Don't guess. Score it.

Caliber lives inside Claude, ChatGPT, Gemini, and Perplexity. It scores your prompt 0 to 100 as you type, tells you what's holding it back, and rewrites it in one click. Then it's the one tool that measures whether that rewrite actually helped, and publishes the number.

Join the waitlist See the benchmark
Free during the beta · runs in your browser
Caliber · Before and after
Your draft
0
weak
With Caliber
0
strong
Real scores from Caliber's 8-dimension rubric, not mock-ups.
Everywhere you prompt

One gauge, in every AI chat box.

Caliber attaches to the composer you already use. No new app, no copy-paste. Score, optimize, and send, right where you type.

ClaudeChatGPTGeminiPerplexity
How it works

In the box you already use.

01 / TYPE

Draft as usual

A gauge scores your prompt 0 to 100 as you type and flags what's missing, right beside the composer.

02 / SEE WHY

Know what's weak

The score breaks into what changes an answer: specificity, context, constraints, output format.

03 / REWRITE

One click, your way

Pick a mode: add a role, go detailed, or keep it tight. Accept drops the rewrite into the box.

The honest part

Everyone claims better prompts. We publish the number.

A blind benchmark: the same tasks, original prompt versus optimized, judged by a stronger model in both orders to cancel position bias. This is the real pilot result, including that most comparisons were inconclusive. No other prompt tool shows you this.

Benchmark · pilotn = 15
0%
optimized win-rate
95% confidence interval23–88%
Decisive comparisons5 / 15
VerdictUnproven
The interval includes a coin flip and most comparisons were inconclusive, so we don't claim it works yet. A bigger corpus tightens it, and the method is public.
Privacy

Your prompts stay yours.

Scoring runs in your browser. Your conversation memory lives in the page and is erased when the tab reloads.

You control your data. Usage stats are anonymous and off-switchable; sharing prompt text is opt-in only.

Never sold, never used to train other models. No exceptions.

Early access

Be first in line.

Join the waitlist

Caliber is in a small private beta. Leave your email and we'll send you access as we open more spots.

No spam. Just an access email when your spot opens.