Traccia vs Ugoko

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 Ugoko
Detail	Traccia	Ugoko
What it does	AI Agent Control Plane: Observability & Governance	Run agents on cloud computers and call language and media models
Stage	Not given	Not given
Founded	Not given	Not given
Based in	IN	Not given
Pricing model	Freemium	Not given
Pricing	Free 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.	Free in test mode with 2 hours of computer time per day. Live mode: computers $0.0000556 per second ($0.20 per hour), billed by the second while awake. Claude Sonnet 5.5 (default): $1.92 per million input tokens, $9.60 per million output tokens. Language models from $0.096 to $9.60 per million input
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	Run agents from Claude Code, Codex, pi or Ugoko's own agent Language models from Claude, Kimi, GLM, Grok and GPT Image, video, audio and speech generation Per-end-user budgets and metering Computer sleeps free after 5 idle minutes Command-line interface with one-command setup Test mode free with real computer time No failed generation charges Webhooks and event streaming
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	Pay only for computer time while awake, with sleep cost-free One project balance for all: computers, all language models and all media models Includes Claude Code, Codex and preview harnesses with no separate gateway to build Failed jobs are free; pay only for successful generations
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	24 −1 (down) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	6	0
Citation Flow (Majestic)	31	0
Referring domains (Majestic)	159	0

4 details filled in for both companies.

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