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Traccia vs Waxell

Traccia is a vendor-neutral AI agent control plane but does not include built-in PII redaction, cost limits, or shadow AI discovery like Waxell.

Side by side

What it is: Traccia:Traccia is a vendor-neutral AI Agent Control Plane for observing, evaluating, governing and auditing autonomous agents in production.; Waxell:Waxell provides observability and governance for AI agents in production, enforcing policies, detecting PII, and controlling costs.
Best for: Traccia:Policy-enforced AI agent governance; Waxell:Real-time AI agent governance
Who it’s for: Traccia:Teams running autonomous AI agents who need observability, cost control and compliance.; Waxell:Engineering and security teams deploying AI agents at scale
Pricing: Traccia:Freemium; Waxell:Freemium
Plans: Traccia:Hobby Free · Observe $99 per month · Govern $299 per month · Scale $799 per month; Waxell:Free $0 · Team $49 per month · Business $499 per month
Open source: Traccia:Yes, 127 GitHub stars; Waxell:—
Works with: Traccia:LangChain, CrewAI, OpenAI Agents SDK, AutoGen, LlamaIndex; Waxell:Claude, GPT-4, Gemini, Claude Desktop, Claude Code, Cursor, LangChain, CrewAI
DevHunt upvotes: Traccia:21; Waxell:1
Launched on DevHunt: Traccia:Sep 2026; Waxell:Mar 2026

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.

Observe. Captures every LLM call, tool invocation and agent decision with real-time PII redaction and budget enforcement.
Connect. Zero-code integration for third-party agents and MCP tools with policy checks and rug-pull detection.
Gateway. Single governed endpoint that fingerprints MCP tools, applies policies and audits every tool call.
Endpoints. Discovers AI apps on devices via TLS handshake metadata without decrypting traffic.
Runtime. Durable managed execution with pause, resume, replay, lineage graph and kill-switches.
Auto-instrumentation. 200+ libraries auto-instrumented with OpenTelemetry-native SDK, two-line setup.

Based on each tool's website and DevHunt data. Details may change; check the official sites.