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BrowserPair vs StellarFirm

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

BrowserPair compared with StellarFirm
DetailBrowserPair logo BrowserPairStellarFirm logo StellarFirm
What it doesLet AI agents work in your signed-in Chrome browser with scoped access, human approval, and verified results AI Agents that take on the work, from plan to finished result
StageNot given Not given
FoundedNot given Not given
Based inNot given GR
Pricing modelNot given Not given
PricingFree: €0/month with 100 task credits per month and 1 connected browser. Pro: €5/month with 2,000 task credits per billing month and 5 connected browsers. Extra credits: 1,000 credits for €3 on Pro (do not expire). Alpha is free with free credits for new accounts. Credit packs available: 1,000 credits, 5,000 credits, 20,000 credits. Plans coming soon.
Key features
  • Redacted sensitive values including passwords, OTPs, card data, and API keys
  • Effect verification to prevent blindly repeating uncertain browser side effects
  • Integration with ChatGPT and Claude via MCP connectors
  • REST API and custom agent key support for own scripts
  • Task credit model with no separate browser-hour or AI model billing
  • Approval system for all outputs before publishing
  • Cloud-based workspace accessible from browser
  • Desktop application for Mac and Windows
  • Slack integration for assistant communication
What makes it different
  • Keeps your signed-in sessions in your own Chrome profile instead of copying them to a remote browser fleet
  • Brings the agent into your existing browser instead of moving your browser to a remote server
  • Charges only for accepted tasks, not for browser hours or AI model calls
  • Prevents uncertain side effects from being blindly replayed through durable task state and effect verification
  • Treats all page content as untrusted data so websites cannot grant themselves new permissions
  • Human approval required for all outputs that publish or spend money
  • Agents hand work to each other automatically
  • Agents work continuously even when you sleep
  • Choice of cloud hosting or local machine execution
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check29 +1 (up) since last check
Trust Flow (Majestic)65
Citation Flow (Majestic)2238
Referring domains (Majestic)812

4 details filled in for both companies.

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