Browser-driving agent that completes web tasks autonomously — booking, shopping, research.
BrowserTool useVisionMemory
Demo · hover to play
Adept vs Gumloopwhich AI ops agent should you pick in 2026?
Browser-driving AI agent — completes multi-step workflows on real web apps the way a human would.
BrowserTool useMemoryVision
Adept vs Gumloop — specs
| Spec | Adept | Gumloop |
|---|---|---|
| Agent Rank | 67 / 100 (B) | 75 / 100 (A) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Subscription · Free tier | Freemium · from $99 |
| Open source | No | No |
| Capabilities | Browser, Tool use, Memory, Vision | Tool use, Memory, Multi-agent, Browser |
| Integrations | 3 apps | 6 apps |
| Verified | — | — |
| Released | Apr 2025 | Feb 2025 |
Agent Rank breakdown
Adept
Agent Rank
67/ 100
- Autonomy
- 9
- Capabilities
- 8
- Integrations
- 4
- Pricing
- 9
- Polish
- 4
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Gumloop
Agent Rank
75/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 6
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Adept
Pros
- +Pioneering work on UI-driven browser agents — strong research lineage
- +Best for fully-autonomous, multi-step workflows that cross web apps
- +Foundation models tuned specifically for browser action prediction
Cons
- −Not generally available — enterprise pilots only as of mid-2026
- −Pricing not public
- −Reliability on long-tail UIs still a work in progress
Gumloop
Pros
- +YC-backed; named alongside Salesforce Agentforce in 2026 ops/marketing leader lists
- +Visual canvas + 80+ integrations — fastest no-code agent builder out there
- +Strong template community (browse + remix prebuilt agent workflows)
Cons
- −Credit-based pricing can spike on heavy workflows (multi-step LLM chains)
- −Less programmable than Zapier/Make for power users wanting custom code
- −Newer (2024 launch) — fewer enterprise case studies than n8n
Pricing
Adept
Enterprise preview
Custom
Enterprise pilots
- +Browser-driving agent
- +Custom workflow training
- +Dedicated research-eng support
Gumloop
Free
Free
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Recommended
Pro
$99/mo
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/mo
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
Custom
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Which one should you pick?
Adept
Pick Adept if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
Try Adept →Gumloop
Pick Gumloop if your stack spans many tools and integration depth is the constraint.
Try Gumloop →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Adept or Gumloop in 2026?+
Pick Adept if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Gumloop if your stack spans many tools and integration depth is the constraint. Most working teams running both can use Adept for primary work and Gumloop for the workflows where its specific strengths matter.
What's the price difference between Adept and Gumloop?+
Adept starts at Subscription · Free tier; Gumloop starts at Freemium · from $99. Adept is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Adept or Gumloop?+
Adept is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
Readers comparing Adept and Gumloop also picked
Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
Claude with computer-use capability — sees the screen, moves cursor, types, navigates apps autonomously.
BrowserTool useVisionMemory
Demo · hover to playPersonal AI agent that browses the web for you — books flights, fills forms, completes tasks autonomously.
BrowserTool useVisionMemoryDemo · hover to play
See more alternatives: alternatives to Adept · alternatives to Gumloop
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