For financial institutions
Same quality, a fraction of the cost.
Your own 200–500 production tasks, across models, under a hard budget. Scored by program, not by another model. You keep the finding.
Winged Victory of Samothrace · Louvre · CC0the prow · slope 0.135 · 7.7°The finding
- Tasks
- 200–500 of yours
- Budget
- A hard cap per task
- Scoring
- By program, not by a model
- Cycle
- Four weeks
- You keep
- The finding
| Configuration | Task success | 95 % interval | Attempts | Cost / completed task | Verdict |
|---|---|---|---|---|---|
| Opus 5.5 · retry ×2 | 92 % | 88 – 95 | 1.4 | $0.046 | can buy |
| GPT-5.6 Sol · 1 attempt | 94 % | 91 – 96 | 1.0 | $0.126 | can buy |
| DeepSeek V4 Pro | 95 % | 92 – 97 | 1.1 | $0.326 | can buy |
| GPT-6 Luna | 61 % | 55 – 67 | 2.6 | $0.015 | cannot buy |
Illustrative numbers. Cases without a checkable outcome are excluded and listed, never hidden.
How it runs
01 · Send
Two to five hundred cases.
Real inputs, real expected outcomes, under NDA. We write the verifier with you.
02 · Run
Every model, under a hard budget.
Fifty runs each, retries counted, every call settled at the price it actually cost.
03 · Finding
One number per configuration.
Cost per completed task, with the interval and the cases we could not verify.
Defaults
No training. No retention.
Your prompt goes only to the provider you chose.