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AgentFacts vs Traccia
Short answer: Pick AgentFacts if you want verifiable AI agent identities; pick Traccia if you want policy-enforced AI agent governance. AgentFacts is free and open source; Traccia has a free plan, paid from $99/month.
AgentFactsOpen Source Python SDK for AI Agents Identity
TracciaFinally, a vendor-neutral AI Agent Control Plane. #6 on ProductHuntWhich to pick
Pick AgentFacts if you want…
- Verifiable AI agent identities
- A free, open-source tool
- Integrations with Python, Hugging Face or Any verified credential provider (on AgentFacts' list, not Traccia's)
Pick Traccia if you want…
- Policy-enforced AI agent governance
- Agent control plane
- Integrations with CrewAI, OpenAI Agents SDK or AutoGen (on Traccia's list, not AgentFacts')
Side by side
- What it is
- AgentFacts:AgentFacts is an open-source Python SDK that gives AI agents cryptographic identities, signed metadata and transparency logs.
- Traccia:Traccia is a vendor-neutral AI Agent Control Plane for observing, evaluating, governing and auditing autonomous agents in production.
- Best for
- AgentFacts:Verifiable AI agent identities
- Traccia:Policy-enforced AI agent governance
- Who it’s for
- AgentFacts:Developers building autonomous AI agents who need verifiable, portable identities.
- Traccia:Teams running autonomous AI agents who need observability, cost control and compliance.
- Pricing
- AgentFacts:Open source
- Traccia:Freemium
- Starting price
- AgentFacts:Free
- Traccia:$99/month (Observe)
- Free plan or trial
- AgentFacts:Free to use
- Traccia:Free plan (Hobby) · Free trial
- Plans
- AgentFacts:—
- Traccia:Hobby Free · Observe $99 per month · Govern $299 per month · Scale $799 per month
- Open source
- AgentFacts:Yes
- Traccia:Yes, 127 GitHub stars
- Works with
- AgentFacts:Python, LangChain, Hugging Face, Any verified credential provider, UCP, TAP, AgentPay, A2A
- Traccia:LangChain, CrewAI, OpenAI Agents SDK, AutoGen, LlamaIndex
AgentFacts features
- Decentralized IDs. Creates self-sovereign DIDs stored in an immutable transparency log.
- Signed Metadata. Signs capabilities, policies and model hashes with Ed25519 for tamper-evidence.
- Transparency Log. Records every registration and update in an immutable Merkle log.
- Policy Compliance. Embeds GDPR, HIPAA and other compliance assertions that are verified before execution.
- Discovery Card. Publishes a /.well-known/agentfacts.json card for easy agent discovery and verification.
- Protocol Adapters. Generates adapters for UCP, TAP, AgentPay and A2A agent-to-agent exchanges.
Traccia features
- Unified Agent Registry. Tracks all agents across LangChain, CrewAI, OpenAI Agents SDK and more without code changes.
- End-to-End Tracing. OpenTelemetry-native visibility into every LLM call, tool use and decision.
- Policy Monitoring & Enforcement. Three-tier guardrails that hard-block violations mid-execution.
- Cost & Token Attribution. Accurate per-model cost and token tracking, computed locally at span-end.
- PII & Sensitive Data Detection. Detects and masks personal data in traces before export.
- Prompt Registry & Playground. Versioned prompts with side-by-side evaluation and production promotion.
- Compliance Evidence. One-click export of audit-ready packs for EU AI Act and HIPAA.
- Analytics & ROI. Basic and advanced analytics, scheduled exports and an API for deeper insights.
AgentFacts vs Traccia FAQ
What is the difference between AgentFacts and Traccia?+
Traccia: Offers a vendor-neutral control plane but does not issue DIDs or transparency logs.
Should I use AgentFacts or Traccia?+
Pick AgentFacts if you want verifiable AI agent identities, a free, open-source tool or integrations with Python, Hugging Face or Any verified credential provider (on AgentFacts' list, not Traccia's). Pick Traccia if you want policy-enforced AI agent governance, Agent control plane or integrations with CrewAI, OpenAI Agents SDK or AutoGen (on Traccia's list, not AgentFacts').
Is AgentFacts or Traccia free?+
AgentFacts is free and open source. Traccia has a free plan (Hobby); paid plans start at $99/month (Observe).
Which is cheaper, AgentFacts or Traccia?+
AgentFacts is free, so it costs less. Traccia starts at $99/month (Observe).
Is AgentFacts or Traccia open source?+
Yes, both are open source: AgentFacts (agentfacts/agentfacts-py on GitHub) and Traccia (traccia-ai/traccia-py on GitHub, Apache-2.0 license).
Do AgentFacts and Traccia integrate with the same tools?+
Partly. Both list LangChain. AgentFacts also lists Python, Hugging Face, Any verified credential provider, UCP and 3 more; Traccia also lists CrewAI, OpenAI Agents SDK, AutoGen and LlamaIndex.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.