Gumloop vs Lutra

Gumloop

• Teams that want non-engineers to build their own agents
• Companies that prefer unlimited seats on one shared credit pool
• Agents that answer in Slack or Microsoft Teams

Lutra

• Sales and operations teams enriching contact and company data
• Pulling data out of PDFs and emails into spreadsheets
• Non-technical users who want repeatable automations without building flows by hand

Gumloop

• There is no free plan: new accounts get a one-time 14-day Pro trial that requires a card and converts to paid unless canceled.
• Pro credits do not roll over, and agents stop at 20,000 credits a month unless pay-as-you-go is switched on.
• Bringing your own model API key removes token costs but raises the orchestration fee from 8% to 16%.
• Role-based access control, SCIM and SAML, audit logs, the admin dashboard and data exports are limited to Enterprise.

Lutra

• The Free plan is capped at 15 messages a day and 200 credits a month.
• Scheduling and webhooks need the Essentials plan or higher.
• AI processing and outside data use credits: a web search costs 3 credits, a page retrieval 1, and AI functions vary with size.
• Discounted bulk credits and priority support start at the Professional plan.

Gumloop

Agents on your tools and data

Agents work across more than 300 connectors and shared company knowledge, with a choice of 35+ models or your own model API keys.

Triggers, schedules and API

App triggers and recurring schedules start agents automatically, and a REST API can run them from other systems.

Skills

Agents write reusable playbooks called skills, which can be shared across a team and synced with GitHub.

Slack, Teams and Gmail

Agents can be @mentioned in Slack channels and threads, brought into Microsoft Teams chats and channels, and used to draft and triage mail in Gmail.

Sharing and permissions

An agent built by one person can be shared with an individual, a team or the whole organization at owner, editor, viewer or use-only level.

Usage-based credits

Model tokens, compute and paid tool calls are billed at list price in credits worth $0.005 each, plus an 8% orchestration fee, or 16% when you bring your own model keys.

Lutra

Code-generating agent

Lutra talks through the goal with you, then writes and runs code to carry it out, so a repeated task follows the same steps. The actions and code it used stay visible.

Playbooks

A completed task can be saved as a playbook, a reusable workflow that is run again, put on a schedule or shared with teammates.

App integrations

Reads and writes data in Google Workspace, Outlook, OneDrive, Slack, GitHub, HubSpot, Airtable and other connected apps. In-app actions on your own accounts use no credits.

Web research and enrichment

Searches the web, retrieves pages and looks up public person and company profiles to fill in spreadsheets or CRM records, at 1 to 3 credits per lookup.

Custom integrations and MCP

Connects to any MCP-compatible server and builds connectors to REST and OpenAPI services and to databases such as Supabase.

Scheduling and webhooks

On the Essentials plan and above, workflows can run on a schedule or be started by a webhook.

Gumloop

• Pro$37

  per month, including 20,000 credits

  Unlimited seats, teams and agents, 35+ models, your own API keys, email support, and optional pay-as-you-go overage at $0.005 a credit.

• EnterpriseCustom

  Custom credits, role-based access control, SCIM and SAML, audit logs, org-wide connector policies, optional virtual private cloud and Slack support.

Lutra

• Free$0

  15 messages a day, 200 credits a month, basic tools (Google Workspace, Slack, web search, Airtable) and a trial of premium tools.

• Essentials$23

  per month, billed annually ($29 billed monthly)

  Unlimited messages, 2,000 credits a month, premium tools such as Outlook, OneDrive and HubSpot, plus scheduling and webhooks.

• Professional$63

  per month, billed annually

  Unlimited messages and 6,000 credits a month, with everything in Essentials plus bulk credit purchases and priority support.

• EnterpriseCustom

  Unlimited credits, dedicated support, custom integrations, custom security and data policies, analytics and workflow setup.

Gumloop

No public discounts listed.

Lutra

• Annual discount

  21% off with annual billing

  The Monthly/Annual toggle on the pricing page labels annual billing as 21% off. Essentials is shown at $23 a month billed annually, against $29 billed monthly.

• Other savings

  Volume pricing on bulk credits

  Professional and custom plans can buy extra credits in bulk: 10,000 for $100 (1.0 cent each), 50,000 for $450 (0.9 cents) or 100,000 for $800 (0.8 cents).