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Traccia vs fractal

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

Traccia compared with fractal
DetailTraccia logo Traccia fractal
What it doesAI Agent Control Plane: Observability & Governance Long-term memory for AI agents that organizes itself and corrects itself
StageNot given MVP
FoundedNot given Not given
Based inIN SE
Pricing modelFreemium Free
PricingFree plan: $0/month with 50K events/month and 7-day retention. Team plan: $299/month with 2M events/month and 90-day retention. Business plan: $799/month with 10M events/month and 1-year retention. Enterprise plan: Custom pricing with volume pricing, custom retention, and unlimited policies. Personal: Free during early access. Unlimited memories, all agents with separate memories, no card required. Enterprise: On request, set up by the team for departmental organization with cross-department sharing and direct support.
Key features
  • Unified Agent Registry across LangChain, CrewAI, and OpenAI Agents SDK
  • End-to-End OpenTelemetry-native tracing with full execution visibility
  • Accurate cost tracking across 2,500+ models independent of trace sampling
  • PII and sensitive data detection with optional redaction and hard blocks
  • Prompt registry with versioning, comparison, and production label protection
  • Datasets, scorers, and experiment framework with evidence-attached promotion
  • Framework-agnostic design supporting dynamic agent identity and multi-agent systems
  • Real-time health scores and dashboard for agent performance monitoring
  • Self-correcting memory that updates when facts change
  • Historical memory queries with time-based retrieval
  • Automatic topic organization and hierarchy
  • Separate memory for each agent with controlled sharing
  • Multi-agent support via MCP, REST API, or LangGraph
  • AES-256 encryption at rest and in backups
  • OAuth 2.1 authentication and API key management
  • Data export and deletion capabilities
  • 37 MCP tools with automated verification on every code change
What makes it different
  • Only platform that enforces policies mid-execution instead of alerting after the fact
  • Zero runtime overhead guardrail detection using passive span processor inspection
  • Accurate cost totals at any sampling rate through OTEL metrics per LLM call
  • Framework-agnostic and portable through OpenTelemetry-native SDK design
  • Enterprise-grade security with SOC 2 Type II and RBAC built in
  • Understands what changed, when it was true, and where it belongs - beyond vector database similarity
  • Never contradicts itself by automatically replacing outdated facts
  • Fully GDPR aligned with built-in privacy by design
  • Two-minute integration with Claude, ChatGPT, Cursor and any MCP client
  • Data stays in Europe on AWS eu-north-1 and never used for model training
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)24 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)60
Citation Flow (Majestic)310
Referring domains (Majestic)1590

6 details filled in for both companies.

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