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Know what an AI evaluation claim really proves

Share one benchmark, accuracy claim, or vendor evaluation. We’ll tell you whether it applies to your use case, and what you should test next.

Trusted by electronics leaders running AI agents in mission-critical environments

Review my evaluation

Free · Response within one business day

What you’ll learn

A clearer basis for your decision

We’ll assess the claim you share and explain what it supports, what it does not establish, and what to evaluate next.

01

What the score proves

What was tested, and which conclusions the result reasonably supports.

02

What it leaves unanswered

Whether the test cases, evaluator, and scoring method reflect your actual business use case.

03

What to test next

The additional questions or evaluation cases you should request before making a decision.

One claim. One focused review. A clearer basis for your decision.

See what you’ll get

A plain read on one claim

Your review separates what the evidence shows from what it only suggests, then turns the gaps into tests you can ask for.

Sample review | Illustrative only

Claim reviewed

“Our agent answers product questions with 94% accuracy.”

Supported The model answers well on the vendor’s test setThe 94% figure is a fair summary of 500 single-turn questions drawn from public product pages.
Open Your questions may not look like their test setNo multi-turn questions, no part numbers, and no answers that depend on tables inside PDFs.
Unverified The grader is another model nobody testedAn LLM judge scored every answer, with no human spot check of where it agreed or disagreed.

Test next

  1. 1Run 50 real questions from your own support queue
  2. 2Have a domain expert grade a sample of the judge’s verdicts
  3. 3Add questions whose answer lives in a datasheet table

Example shown for illustration. Your review will be based on the claim you share.

As our ecosystem grows, developers and customers need fast, reliable access to the knowledge required to build, optimize, and deploy on DEEPX. Rapidflare enables us to deliver that experience while maintaining the accuracy, traceability, and trust required in mission-critical technical environments.

Tim ParkStrategic Marketing Director, DEEPX
Get started

Have a score or claim in front of you?

Send it over. A sentence or a report link is enough to get started.

Free  ·  No obligation

Keep reading: Your LLM judge is another model to test Designing evaluation cases that reflect real use