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TraceRoot

Freemium#18 of 31 in AI Agent Observability Tools

TraceRoot: TraceRoot connects agent tracing, evaluations, and automated root-cause fixes. Ranked #18 of 31 in AI Agent Observability Tools by our editors (7.5/10); pricing: Free plan; best for teams wanting automated root-cause fixes.

7.5/10Editor score

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TraceRoot7.5 Visit TraceRoot

At a glance

Editor score
7.5 / 10
Pricing
Free plan
Best for
Teams wanting automated root-cause fixes
Free plan
Yes
Session replay
Yes
Facts checked
21 Sep 2026

Where it wins
- Traces LLM calls, tools, and agent steps with OpenTelemetry
- Analyzes production source code and Git history for root causes
- Creates automated fix pull requests and supports offline evaluations
Where it doesn't
- Paid-tier value is harder to compare across the published plan structure
- Automated fixes depend on access to source code and Git history
- Detector support channels vary by plan

Our verdict on TraceRoot

TraceRoot is an open-source observability and debugging layer for teams operating AI agents in production. It captures LLM calls, tool invocations, agent steps, and reasoning activity, then evaluates production traces for hallucinations, tool failures, safety issues, and intent drift. Developers can use its Python or TypeScript SDKs, hosted cloud usage, or self-hosted deployment across web and API environments.

Its ecosystem fit is a central strength. TraceRoot uses OpenTelemetry-based tracing and supports instrumentation for Agno, AutoGen, Claude Agent SDK, CrewAI, DSPy, Google ADK, LangChain, LangGraph, LlamaIndex, Mastra, OpenAI Agents SDK, Pydantic AI, and Vercel AI SDK. It also lists Anthropic integration, along with Slack and email alerts for detector findings. This gives teams several paths to connect existing agent frameworks while retaining tracing, detector evaluations, and alerting in one workflow.

The standout capability is the link between detector findings and source-level debugging. TraceRoot can analyze production source code and Git history, then generate automated fix pull requests; golden datasets and offline evaluations extend the workflow beyond live monitoring. The Free plan includes Discord support, detector alerts in Slack, and BYOK or hosted LLM access. Starter adds unlimited seats, Pro adds higher rate limits and Discord plus Slack support, and Enterprise adds SLA support. Teams wanting trace-driven investigation and automated remediation should consider TraceRoot; teams seeking only basic logging or a narrowly focused tracing tool may prefer a simpler option.

Your product? Our editors can test TraceRoot in depth and publish a review, labelled as paid · from $149/mo →

TraceRoot pricing

Plans Free planFreemium A usable free plan; paid tiers unlock the limits above. Prices checked 21 Sep 2026.

See plans on traceroot.ai

All 4 TraceRoot plans and prices →

TraceRoot fact sheet

Free plan	Yes
Paid from	Not verified
Trace retention	30 days
Session replay	Yes
Prompt and tool tracing	Yes
Deployment options	Not verified
Agent framework support	Sdk
Cost tracking	Yes
Deployment	Cloud, Self-hosted
Platforms	Web
Support	Email, Community, Docs
Built for	Solo, Small business, Mid-market, Enterprise (editorial estimate)
Integrations	40+ integrations: OpenTelemetry, Agno, AutoGen, Claude Agent SDK, CrewAI, DSPy …
Pricing	Free plan (source)
Website	traceroot.ai
Facts checked	21 Sep 2026

TraceRoot integrations

TraceRoot lists 40+ integrations on its own site — the 20 named here are the ones its pages call out.

OpenTelemetry
Agno
AutoGen
Claude Agent SDK
CrewAI
DSPy
Google ADK
LangChain
LangGraph
LlamaIndex
Mastra
OpenAI Agents SDK
Pydantic AI
Vercel AI SDK
Anthropic
Google Gemini
Mistral
OpenAI
OpenRouter
GitHub

Alternatives to TraceRoot

See all TraceRoot alternatives →

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Featured on iTechGuides

TraceRoot is listed in our AI Agent Observability Tools directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 7 Oct 2026 · How we research and update