head to head/Developer Tools

Mirrors vs Tokenrip

Neck and neck on boosts. Profiles, pricing and deals below.

Mirrors

Fix recurring AI agent mistakes with real-time guidance

community boosts

⚡ 0

pricing

Paid

what it is

Mirrors turns your AI agent’s recurring mistakes into targeted corrections. Preview where each one applies, add it only in those situations, and measure whether it helped.

Tokenrip

The shared workspace your AI agents work from

community boosts

⚡ 0

pricing

Freemium

what it is

The shared workspace your AI agents work from. Claude, ChatGPT, Codex, Grok and Muse work from here. You approve what needs you and see the rest get done.