Clarsky vs hyperopt.dev

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

Clarsky compared with hyperopt.dev
Detail	Clarsky	hyperopt.dev
What it does	Leave your desk. Not your AI.	AutoML that just works. Keep training local.
Stage	MVP	MVP
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Free trial
Pricing	Free access during beta. The first 5,000 founding members receive 25% off their first three months at launch.	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.
Key features	Live agent progress with real-time status and activity feed Execution plan tracking with completed and upcoming tasks Answer agent questions from phone with a tap Review and approve generated files and diffs before returning to desk Send follow-up instructions mid-task from phone Pause or stop agent runs from phone Session summary with changed files, commits, and test results Intelligent notifications for critical moments	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
What makes it different	Works with multiple AI agents: Claude Code, Codex CLI, and Gemini CLI Source code never leaves your machine Lightweight companion app instead of remote desktop Human-in-the-loop supervision with approval requirements for destructive operations	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
Community votes	0	0
DR (Domain Rating by Ahrefs)	1 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	10	3
Citation Flow (Majestic)	16	13
Referring domains (Majestic)	10	2

6 details filled in for both companies.

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