hyperopt.dev vs SpendByTeam

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 SpendByTeam
Detail	hyperopt.dev	SpendByTeam
What it does	AutoML that just works. Keep training local.	Track AI coding spend by team, project and client without proxying code or prompts
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: up to 3 developers, $0 forever. Team: $7 per active developer/month (billed monthly) or $5.60/month (billed yearly). Agency: $10 per active developer/month (billed monthly) or $8/month (billed yearly). Business: Custom annual contract. All paid plans include 14-day free trial, no card required
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	Per-developer, per-project and per-team spend visibility Team and project budgets with alerts Client grouping and monthly PDF reports for agencies Cost per PR and per ticket attribution Multi-month spend history Anonymous mode for developer names CSV export No code or prompt interception Organization-wide rollout with managed settings Two-minute install via single npx command
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	Charges per developer only, never a percentage of AI spending Tracks costs without proxying code or prompts Supports client billing and invoicing for agencies Active developer count settled monthly with no surprise prorations Data continues ingesting through trial and after plan selection
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	0
Citation Flow (Majestic)	13	0
Referring domains (Majestic)	2	0

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