Request an audit

Send your task. Get a model recommendation in 48h.

Whether the task is in production, in design, or just an idea, send what you have. We'll reply within one business day with a Stripe link to start the clock, or a quick note if it's not a fit.

Not sure how to fill the form, or want to start a conversation first? Just email support@openmark.ai and we'll take it from there.

Describe the task (required)

The prompt (optional)

Test cases (inputs + expected outputs) (optional, very helpful)

Confidentiality: anonymized samples or theoretical examples that mirror real edge cases are fine. We just need them to be representative.

Approximate volume (optional)

Preferred providers or models (optional)

Your email (so we can reply)

Or try the platform

Reach us directly at support@openmark.ai · No call required · No NDA gymnastics · See case studies

What you'll get back in 48h

Recommended primary model with reasoning, plus 1-2 fallbacks.
Real cost-at-volume projected at 1k / 10k / 50k runs at your stated volume.
Latency notes and stability observations across providers.
Re-test triggers: the exact conditions that should make you re-run the audit.
One round of clarifying questions to make the recommendation actionable.

$299 Entry audit, one task across all relevant models.
48h turnaround once intake is complete.

Recent feedback

The audit pointed us to a model that was 12x cheaper at the same accuracy. Paid for itself in the first week.

B2B SaaS founder · document extraction pipeline

I'd been benchmarking myself for two weeks. They had a clean answer in 48 hours, with edge cases I hadn't even thought of.

ML engineer · ticket routing

The fallback ladder is what made it usable in production, not just the primary recommendation.

Head of engineering · vision pipeline