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Token Wise vs Woodstitch

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 Woodstitch
DetailToken Wise logo Token WiseWoodstitch logo Woodstitch
What it doesSee what every AI prompt costs and rewrite it in one click Human evaluation for text-to-speech with blinded listening studies
StageNot given Not given
FoundedNot given Not given
Based inGB US
Pricing modelFreemium Paid
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 $18.00 per hour of audio heard by listeners; $0.30 per judgement on a pair of two 30-second clips; $300.00 for 200 pairs × 5 ratings with 30-second clips (1,000 judgements)
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
  • Blinded paired-preference studies with no system names visible
  • API for creating studies and retrieving results
  • Exact price quote before study starts
  • Per-judgement data export as CSV
  • Paid US-based listener panel
  • Attention signals recorded with every judgement
  • Live results streaming as listeners answer
  • Detection template for AI vs human narration
  • Published methodology and platform transparency
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
  • Publishes its own listening studies on the same platform with the same methodology as customer studies
  • Forced-choice preference testing answers which system people prefer, not rating scales
  • Fast turnaround with live result streaming and no minimum study size
  • Transparent pricing with no setup fees or minimums, quoted before starting
  • Customer audio stored securely and used only for that study
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check8 no change since last check
Trust Flow (Majestic)09
Citation Flow (Majestic)1024
Referring domains (Majestic)269

6 details filled in for both companies.

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