The core engine
Crunch your context
Claude
Full context focus
ChatGPT
Adaptive context
Gemini
Hybrid retrieval
Select Plan:
Claude tends to re-read larger portions of context. Inefficient prompts will fill memory faster.
Paste conversation
0 tokens
Ready to analyze
Paste a conversation or drag in a document on the left. The engine will instantly calculate exact token limits, redundancies, and estimated latency impacts.
Memory used
0%
0 / 200,000 tokens
Cost estimate
Free
No cost on free tier
Semantic redundancy
—
Same meaning repeated · sentence embeddings
Token waste
—
Filler phrases · repeated tokens
Information density
—
Shannon entropy · bits/char
Environmental footprint
0.0g
| Carbon footprint | 0.0 g CO₂ |
| Electricity consumed | 0.00 Wh |
| Water evaporated | 0.0 ml |
Based on average data center cooling and carbon indices
Response speed
Fast
Slows quadratically as memory fills — O(n²)
Claude — Full recall — keeps entire conversation