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Traccia

Traccia AI Agent
Rating:
(4.5 / 5 from 2 ratings)
Category:Agent Observability Tools

Overview

OpenTelemetry-native observability, governance, policy enforcement, and cost attribution for production AI agents.

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Traccia is an agent observability and governance platform for teams running AI agents and LLM applications in production. Its official site describes OpenTelemetry-native tracing, runtime policy enforcement, cost attribution, and EU AI Act evidence collection through one SDK for frameworks such as LangChain, CrewAI, and the OpenAI Agents SDK. Traccia is designed to provide a single pane of glass across agent frameworks, helping teams monitor traces, control costs, apply policy guardrails, and maintain audit-ready execution evidence. Public pricing information lists a free Hobby tier and paid Observe, Govern, Scale, and Enterprise plans.

AI Agent Store research

What the evidence says about Traccia

Traccia is agent infrastructure rather than a standalone agent: an OpenTelemetry-native control plane and open-source SDK for observing, evaluating, governing, and enforcing runtime policy on production agent systems. Teams can send telemetry to their own OTLP-compatible backend or use the hosted Traccia platform.

Last reviewed September 3, 2026

Verified capabilities

  • Agent-native observability

    The SDK captures agent runs, sessions, tool calls, prompts, errors, costs, and other AI-specific metadata as OpenTelemetry data.[1], [3]

  • Evaluation and cost attribution

    The hosted control plane adds cost analysis, prompts, datasets, scorers, experiments, and agent-focused dashboards on top of collected traces.[1], [2]

  • Governance and runtime controls

    Policy checks, spend limits, retry caps, guardrails, and audit evidence can use the same telemetry path to block or review agent behavior.[1], [2]

Research coverageExact counts from this profile; bars are relative to the largest count shown.

Where it fits best

  • Engineering and governance teams that need production traces, cost attribution, evaluations, policy controls, and audit evidence across Python or TypeScript agent applications.[1], [2]

Buying and deployment notes

The open-source SDK can be used with a team's own backend. The hosted platform lists a free Hobby tier with 50,000 events and seven-day retention, then Observe at $99/month, Govern at $299/month, Scale at $799/month, and custom Enterprise pricing.[1], [2]

Platforms: Python SDK, TypeScript SDK, Hosted web platform[1]

Deployment: Own OTLP-compatible backend, Traccia-hosted control plane[1]

Important considerations
  • Traccia does not build or supply the underlying agent or model; an application must first be instrumented with the SDK and connected to an agent framework or LLM workload.[1]
  • Agent-level metrics appear only when the SDK can observe a real agent lifecycle; plain model calls still produce LLM metrics but not agent-run metrics.[3]
  • Hosted tiers impose different monthly event allowances and retention periods, and paid plans add overage charges.[2]
Sources and research method (3)

We record only claims tied to public sources checked by our team or listing workflow. Counts above are derived directly from this profile, not a subjective rating.

  1. Traccia DocumentationDocumentation · checked 2026-09-03
  2. Traccia PricingPricing page · checked 2026-09-03
  3. traccia-ai/traccia-pyGitHub · checked 2026-09-03

Autonomy level

30%

Reasoning: Traccia is an OpenTelemetry-native observability and governance platform that traces, monitors, and governs AI agents, but it is not itself a general-purpose autonomous agent making open-ended decisions. Its core function is to instrument agent workflows end-to-end, capturing spans, execution DAGs, token usage, latency, and cost metrics across fram...

Comparisons

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Some of the use cases of Traccia:

  • Monitoring production AI agent runs with distributed traces
  • Applying runtime policy enforcement and guardrails
  • Attributing LLM and agent execution costs
  • Collecting governance and compliance evidence for AI systems
  • Observing LangChain, CrewAI, and OpenAI Agents SDK workloads

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Pricing model:

freemium

Code access:

closed-source

Popularity level: 47%

Industries:

TechnologyFinancial servicesHealthcareLegalEnterprise software

Tags:

observabilitygovernanceOpenTelemetrypolicy enforcementLLM monitoringcost attributioncompliancedistributed tracing

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