Agents spend money. We measure.
Every payment settled, every dollar scored.

01
Financial institutions
The model and harness that make your product better.
We run your own production cases across models and harnesses and grade each answer with code. You see which combination lifts quality, and what it costs. The report is yours.
Verified Eval
the prow · 7.7°02
AI labs
RL environments for agents that handle money.
Built to order: agents that pay for real, scored by the settlement ledger instead of a judge. Every task synthesized by us; no customer data.
For AI labs
the wing · y = 0.00061x² − 1.82x + 166703
Developers
Pay per call. No account.
One endpoint, 115 models, each call priced before it runs. Or get an API key and pay by card or invoice.
For developers
the landing · 5.6°84%less spent than a fixed frontier model. That is our published ClawRouter profile. Spending less is the easy part. Which model and harness make your product better on your own cases is what a Verified Eval measures.
| Configuration | Task success | Cost / completed task |
|---|---|---|
| ClawRouter · cheapest capable model | 93% | $0.015 |
| Fixed frontier model | 94% | $0.092 |
| Cheapest model only, no routing | 61% | $0.023 |
Illustrative rows. Cases without a checkable outcome are excluded and listed, never hidden.
How a Verified Eval runsWorks withCircle Agent StackAWS Bedrock AgentCore PaymentsClaude CodeCursorOpenClawBaseSolana