OptScale AI vs ClearML

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 ClearML
Detail	OptScale AI	ClearML
What it does	Intelligent AI gateway for cost control, access governance, and data sovereignty across LLM and MCP interactions	Not given
Stage	Established	Not given
Founded	2016	Not given
Based in	Not given	Not given
Pricing model	Freemium	Not given
Pricing	Not given	Community: Free (up to 3 users, includes 100GB artifact storage, 1GB metric events, 1M API calls/month). Pro: $15 per user/month plus usage (up to 10 users). Scale: Custom quote for organizations with 8-48 GPUs. Enterprise: Custom quote for organizations with multiple large projects.
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	Infrastructure Control Plane for GPU cluster management AI Development Center with IDE for model development GenAI App Engine for LLM deployment Experiment tracking and model management Dataset versioning and management Multi-tenancy and role-based access control
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	Three-layer platform combining infrastructure management, AI development, and GenAI deployment in one solution Open-source foundation available on GitHub Trusted by 2,100+ organizations and 300,000+ AI builders
Community votes	0	0
DR (Domain Rating by Ahrefs)	15 +3 (up) since last check	65 +1 (up) since last check
Trust Flow (Majestic)	14	12
Citation Flow (Majestic)	25	32
Referring domains (Majestic)	22	967

2 details filled in for both companies.

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