hyperopt.dev vs Throttle

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 Throttle
Detail	hyperopt.dev	Throttle
What it does	AutoML that just works. Keep training local.	Cost and health monitoring for Claude Code with usage tracking, multi-session management, and token optimization
Stage	MVP	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Free trial	Freemium
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.	Free: €0 (Live menu-bar meter, Predictive cap nudge, Single-session cockpit, Exact server-true readings). Pro: €29 one-time (Everything in Free plus Multi-session cockpit & gate, Autopilot & AI Optimizer, Stats history & projections, Team policy export (MDM), Offload sessions to your own server).
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	Predictive cap ETA showing time until usage limit Multi-session cockpit with tabs, project rail, and mission-control overview Memory-pressure gate to prevent Mac saturation Autopilot system-wide optimization with concise output styles Searchable session memory with on-device semantic search MCP manager for enabling, disabling, and moving servers
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	100% local processing with no telemetry or account required Predictive usage nudge prevents mid-task lockouts Multi-session management in unified cockpit interface AI-powered token reduction without becoming the execution engine All changes reversible and backed up before execution
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	3	1
Citation Flow (Majestic)	13	12
Referring domains (Majestic)	2	37

5 details filled in for both companies.

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