hyperopt.dev vs Cleric

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

hyperopt.dev compared with Cleric
Detail	hyperopt.dev	Cleric
What it does	AutoML that just works. Keep training local.	AI agents that prevent production incidents by verifying changes and investigating alerts
Stage	MVP	Not given
Founded	Not given	2023
Based in	Not given	US
Pricing model	Free trial	Paid
Pricing	Free beta with no billing. Paid plans launching in the future; pricing not yet announced. Join the waitlist for paid plans without payment or purchase commitment.	Team $700/month (1,400 credits), Pro $1,500/month (3,000 credits), Scale $3,000/month (6,000 credits), Enterprise custom annual billing. Change verification costs 2 credits ($1), issue investigation costs 10 credits ($5), chat requests 1 credit per started minute after first 30 seconds ($0.50/minute
Key features	Python SDK for tuning suggestions Local model training with remote suggestions Supports classification and regression Included CPU demo workloads Efficient observation budget allocation Model ranking and selection Reference scheduler implementations HTTPS secure communication	Production change verification with up to 14-day monitoring Automated root cause analysis for production issues Fix pull request generation with production evidence Environment graph mapping services and dependencies Alert deduplication and false positive dismissal Operational memory accumulating across investigations Integration with Slack, Microsoft Teams, and web app SOC 2 Type II compliance and read-only by default MCP (Model Context Protocol) server support Custom agents and alert routing
What makes it different	Trains locally, not on the service—your models and data stay on your computer Efficient tuning using only half the observation budget of full training Outperforms reference schedulers in benchmarks on diverse datasets Free beta with no billing or account costs	Verifies production changes against real traffic for up to 14 days Hands off fix pull requests with production evidence for review Closes false positives and investigates only real production issues Learns from each fix and compounds knowledge across the team Read-only by default with full audit trails and SOC 2 Type II compliance
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	47 no change since last check
Trust Flow (Majestic)	3	11
Citation Flow (Majestic)	13	36
Referring domains (Majestic)	2	265

5 details filled in for both companies.

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