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Mainbrella vs Firsthand

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

Mainbrella compared with Firsthand
Detail MainbrellaFirsthand logo Firsthand
What it doesCloud computers for AI agents on Cloudflare AI-powered Brand Agents built for marketers and publishers to engage consumers with their knowledge, everywhere.
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Contact for pricing
PricingPrepaid compute at $0.02 per compute-unit hour. Minimum $5 top-up with no monthly subscription. Machine rates: Lite $0.02/hour, Small $0.12/hour, Medium $0.20/hour, Large $0.32/hour, XL $0.56/hour. Open source platform available via GPLv3 license for self-hosting on Cloudflare (Workers Paid plan sta Not given
Key features
  • Linux workspace with command execution, file operations, and tool installation
  • HTTP API, SSH, and browser terminal access
  • Account-owned lifecycle controls and explicit ownership
  • Five machine sizes from Lite to XL
  • Saved workspaces with snapshot stop and resume
  • Prepaid balance with no monthly subscription
  • Shared accounts and billing infrastructure
  • Hosted apps including Linux computers, Vibe coding, and Voice agents
  • Custom runtime images and language support
  • Outbound internet and ephemeral storage
  • Shorten the path from interest to action
  • Know your customers through rich transcripts
  • AI-first data rights management with Lakebed™
  • Brand safety controls at every stage
  • Deep analysis of user actions performed on the website
  • Operates wherever your customers are
  • Real-time adaptive brand experiences
What makes it different
  • Open-source platform that can be self-hosted on own Cloudflare account
  • Built-in accounts, billing, and metering so developers don't start from scratch
  • Simple prepaid model with no monthly commitment
  • Direct founder contact for product feedback and integration questions
  • Account-owned HTTP workflow with automatic cleanup
  • Industry's first Brand Agent Platform for marketers and publishers
  • Full control over brand voice, knowledge, and data while using AI
  • Real-time consumer insights through Brand Agent interactions
  • Secure data collaboration with Lakebed data rights management
Community votes00
DR (Domain Rating by Ahrefs)23 +1 (up) since last check34 no change since last check
Trust Flow (Majestic)510
Citation Flow (Majestic)3232
Referring domains (Majestic)69190

4 details filled in for both companies.

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