Retrace vs Lattice Ops

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Retrace compared with Lattice Ops
Detail	Retrace	Lattice Ops
What it does	The execution replay engine for AI agents	Agentic operations platform for digital marketing with automated workflows, knowledge bases, and predictive optimization
Stage	Not given	MVP
Founded	Not given	Not given
Based in	IN	Not given
Pricing model	Freemium	Freemium
Pricing	Free plan includes 1,000 traces/mo and 7-day retention. Starter at $29/mo adds 10,000 traces/mo and 30-day retention. Pro at $99/mo includes 50,000 traces/mo, 90-day retention, and unlimited fork replays. Teams at $399/mo provides 500,000 traces/mo, 365-day retention, up to 10 users, and 1,000 prove	Agency plan: $5,000 per month (free during private beta for 10 agencies). Includes 368,000 credits per month, unlimited seats and clients. Free tools available without account or payment.
Key features	Record every LLM call, tool call, and error with one decorator Step-by-step replay of agent executions Fork and cascade-replay from any failing step Prove-the-fix verification before shipping Runtime guardrails and circuit breakers CI/CD regression gates Multi-agent session tracking and topology graphs Automatic hallucination and drift detection Semantic search across agent runs PII auto-redaction on every plan	AI specialists with custom roles and knowledge bases Compartmentalized living RAG knowledge bases Visual workflow builder with triggers, nodes, and logic Predictive CRO test generation and simulation Multi-model orchestration across Anthropic, OpenAI, Google, and Groq Image and video generation from brand knowledge Chrome plugin to capture web content Per-run cost tracking and usage dashboard Workflow export and import as JSON
What makes it different	Turns production failures into regression tests that fail builds when behavior breaks	Built specifically for marketing teams with first-class CRO, SEO, and content workflows Model-neutral platform supporting multiple LLM providers without vendor lock-in Knowledge that compounds and grows with use instead of resetting each session Cost transparency with per-run estimates and usage dashboards by model and user Full data ownership with compartmentalized storage and export capability
Community votes	0	0
DR (Domain Rating by Ahrefs)	6 +1 (up) since last check	10 no change since last check
Trust Flow (Majestic)	20	0
Citation Flow (Majestic)	25	14
Referring domains (Majestic)	115	1

5 details filled in for both companies.

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