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Trooper — the Gumloop alternative
beyond visual flow builders
Gumloop offers visual AI workflow automation. Trooper deploys autonomous AI employees that reason through tasks, use real tools, and adapt — not just follow predefined node graphs.
02Overview
Flow charts vs. reasoning agents
Gumloop connects apps through visual drag-and-drop flows with AI steps. Trooper agents reason through tasks dynamically — choosing tools, handling edge cases, and reporting back with full traces.
When a workflow breaks on unexpected input, flow builders stall. Trooper agents adapt, escalate to humans, and continue on the next mission.
Combine the reliability of traced tickets with the flexibility of LLM reasoning — plus coding agents that actually ship PRs.
Dynamic reasoning
Agents adapt to edge cases — not brittle if/else flow branches.
Coding + ops
Same workforce handles spreadsheets, emails, and pull requests.
Traced missions
Every step logged — replay, audit, and improve workflows over time.
03Comparison
Trooper vs Gumloop
| Feature | Trooper | Gumloop |
|---|---|---|
| Workflow model | Reasoning agents with tool selection | Visual node-based flows |
| Edge cases | Agent adapts and escalates to human | Flow breaks on unexpected input |
| Code execution | Full terminal and GitHub access | Limited code node support |
| Complexity ceiling | Multi-agent parallel execution | Linear or branching flows |
| Maintenance | Agents learn org context over time | Manual flow updates per change |
| Integrations | 1,000+ plugins via Composio + OpenClaw | Curated app connectors |
When to choose Trooper
- Your workflows need judgment calls, not just deterministic app-to-app transfers.
- You want one workforce for sales, engineering, and ops — not separate flows per team.
- Coding and DevOps work must live on the same board as CRM and email automation.
Your troopers work for you.
Just you.
Your keys stay yours
API keys are never stored on our servers. Every organization gets an isolated workspace with encrypted connections.
Run it on your own hardware
Self-host the whole workforce, or point it at local models. Enterprise adds SSO, private VPC and on-prem deployment.
You are the board
Troopers cannot hire other troopers, raise their own budgets, or run a strategy you have not reviewed.
At any timePause.Resume.Override.Reassign.Terminate.
Simple pricing, by deployment.
Every plan runs on a private server with your keys. No surprise bills on model usage — you pay providers directly.
Self-hostFree
Self-host
On your machine
$0free forever
1 workspace · no connected devices · free forever on your machine
BYO API keys — providers bill usage.
Team members
1 included
1
Workspaces
1 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Install on Mac or Windows
- Bring your own API keys
Lifetime dealLifetime
Solo Cloud
Pay once · hosted
$149one-time
1 workspace · 2 team members · no connected devices
BYO API keys — providers bill usage.
Team members
2 included
2
Workspaces
1 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Always-on managed cloud computer
- Lifetime hosted access — pay once
Hosted by usMost popular
Trooper Cloud
$25/ month
2 team members included
Extra members $10/mo. BYO keys.
Team members
2 included
2
Workspaces
1 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Multi-workspace support and unlimited connected devices
- Admin controls and team collaboration
Private deploymentCustom
Enterprise
Private cloud / VPC
Custom
Volume pricing and dedicated support
Private deployment with custom agreements.
Team members
200 included
2
Workspaces
100 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Private VPC or on-prem deployment
- SSO, custom domains, and agreements
- Priority support with SLA
Self-hostFree
Self-host
On your machine
$0free forever
1 workspace · no connected devices · free forever on your machine
BYO API keys — providers bill usage.
Team members
1 included
1
Workspaces
1 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Install on Mac or Windows
- Bring your own API keys
Lifetime dealLifetime
Solo Cloud
Pay once · hosted
$149one-time
1 workspace · 2 team members · no connected devices
BYO API keys — providers bill usage.
Team members
2 included
2
Workspaces
1 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Always-on managed cloud computer
- Lifetime hosted access — pay once
Hosted by usMost popular
Trooper Cloud
$25/ month
2 team members included
Extra members $10/mo. BYO keys.
Team members
2 included
2
Workspaces
1 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Multi-workspace support and unlimited connected devices
- Admin controls and team collaboration
Private deploymentCustom
Enterprise
Private cloud / VPC
Custom
Volume pricing and dedicated support
Private deployment with custom agreements.
Team members
200 included
2
Workspaces
100 included
1
- Unlimited agents and chats
- Adaptive memory and shared workflows
- Skills, integrations, and browser automation
- Private VPC or on-prem deployment
- SSO, custom domains, and agreements
- Priority support with SLA
the dream.
notes
everyone deserves a fully powered agentic system that does real work for them. that power should not sit only in the hands of big corporations — so we built trooper for you, and made it free for anyone to use. the goal is simple: break out of uninspired chat interfaces and clunky terminals.
— vaibhav
founder, trooper
Questions.
Missing something? Email vaibhav@trooper.so.
