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Token Wise vs White Circle

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 White Circle
DetailToken Wise logo Token WiseWhite Circle logo White Circle
What it doesSee what every AI prompt costs and rewrite it in one click AI safety and control infrastructure for guardrails, monitoring and red-teaming
StageNot given Startup
FoundedNot given 2025
Based inGB Not given
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
Not given
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
  • Independent oversight across the AI ecosystem, not tied to any single model provider
  • Halo open-source framework for post-training models, up to 3.5× faster than TRL
  • Research-driven approach integrating real-world findings into product
  • Multi-layer defense with red-teaming, detection, and verification
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check42 no change since last check
Trust Flow (Majestic)07
Citation Flow (Majestic)1036
Referring domains (Majestic)2407

3 details filled in for both companies.

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