REGRESSION TESTING FOR PROMPTS
Edit a prompt, then test it on your real inputs — get a blind-judged win rate and catch regressions before they reach users. Rough prompt in. Sharp prompt out. Prismo also rewrites rough drafts and hands you receipts proving the change wins. Runs right in your browser — no install. Free with your own key (Anthropic, OpenAI, or Google Gemini); no key needed to start.
Anthropic · OpenAI · Gemini — your key or ours.
01 / REFRACTION
Paste a draft, pick a goal. Prismo applies the craft — specificity, output format, role framing, constraints — without changing what you asked for.
02 / THREE STRATEGIES
One-shot rewrite through a versioned meta-prompt. Fast enough to feel like autocorrect for prompts.
1 model call · ~2s
A critic names every weakness; a rewriter fixes them. Repeats up to three rounds until quality holds.
critique → rewrite → loop
Three candidates generated at different temperatures, then ranked pairwise by an impartial judge.
3 candidates · swap-debiased judge
03 / RECEIPTS
Don't take its word for it — anyone can claim a prompt got "better." Prismo runs the original and your edit on your real example inputs, judges the outputs blind — both orders, to cancel position bias — and hands you a win rate. Save those inputs as a test-set and re-run it every time you change the prompt or switch models, across Anthropic, OpenAI, and Gemini. If a change quietly regresses, you'll see it before your users do.
Every optimization comes with evidence: the original vs. your edit, run on your real inputs and judged blind, both orders — so a win rate is something you can actually trust.
Same receipts whether you bring your own key or run on Prismo's hosted inference — see pricing below.
Shareable receipts — send a "won 5/5 on my inputs" link. No login to view.
04 / SAVE MONEY
An optimized prompt on a cheaper model can often match your original on an expensive one. Prove it with the same win-rate test — then ship the swap and watch the bill drop.
05 / PRICING
bring your own key · no account
Launch price — lock it in while you're subscribed.
hosted, no key · Fast + Balanced models
Hosted plans include a monthly fair-use allowance — the app shows a meter with how much you have left. Bring-your-own-key is always unlimited, and heavy Quality users can fall back to BYOK anytime, free.
06 / ALSO NATIVE · macOS
Prefer a desktop app? The signed, notarized DMG puts Prismo one ⌘⇧P away, anywhere. Same engine — use the free hosted trial, or paste your own Anthropic, OpenAI, or Gemini key in Settings.
07 / PRIVACY
Prompts are sent to the Prismo service only to generate a result. Your history and settings stay on your device — in your browser or on your Mac.
never stored · never logged · never sold · never used for training