Independent audit · 10 services · Updated Jul 2026

Read the fine print.We already did.

Hidden behaviors, real limits, and policy changes the pricing page won't tell you — documented, sourced, and verified.

Hidden Behaviors
0
documented across all services
Services Audited
10
AI tools · image · coding · productivity
Last Verified
Jul 2026
audits updated within 48h of changes
Transparency Reports
10 audited · sorted by transparency
OFFICIAL company docs
OBSERVED community / benchmark
ESTIMATED not verified
Canva
Canva · Design · $15/mo
71% TRANSPARENT
3
Hidden Behaviors
AI credits & storage on separate reset cycles
No shrinkflation detected · most stable View report →
Claude
Anthropic · AI Chat · $20/mo
52% TRANSPARENT
5
Hidden Behaviors
Dual cap system — 5h AND weekly, either can block you
50% limit boost expires Jul 13, 2026 View report →
Perplexity
Perplexity AI · Research · $20/mo
44% TRANSPARENT
4
Hidden Behaviors
Deep Research cut ~99% — 500+/day → 20/month
Severe shrinkflation · price unchanged View report →
Cursor
Anysphere · Coding · $20/mo
41% TRANSPARENT
4
Hidden Behaviors
Overage billing ON by default — card charged silently
~40–60% request reduction since Jun 2025 View report →
ChatGPT
OpenAI · AI Chat · $20/mo
31% TRANSPARENT
5
Hidden Behaviors
No usage meter — limit discovered only on hit
Silent model downgrade on cap hit · $20 since 2023 View report →
Gemini
Google · AI Chat · $19.99/mo
28% TRANSPARENT
4
Hidden Behaviors
Fixed credits eliminated — replaced with opaque compute quota
No usage meter post May 2026 · lowest score View report →
Notion AI
Notion Labs · Productivity · $20/user/mo
38% TRANSPARENT
5
Hidden Behaviors
AI trial is 20 responses lifetime — not per month
No mid-cycle refund since Sep 2024 View report →
Midjourney
Midjourney · Image Gen · $30/mo
29% TRANSPARENT
5
Hidden Behaviors
Fast GPU hours expire with zero rollover — every cycle
Privacy requires $60/mo · no free trial View report →
GitHub Copilot
Microsoft · AI Coding · $10–39/mo
27% TRANSPARENT
6
Hidden Behaviors
Token bug → retroactive tightening + 44h weekly blocks
Opus removed · 290% price jump · sign-ups paused View report →
Grok (xAI)
xAI · AI Chat · $30/mo SuperGrok
22% TRANSPARENT
6
Hidden Behaviors
Limits change without notice — support emails contradict
Failed generations count against quota · lowest score View report →
What This Database Tracks
🔍
Hidden Behaviors
Policies and behaviors confirmed through docs, benchmarks, and community reports — that don't appear on the pricing page.
📉
Shrinkflation
When the price stays the same but what it buys shrinks — quietly. Every confirmed event is dated and sourced.
📊
Transparency Score
How much of each service's real behavior is disclosed upfront — weighted across limits, privacy, speed, and reliability.
Side-by-Side Comparisons
15 comparisons

Same price. Completely different transparency. See who wins each dimension.

ChatGPT vs Claude
31% vs 52%
→
ChatGPT vs Gemini
31% vs 28%
→
Claude vs Gemini
52% vs 28%
→
Claude vs Perplexity
52% vs 44%
→
Perplexity vs ChatGPT
44% vs 31%
→
Cursor vs Claude
41% vs 52%
→
Cursor vs ChatGPT
41% vs 31%
→
Cursor vs Gemini
41% vs 28%
→
Gemini vs Perplexity
28% vs 44%
→
Grok vs ChatGPT
22% vs 31%
→
Grok vs Claude
22% vs 52%
→
Grok vs Gemini
22% vs 28%
→
GitHub Copilot vs Cursor
27% vs 41%
→
ChatGPT vs GitHub Copilot
31% vs 27%
→
Notion AI vs ChatGPT
38% vs 31%
→
Get alerted when policies change
We track silent limit cuts before most users notice them.
How we audit — full methodology, source classification, and formula →
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