Varion account
Sign in or create your free account. Your provider API keys stay on your own computer.
Sign in or create your free account. Your provider API keys stay on your own computer.
Check your inbox or resend the verification email.
Usage and billing status.
Test first, then connect production.
Metadata only. Prompt content is not shown.
| Time | Model | Status | Original | Sent | Avoided | Net saving | Tokens charged |
|---|
These previews do not call OpenAI, Claude or OpenClaw. They show token counts and safe request changes without asking for a provider key.
Paste any prompt. Varion removes repeated lines and unnecessary whitespace.
Results will appear here.
Paste an OpenAI messages JSON array to preview history reduction.
Results will appear here.
Paste a tools array or an object containing tools.
Results will appear here.
Choose a TXT, JSON or Markdown file. The file is read in your browser.
Results will appear here.
Estimate tokens without making any AI call.
Results will appear here.
Remove duplicate lines and normalize spacing.
Results will appear here.
Estimate potential provider savings and the Varion fee.
Results will appear here.
Confirm the dashboard connection and see exactly what stays private.
Results will appear here.
For provider-reported OpenAI, Claude or OpenClaw usage. Keys remain on the customer’s computer.
Only metrics are stored—never provider keys, prompts or generated answers.
| Time | Provider/model | Verdict | Original | Optimised | Avoided | Reduction | Verified |
|---|
Change the base URL and API key.
Official OpenAI SDK compatible.
Use separate test and production keys.
The full key will appear once.
Only prefixes are stored.
| Name | Prefix | Environment | Last used |
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Packages contain processed input tokens. One successful customer input token deducts one token. Failed provider requests deduct nothing.
| Time | Type | Tokens | Balance | Reference |
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Invitation link appears here if email is not configured.
| Name | Role | Status |
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