Skip to main content

Token Wise vs WYRLO

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Token Wise compared with WYRLO
DetailToken Wise logo Token WiseWYRLO logo WYRLO
What it doesSee what every AI prompt costs and rewrite it in one click An API that verifies each RAG response against its sources
StageNot given Not given
FoundedNot given Not given
Based inGB FR
Pricing modelFreemium Contact for pricing
PricingFree: $0 forever with 5 cloud optimizations per day, unlimited local rewrites, 100-prompt history with CSV export. Pro: $4.99/month or $39.99/year (save 33%) with 1,000 cloud optimizations per month, 500-prompt history with JSON export, Gemini 3 Flash Preview, custom focus presets, side panel worksp Not given
Key features
  • Live token cost estimates across ChatGPT, Claude, Perplexity, Gemini, Grok, Poe, OpenRouter, ChatHub, TypingMind and You.com
  • Side-by-side comparison of original vs optimized prompts with savings shown in tokens and credits
  • Dashboard with savings statistics: today, 7-day, and total saved tracking
  • Prompt history with export: 100-prompt history with CSV or JSON export
  • Keyboard shortcuts (Alt+Shift+O) for hands-free optimization
  • Privacy-first: prompts stay local unless you click Optimize
  • Optional API monitoring to track spending across all AI tools you use
  • Transparent cost calculation using official per-token rates from each AI provider
  • Response verification against source documents
  • Confidence levels: certain, probable, or I don't know
  • Nightly automatic improvements with proof
  • REST API with coming Python and TypeScript SDKs
  • LangChain and LlamaIndex integration support
  • MCP server integration option
  • Data hosted in Paris, Europe
  • Full verification in French and English
  • Graceful degradation if API fails
  • User data never used for AI training
What makes it different
  • No setup, API key, or third-party trackers required
  • Transparent methodology with published formulas and per-model rates anyone can verify
  • Works across 10 major AI platforms with a single extension
  • Privacy by default: prompts never logged or stored
  • Intentionally pessimistic estimates prevent bill surprises
  • Honest "I don't know" instead of hallucinated answers
  • Proven improvements: 31 out of 32 correct on sealed test set
  • Drops in after your existing RAG: one API call only
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)100
Referring domains (Majestic)20

5 details filled in for both companies.

More alternatives to Token Wise More alternatives to WYRLO

Help centre