Data Driven Reviews

Gumloop Review 2026

By Riley Park · Last verified: October 2026

DDR Strong Performer
Team-wide AI agent builder250+ MCP connectorsApprovals, evaluations & spend controls

Bottom Line — Gumloop Review 2026

8.63DDR SCOREout of 10
DDR Strong Performer
Limited review data

An agent builder for whole teams: the people who know a task build the agent, connect it to company tools and share it, while admins control access, models and spend. Gumloop rebuilt its product around agents in 2026, so judge it on what it is now; its user review base is the thinnest in the category and mostly predates that change.

This color reflects Gumloop's brand — not a performance rating.

This score is a starting point, not a verdict. Your specific use case, technical comfort, and integration needs can make a different product the right fit for you. Shortlist the two or three products that best meet your needs, then test each on a real task you'd actually build. There's no permanent free tier, but the 14-day trial is long enough to build an agent and run it on real work.

Who Should Consider Gumloop & Who Should Not?

Best for
  • ✓Companies that want non-technical staff to build agents others can use, with IT controlling access and spend
  • ✓Agents that work across company tools from Slack, Teams, email or a hosted page
  • ✓Teams that need approval rules, run evaluations and audit logs around their agents
Watch out for
  • !The thinnest user review base in the category, and most of it predates Gumloop's 2026 rebuild around agents
  • !Workflows, the product earlier reviews describe, are now labeled Legacy on Gumloop's pricing page
  • !An 8% orchestration fee applies on top of credit usage on Pro
Skip if
  • ✕You need a permanent free plan: Gumloop offers a 14-day trial, then Pro from $37 a month
  • ✕You need the longest track record in the category: Gumloop launched in 2023
See Plans & Pricing ↓
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Gumloop DDR Score Breakdown — 8.63 out of 10

How we score

The DDR Score™ is Data Driven Reviews' proprietary evaluation methodology, scoring products across four weighted pillars: Company Credibility (15%), Core Features (25%), Unique Capabilities (35%), and User Sentiment (25%).

8.50CREDIBILITYout of 10
Company Credibility

About $70M raised, including a $50M Series B in 2026, with named enterprise customers and published pricing. Support is documented by plan, but there is no SLA.

9.00FEATURESout of 10
Core Features

Every category checklist item is documented, from agents that pick their own tools to approval rules and audit logs, with 250+ connectors and a clean recent reliability record.

9.33UNIQUEout of 10
Unique Capabilities

Built for teams sharing agents: roles, plain-English rules on what agents may do, spend caps and per-task model choice, with the fastest verified release pace in the category.

7.35SENTIMENTout of 10
User Sentiment

Review data is limited, but reviews praise support and ease of use. Billing and credit complaints make pricing the weakest area.

A correction on reliability: an earlier version of this review cited 23+ outages in six months as the highest incident rate in the category. That no longer holds. Gumloop's own status page (status.gumloop.com) and an independent monitor show two incidents in the six months to October 9, 2026, both on June 3, and none since.

Gumloop User Sentiment (Synthesized) — 7.35 out of 10

Gumloop's user evidence is the thinnest in the category, and it splits by product era. Reviews written about the earlier workflow product are positive, mostly about how approachable it is and how quickly support and the community respond. Accounts from users of the rebuilt agent product are fewer and mostly about money: credits spent faster than expected on agent runs, the end of the free plan, a card required for the trial, and billing or coupon errors, with some support replies slow or unresolved. No formal reviews of the agent product exist yet, so read this as an early signal rather than a settled picture.

What users praise
  • ✓Ease of use, in reviews of the earlier workflow product
  • ✓Quick responses from support and the community, in earlier reviews
  • ✓Fast fixes after some user requests, such as adding a new model within days
What users flag
  • ✕Credits used faster than expected on agent runs, and billing or coupon errors
  • ✕Slow or unresolved support replies in several recent accounts
  • ✕The end of the free plan, and a card required for the trial

Information is synthesized from recurring review data themes and sentiment.

Gumloop Pricing and Plans 2026 — $37/mo+, 2 Plans

Included on all plans

  • ✓No-code agent builder: unlimited agents, seats and teams
  • ✓250+ MCP-based connectors, plus any custom MCP server
  • ✓35+ AI models, with bring-your-own API keys
  • ✓No permanent free plan; a 14-day free trial instead
ProUnlimited seats
$37/mo
  • +20,000 credits/month included; 8% orchestration fee on credit usage
  • +35+ AI models, bring your own API keys
  • +Unlimited agents, teams, and seats
  • +14-day free trial (monthly billing)
Get started with Gumloop Pro today
EnterpriseUnlimited seats
Custom pricing
  • +Custom credit allocation
  • +SSO/SAML, RBAC, audit logs
  • +Virtual private cloud (optional)
  • +Embedded Gumloop expert (optional)
Get started with Gumloop Enterprise today

Want to compare all plans side by side? Gumloop Pricing Page

Note: Gumloop's pricing structure has changed several times in 2026. This reflects the live pricing page as verified in October 2026. Always confirm current pricing directly with Gumloop before purchasing.

Gumloop Integrations — 250+ MCP Connectors

Gumloop's connectors page lists 250+ connectors, all built on MCP, and its homepage says 300+. Agents can also use any custom MCP server you add, and a built-in browser that signs in with saved logins for sites that have no connector. Verified on gumloop.com, October 2026.

Gumloop AI Capabilities 2026 — Team-Wide AI Agents

Gumloop is now an agent platform. You describe the job, connect the apps, and the agent drafts its own instructions; it then decides which tools to use, can hand work to up to 10 subagents, and runs from Slack, Teams, email, a hosted page or the API, on a trigger or a schedule. The older drag-and-drop workflow builder is labeled Legacy on Gumloop's pricing page.

What's included
  • ✓Approval rules per tool, plus evaluations that grade each run
  • ✓A model router that picks a model per task, across 35+ models
  • ✓Owner and user roles, spend caps and audit logs for admins
Watch out for
  • !Not built for customer-facing chatbots the way Botpress or Chatbase are
  • !An 8% orchestration fee applies on top of credit usage on Pro

Verified October 2026 against Gumloop's own site, documentation and pricing page.

Frequently Asked Questions — Gumloop Review (6 Questions)

Is Gumloop worth it compared to other AI agent builders?

For a company that wants many non-technical people building and sharing agents under central controls, it is one of the strongest options: Gumloop has the highest DDR Score in the category, on the strength of its agent features, its approval rules, evaluations and spend controls, and the fastest release pace in the category, but it is listed as a Strong Performer rather than a Category Leader because user review data is still limited, and the recent accounts that do exist center on billing and support. Test it on a real task during the 14-day trial.

Does Gumloop have a free plan?

No. Confirmed directly on Gumloop's own pricing page as of September 2026, there is no permanent free tier. The Pro plan starts at $37/mo and includes a 14-day free trial on monthly billing. Gumloop did previously offer a permanent free tier, but this was removed as part of a 2026 pricing restructure.

How many integrations does Gumloop have?

Gumloop's connectors page lists 250+ MCP-based connectors, and its homepage says 300+. Agents can also use any custom MCP server you add, and a built-in browser for sites with no connector. Verified on gumloop.com, October 2026.

How reliable is Gumloop?

Gumloop runs its own public status page (status.gumloop.com), which showed 100% uptime for its platform and API from July to October 2026. An independent monitor that has tracked Gumloop since January 2026 lists six incidents in that time, two of them in the last six months (both on June 3) and none in the last 90 days. An earlier version of this review cited a much higher outage count; it no longer holds. Checked October 2026.

What makes Gumloop different from other AI agent builders?

Gumloop is built for agents a whole company shares. One person builds an agent and others use it in their own chats, with owners deciding who can edit, view or only use it. Admins write plain-English rules that block or flag tool calls, cap spend by agent or team, and restrict which AI models can be used, and each agent can grade its own runs against criteria you set. Enterprise customers can run Gumloop inside their own AWS, Azure or Google Cloud account.

How is Gumloop different from n8n or Zapier?

n8n and Zapier are broad automation platforms where you build workflows step by step, with AI added to them; DDR does not score either in this category. n8n's own pricing page describes it as AI agents and workflows for technical teams, and it can be self-hosted. Zapier has the widest app library. Gumloop is built around agents that decide which tools to use for a task, aimed at non-technical staff, with team-wide controls. For deterministic step-by-step automation across thousands of apps, Zapier or n8n fit better; for staff building and sharing AI agents, Gumloop is the closer match.

The Insider's Take

Gumloop is no longer the workflow tool many earlier reviews describe. Its pricing page now labels workflows Legacy, and the product is an agent platform: you describe the job, connect the apps, and the agent drafts its own instructions, then runs from Slack, Teams, email, a hosted page or the API. What sets it apart in this category is the layer around the agents: owner and user roles, approval rules per tool, evaluations that grade each run, and spend caps by agent or team.

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