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OptScale AI vs LLMtrack

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

OptScale AI compared with LLMtrack
DetailOptScale AI logo OptScale AILLMtrack logo LLMtrack
What it doesIntelligent AI gateway for cost control, access governance, and data sovereignty across LLM and MCP interactions Real-time AI cost tracking for every LLM call, broken down by feature, model and customer
StageEstablished Not given
Founded2016 Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingNot given 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
  • Intelligent gateway with smart routing across LLMs, local models, and MCP servers
  • Role-based access control and department-level billing
  • AI ROI & Impact: connect spending to business outcomes through outcome connectors
  • OpenAI API-compatible drop-in integration with less than 2ms overhead
  • Local model hosting and data residency controls
  • 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 on 10+ years of FinOps expertise with proven enterprise trust (Airbus, Nokia, T-Systems, DHL, PwC)
  • Sub-2ms gateway overhead with no code changes required via OpenAI API compatibility
  • 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 votes00
DR (Domain Rating by Ahrefs)15 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)140
Citation Flow (Majestic)250
Referring domains (Majestic)221

4 details filled in for both companies.

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