per project, every feature, console, CLI and MCP server, community Discord support. Pro: $120/month with $120 in credits every month, unlimited seats, priority support. Enterprise: Custom pricing, contact for details.
Key features
  • 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
  • OpenTelemetry agent tracing and trace import from Langfuse, LangSmith, Braintrust and Galileo
  • Generated evals and Agent Optimizer runs that return scored code diffs
  • Data Workshop with dataset preparation and quality checks
  • Model training with recommended settings for LoRA or full fine-tuning
  • Benchmarks against your current model on the same eval set
  • Hosted OpenAI-compatible inference and downloadable model weights
  • Console, CLI and MCP server access
  • OpenAI-compatible API for trained models
What makes it different
  • 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
  • Own your trained models with downloadable weights and checkpoints
  • Zero third-party training with data never leaving your pipeline
  • Open source and self-hostable with Docker Compose
  • Built by security and defense intelligence pioneers
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check44 no change since last check
Trust Flow (Majestic)010
Citation Flow (Majestic)2235
Referring domains (Majestic)2201

5 details filled in for both companies.

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