HarnessUp vs modelmile

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

HarnessUp compared with modelmile
Detail	HarnessUp	modelmile
What it does	Up to 3x more work with the same tokens on Claude Code and Codex	Claude Code plugin that automatically selects the optimal model and effort level for each message to reduce costs
Stage	Not given	Not given
Founded	Not given	Not given
Based in	BR	MA
Pricing model	Freemium	Freemium
Pricing	Basic FREE: always free with measurement and monitoring tools. Pró: US$9/month with 7 days free trial, includes Delta Read, Code Finder, Terminal Guide, Stop Loss, Budget Cap, and Git Admin. Ultra: US$12/month with 7 days free trial, adds Cheap Swarm and security features. GIGA UNLIMITED: US$27/mont	Free plan: 22 messages. Starter: $6/month for 150 messages (4¢ per message). Pro: $19/month for 1,200 messages (1.58¢ per message). Team Finance: $49/month for 3,500 messages (1.40¢ per message). Max XL: $99/month for 8,000 messages (1.24¢ per message). Top-ups: $0.01 per message with subscription (
Key features	Deep Scan: measures token consumption by analyzing conversation history Smart Compress: compresses requests without calling the model Delta Read: reduces rereading of context across turns Cheap Swarm: routes lightweight tasks to cheaper models with 26 task classes Secret Lock: masks passwords and keys before they enter conversations Code Deck: 4 concurrent agent slots with 17+ CLI options KanBan Sync: automatic task board synced with agent planning HarnessUp Flow: create agentic workflows on infinite canvas Board: infinite canvas for notes, images, and columns Stop Loss: budget cap to prevent exceeding spending limits	Automatic model and effort selection based on task type Local analysis with no data sent to servers Local log showing all decisions with reasons Pause and resume commands for manual control View plugin state and decision history with commands
What makes it different	Measures token waste with your own data before charging anything Reverses AI damage with one button undo functionality No login required to start measuring token usage	Reduces Claude Code bill by 65% without changing how you work Haiku costs forty times less than Opus for the same quality Every decision is recorded and auditable in a local log Respects manual model choices and gives full user control
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
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	0
Citation Flow (Majestic)	0	0
Referring domains (Majestic)	0	0

6 details filled in for both companies.

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