Gumloop vs Fleece AI: Automation Compared (2026)
By Loïc Jané · Founder, Fleece AI
Fleece AI vs Gumloop: Which AI Automation Platform Should You Choose in 2026?
At a Glance: Gumloop is a Y Combinator-backed AI agent builder with a visual workflow canvas, 100+ MCP integrations, and credit-based pricing starting at $37/month (Pro). Fleece AI is a delegative AI workspace with autonomous agents, inter-agent hierarchy, and 1,400+ integrations, starting at €49/month after a 4-day trial. For teams that need scheduled, hands-off automation across their full tech stack, Fleece AI covers far more apps out of the box. Updated September 28, 2026.
Key Takeaways
- Gumloop combines a visual node-based editor with agents that run in Slack and other apps; Fleece AI uses natural language to create autonomous agents that execute multi-step workflows without visual programming.
- Fleece AI connects to over 1,400 apps through direct connections with managed OAuth, while Gumloop lists 100+ MCP integrations.
- Gumloop's Pro plan starts at $37/month for 20,000 credits with unlimited seats; Fleece AI opens with a 4-day trial carrying 1,000 credits, then Starter at EUR 49/month with 2,000 credits a month.
- Fleece AI includes a unique inter-agent hierarchy system where manager agents delegate to sub-agents, auto-improve prompts, and report results -- a feature Gumloop does not offer.
- According to Gartner, 33% of enterprise software will include agentic AI by 2028, making agent orchestration capabilities a critical differentiator.
What Is Gumloop?
Gumloop is a no-code AI automation platform founded as part of Y Combinator's Winter 2024 batch. It started as a visual, node-based editor where users connect pre-built blocks to create automation workflows. On March 12, 2026, Gumloop raised a $50 million Series B led by Benchmark, after a $17 million Series A from Nexus Venture Partners in January 2025.
As of September 2026, Gumloop presents itself as a "multiplayer AI agent builder": anyone at a company can build agents with any AI model and any integration, deploy them in Slack and other apps, and share reusable skills, while IT controls access. It also offers Gummie, an assistant that generates workflows from natural language descriptions. The platform targets enterprise teams with use cases spanning sales prospecting, CRM maintenance, support ticket triage, and data analysis. Customers include Instacart and Shopify.
The credit-based pricing model means costs scale with usage: calls to more capable models cost more credits than standard calls. Teams running batch processing or frequent AI executions should model costs carefully before committing.
What Is Fleece AI?
Fleece AI is a delegative AI workspace where you assign goals to autonomous AI agents that plan and execute complex workflows across 1,400+ app integrations. Instead of assembling visual blocks, you describe tasks in natural language and agents handle the execution -- on schedule, 24/7, without manual triggers.
Fleece AI supports multiple AI models: Claude Sonnet 5.5 (the default), Claude Haiku 5.5 and Mistral Medium 3.5 on Starter, GLM 5.3 · EU on Pro, and Claude Opus 5.5 on Business. The platform connects to apps like Gmail, Slack, HubSpot, Notion, and over a thousand more through direct connections.
What sets Fleece AI apart is its agent hierarchy system: manager agents delegate tasks to specialized sub-agents, auto-improve their prompts based on results, and report back through structured communication channels. This mirrors how real teams operate and scales far beyond flat workflow chains.
Head-to-Head Comparison
| Feature | Fleece AI | Gumloop |
|---|---|---|
| Core Approach | Delegative -- assign goals, get results | Visual canvas plus agents in Slack and other apps |
| Integrations | 1,400+ through direct connections | 100+ MCP integrations |
| Free trial | 4 days, 1,000 credits | 14-day Pro trial reported; free plan status varies by source |
| Paid Starting Price | €49/month per workspace (Starter) | $37/month (Pro, unlimited seats) |
| AI Models | Claude Sonnet 5.5 (default), Claude Haiku 5.5, Mistral Medium 3.5, Claude Opus 5.5 (Business) | Model-agnostic (multiple providers) |
| Agent Hierarchy | Yes -- delegation, reporting, prompt auto-improvement | No |
| Autonomous Scheduling | Cron-based with timezone support | Recurring triggers available |
| Browser Automation | Built-in cloud browser sessions | Chrome extension |
| Custom Skills | Built-in + user-created skills per agent | Reusable, shareable agent skills plus a node library |
| Heartbeat Scheduling | Per-agent autonomous wake-up intervals | Not available |
| Enterprise Security | SOC 2 roadmap, GDPR | SOC 2 Type II, GDPR, HIPAA (BAA), SSO, VPC |
| Target User | Operations, marketing, sales, founders | Enterprise ops, engineering, sales |
How the Two Platforms Compare in Practice
Workflow Creation
Gumloop requires users to visually connect blocks on a canvas -- similar to Make.com or n8n. This gives technical users granular control over execution flow but introduces a learning curve. Fleece AI takes a fundamentally different approach: describe what you want in plain language, and the agent figures out the execution path. For teams that want results without mastering a visual builder, Fleece AI's delegative model is faster to adopt.
Integration Breadth
Fleece AI connects to over 1,400 applications through direct connections with managed OAuth (full catalog on Business, 240+ on Pro). Gumloop lists 100+ MCP integrations. For teams whose stack includes niche tools like Attio, Copper, Lemlist, or Beehiiv, Fleece AI's breadth eliminates the need for workarounds.
Agent Orchestration
Fleece AI's hierarchy system -- where a CEO-level agent delegates to specialized sub-agents who report back -- is designed for multi-agent work. Gumloop's agents share skills and can be deployed across apps, but Gumloop does not describe manager/sub-agent delegation with structured reporting or self-improving prompt chains.
Ready to automate with agents that collaborate? Start your 4-day trial on Fleece AI and deploy your first autonomous workflow in under 60 seconds. No visual builder required.
Why Teams Switch from Gumloop to Fleece AI
1. Predictable Entry Cost
Fleece AI's 4-day trial includes 1,000 credits and models like Claude Sonnet 5.5 and Mistral Medium 3.5 -- enough to validate use cases before committing budget. After that, Starter is a flat €49/month (€39 with annual billing). Gumloop's Pro plan starts lower, at $37/month for 20,000 credits, but advanced model calls consume credits faster, so heavy AI usage raises the bill.
2. Broader Managed Integration Coverage
With 1,400+ apps through direct connections versus Gumloop's 100+ MCP integrations, Fleece AI covers the long tail of niche tools that businesses actually use. Every integration is managed by Fleece AI -- no token rotation by hand.
3. Agent Hierarchy for Complex Operations
Fleece AI's delegation system lets manager agents coordinate sub-agents, track performance, and auto-improve prompts. Gumloop does not describe this kind of persistent delegation between agents.
4. Scheduled Automation Without Visual Complexity
Fleece AI flows run on cron schedules with timezone support. Describe the task once, set the schedule, and it runs autonomously. With Gumloop, even recurring automations require assembling blocks on the visual canvas.
When Gumloop Might Be the Better Choice
Gumloop can be a better fit in specific scenarios:
- Enterprise compliance requirements: Gumloop holds SOC 2 Type II certification, supports HIPAA with a BAA on eligible plans, and offers VPC deployment. If your organization requires on-premise-grade compliance today, Gumloop is ahead in this area.
- Visual debugging preference: Teams that prefer seeing every execution step laid out on a visual canvas may find Gumloop's node editor more transparent than natural language agent execution.
- Existing Gumloop investment: If your team has already built a library of Gumloop workflows and trained staff on the visual builder, migration costs may outweigh the benefits.
- Enterprise budget: Gumloop's $50M Series B and enterprise customer base (Instacart, Shopify) signal long-term stability for large organizations.
- Many seats on a small budget: Gumloop's Pro plan includes unlimited seats from $37/month.
For teams that prioritize breadth of integrations, agent-to-agent collaboration, and flat workspace pricing, Fleece AI remains the stronger choice. See how Fleece AI compares to other automation tools like Zapier and Make.com.
Real-World Workflow Examples
Here are workflows that highlight the differences between the two platforms:
- Sales pipeline digest: "Every morning at 8 AM, pull new deals from HubSpot, enrich contacts with Apollo data, and post a summary to #sales in Slack." Fleece AI handles this as a single scheduled flow across 3 apps. On Gumloop, this requires assembling 5+ blocks and mapping data between connectors.
- Support ticket triage with escalation: "When a new Intercom conversation arrives, classify urgency with AI, assign to the right agent based on topic, and escalate critical issues to the manager agent." Fleece AI's agent hierarchy handles the escalation chain natively. Gumloop would need manual branching logic.
- Competitor price monitoring: "Check three competitor pages every 4 hours using browser automation and alert me on Discord if prices change." Fleece AI's built-in browser automation handles this without additional tools. On Gumloop, browser interaction goes through its Chrome extension.
- Multi-agent weekly report: "On Friday at 5 PM, have the data agent compile Stripe revenue, the CRM agent summarize HubSpot pipeline, and the manager agent merge both into a Google Doc." Only Fleece AI's hierarchy supports this multi-agent coordination pattern.
Frequently Asked Questions
Is Gumloop free to use?
Gumloop has long offered a free tier with 5,000 credits/month; as of September 2026, third-party pricing trackers disagree on whether it is still available or has been replaced by a 14-day Pro trial, so check Gumloop's pricing page. The Pro plan starts at $37/month for 20,000+ credits with unlimited seats. Fleece AI offers a 4-day free trial with 1,000 credits and access to models like Claude Sonnet 5.5 and Mistral Medium 3.5.
How does Gumloop pricing compare to Fleece AI?
Gumloop's Pro plan costs $37/month for 20,000+ credits with unlimited seats. However, calls to advanced models cost more credits than standard calls, so heavy AI usage can deplete credits quickly. Fleece AI's Starter plan is €49/month with 2,000 credits, 5 agents, 10 flows, and models including Claude Sonnet 5.5 and Claude Haiku 5.5; Pro is €99/month with 8,000 credits, 25 flows, and 240+ integrations.
Can Gumloop agents collaborate with each other?
Gumloop agents can share reusable skills and run across apps like Slack, and Gummie can generate workflows, but Gumloop does not describe ongoing manager/sub-agent delegation. Fleece AI's hierarchy system enables manager agents to delegate tasks, receive reports, and auto-improve sub-agent prompts.
Which platform has more integrations?
Fleece AI connects to 1,400+ apps through direct connections. Gumloop lists 100+ MCP integrations (including Salesforce, HubSpot, Airtable, Slack, and Gmail). Fleece AI's managed connections simplify authentication across a wider range of apps.
Does Gumloop support browser automation?
Gumloop offers a Chrome extension that lets agents interact with web content. Fleece AI includes built-in cloud browser sessions (Chromium, driven through Playwright) for navigating web pages, filling forms, and scraping data from sites without APIs, with no extension to install. See our guide on AI workflow automation for more details.
The Bottom Line
Gumloop and Fleece AI represent two distinct philosophies in AI automation. Gumloop is a visual, block-based framework favored by enterprise engineering teams who want granular control over every automation step. Fleece AI is a delegative AI workspace where autonomous agents handle execution, collaborate through hierarchy, and run on schedule across 1,400+ apps.
If you need agent-to-agent collaboration and far more ready-made integrations -- Fleece AI is the clear winner. If you need SOC 2 Type II certification and visual debugging for a single enterprise deployment, Gumloop deserves consideration.
For more comparisons, see Fleece AI vs Zapier, Fleece AI vs n8n, and Fleece AI vs Workato.
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