Lattice Ops vs LLMtrack

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

Lattice Ops compared with LLMtrack
Detail	Lattice Ops	LLMtrack
What it does	Agentic operations platform for digital marketing with automated workflows, knowledge bases, and predictive optimization	Real-time AI cost tracking for every LLM call, broken down by feature, model and customer
Stage	MVP	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Freemium
Pricing	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.	Free: 3,000 events/month, full analytics dashboard, unlimited integrations, model savings recommendations, feature and per-customer cost breakdown, cost calculator, spend forecast, CSV export, 30-day data retention. Pro: $11.99/month, everything in Free plus 25,000 events/month, email alerts, busine
Key features	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	Real-time cost tracking with <1ms added latency Breakdown of costs by feature, model and customer Daily price synchronization from 428 models across 12 providers No proxy in request path, fire-and-forget async integration Prompts and completions never stored
What makes it different	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	One-line integration with no proxy or request path modification Costs tracked the instant each request completes, not at month-end Unit economics and per-customer profitability visibility no other observability tool provides
Community votes	0	0
DR (Domain Rating by Ahrefs)	10 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	14	0
Referring domains (Majestic)	1	1

5 details filled in for both companies.

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