Gumloop review

Gumloop ranks first because it pairs a plain agent builder with the pieces that usually force teams back to code. Each agent gets a model, instructions, connectors and skills, and Gumloop lists 400+ connectors plus app triggers and recurring tasks. Where no API exists, agents open a real browser, sign in from a password vault or 1Password, and hand the live session to a person when a site asks for a login or approval. Every session is recorded with passwords masked. Pro starts at $37 a month with 20,000 credits, unlimited seats, unlimited teams and 35+ models, and you can bring your own API keys. The trade-offs are a credit system with an 8% orchestration fee, no free plan beyond the 14-day trial, and credit costs that vary by model and task. For a team that wants many builders on one plan, the seat policy is hard to beat.

Who it is for

Operations, sales and support teams that want many people building and sharing agents on one bill.

Price

Pro from $37 per month with 20,000 credits and unlimited seats; Enterprise custom.

Pro Starts at $37 / month
Quoted from the vendor pricing page on November 7, 2026.

Key features

• Agents open a real browser to click, type, upload and pull data from sites with or without an API
• Password vault for agents, with 1Password support
• Human handoff of the live browser when a site needs a login or approval
• Session recordings with audit logs and masked passwords
• 35+ models, with bring-your-own API keys

Strengths and weaknesses

• Strength: Unlimited seats and teams on the $37 Pro plan
• Strength: Agents can work on sites that have no API
• Strength: Every browser session is recorded step by step
• Weakness: No permanent free plan, only a 14-day trial
• Weakness: An 8% orchestration fee applies on Pro
• Weakness: Credit costs vary by model and task, which makes monthly spend harder to forecast

Key facts

• Pro: Starts at $37 per month
• Included credits: 20,000 per month on Pro
• Free trial: 14 days
• Seats: Unlimited on Pro
• Models: 35+ plus custom proxy support

Where it ranks

Gumloop is No. 1 in our Best AI Agent Builders verdict and No. 6 in Best AI Agents and No. 5 in Best AI Workflow Automation Tools and No. 10 in Best No-Code Automation Tools.