Comparison
Panes vs. Browserless
Browserless is the workhorse of self-hosted browser automation: a container you run that exposes Chrome over WebSocket, with a hosted cloud option. It is excellent when you want full control of the runtime. Panes is the opposite trade — fully managed sessions on Omega with platform auth, so you never operate browser fleets yourself.
| Dimension | Panes | Browserless |
|---|---|---|
| Isolation model | Managed isolated Chromium sessions on Omega, lifecycle handled for you | Shared or dedicated containers you size and operate |
| Agent tooling | First-party MCP server with product-native tools and permission gates | BrowserQL and REST APIs; no first-party MCP server |
| Credential security | Short-lived term credentials per session | Static tokens configured on the container |
| Tenancy | Keystone tenant scope on every request | Single-tenant by deployment; you build multi-tenancy |
| Pricing model | Per-second managed sessions | Self-hosted license / hosted units |
| Operations | No fleet to run — launch, act, stop | You own scaling, upgrades, and crash recovery |
Honest take
When to choose Panes — and when to choose Browserless
Different tools win different workloads. Here's our candid read.
Choose Panes when
- You don't want to operate, scale, or patch a browser fleet.
- You need org-level tenancy and audit without building it.
- Your usage is bursty — per-second billing beats idle containers.
- Agents are first-class consumers, not an afterthought.
Choose Browserless when
- You must run browsers inside your own network perimeter today.
- You have platform engineers who want to own the runtime and tune Chrome flags.
- Your workload is steady-state and saturates reserved capacity (self-hosting can be cheaper).
Migration
Switching to Panes
Already on Browserless? The move is mostly mechanical.
Replace your container's WebSocket endpoint with a Pane's term-credential endpoint.
Move auth from static tokens to Keystone OAuth — agents use scoped invoke permissions instead.
Decommission the fleet: lifecycle (launch, stop, restart, clear_profile) is API-driven.
Try both. Keep the one that fits.
Panes has a real free tier — launch a session and compare for yourself.
Comparison reflects public information as of June 2026. Spot an inaccuracy? Tell us and we'll fix it.