Edgee vs GBrain: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Edgee and GBrain — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Edgee

Edgee Cloud

Freemium

An agent gateway that routes coding-agent requests under token budgets, compresses tokens and tracks team usage.

Budget-driven Routing: Set token budgets per developer, squad or org and reroute to cheaper models mid-task as budgets fill.
Token Compression: Trim tool results on input and enforce brevity on output so fewer tokens are billed for the same context.
Team Observability: Attribute cost and usage per developer, repo, PR and model.
Open Weight Models: GLM, Kimi and MiniMax served for a flat monthly price as routing fallbacks.
Bring Your Own Keys: Use Edgee's keys or your own provider keys with 0% BYOK commission.
On-Premise Deployment: Run the gateway in your own infrastructure via Docker Compose or Helm, including air-gapped.
Plugin Management: Manage skills, hooks and MCP servers for your team.

Coding Agent Cost Control: Cap spend for Claude Code or Codex per developer or squad.
Provider Failover: Continue on the next model when a provider fails or a plan cap is hit.
Spend Attribution: Show engineering leaders cost per PR and repo.
Private Deployments: Keep prompts and provider keys inside your network.
Claude Plan Extension: Use other models inside Claude Code while keeping your Claude plan.

Paid

A shared team brain that syncs memory, connected apps and scheduled skills to ChatGPT, Claude, Cursor and any AI your team uses.

Shared Team Chat: The whole team prompts in one shared chat where anyone can follow up and see how answers were worked out.
Plain-File Memory: Team knowledge lives as markdown notes in folders you can open, correct and copy, and every AI answers from the fix.
Connect Once Credentials: Connect Gmail, Calendar, Drive, Stripe and more once; AIs receive call results, never passwords.
Per-AI Permission Levels: Set each AI to Off, Read, Draft, Manage or Full per account, with every action on one record.
Scheduled Skills: One-click skills like Team Standup, Customer Comms Tracker and Inbox Cleanup run daily or once.
Multi-AI Sync: Sync the same memory to Claude, ChatGPT, Cursor, Claude Code, Codex and your terminal.
Tools Plan: A password manager for AI that puts your applications into every AI you use for individuals.

Team Standups: Summarize the team's work across GitHub, Gmail and Calendar and email it out each morning.
Customer Follow-Up: Track customers and prospects owed a reply and flag overdue ones daily.
Issue Triage: Turn customer bugs and requests from email and support chats into deduplicated tracker issues.
Meeting Prep: Build sourced briefs on candidates, guests or investors before you meet.
Inbox Cleanup: Archive mail you never read on a schedule.
Pricing Decisions: Combine call notes and billing data in a shared chat to evaluate a price change.