Milliwatt Labs vs Contextwaise

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

Milliwatt Labs compared with Contextwaise
Detail	Milliwatt Labs	Contextwaise
What it does	AI measured in milliwatts, not megawatts	Context optimization for production AI
Stage	Not given	MVP
Founded	Not given	Not given
Based in	Not given	GB
Pricing model	Not given	Freemium
Pricing	Not given	Free: 1M context tokens (one-time). Pro: $15/month for 100M tokens/month, $0.18 per extra 1M tokens. Scale: $49/month for 350M tokens/month, $0.15 per extra 1M tokens. 30% off Pro or Scale for the first year for early access teams.
Key features	Runs on CPU without GPU Works offline without data center	Removes duplicate context and off-topic results Works with any LLM provider API and SDK integrations Quality guard checks if kept context is sufficient Local cleanup of tool output and JSON fields Fallback to original context on service failure Per-agent budgets and token limits Savings report showing cost avoided
What makes it different	AI that runs efficiently without GPU or data center Prioritizes privacy with offline processing Works on everyday hardware including microcontrollers Low power consumption measured in milliwatts	Reduces input tokens to LLMs by 56–71% on average Optimizes in milliseconds without slowing requests No model or provider changes required Every removal logged with reason and recoverable
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	6
Citation Flow (Majestic)	0	19
Referring domains (Majestic)	0	2

3 details filled in for both companies.