Gumloop Review, Pricing & Alternatives (2026)

Gumloop is a hosted agent and workflow builder made by AgentHub Inc., founded in April 2023 by McGill classmates Max Brodeur-Urbas and Rahul Behal under the name AgentHub. The company changed its name to Gumloop in 2024. BetaKit reported a $3.1 million seed round in July 2024, while TechCrunch and BetaKit reported a $17 million Series A in January 2025. The reported funding total reached about $20 million. Gumloop presents its product as a multiplayer AI agent builder for company operations. People create agents that connect to business applications, run from schedules or triggers, and produce reports, documents, dashboards, or web apps. The product is a commercial SaaS service rather than an open-source platform.

A typical Gumloop workflow starts on a visual canvas, where a user combines instructions, connectors, and reusable skills. Agents can read or write in Slack, Gmail, Salesforce, HubSpot, Notion, Linear, GitHub, and Google Sheets, with additional tools available through MCP. Users can run agents interactively, schedule them, call them with a webhook, or invoke them through the REST API. Gumloop also provides an MCP server for compatible clients. Documented use cases include lead enrichment, CRM updates, meeting briefs, support triage, monitoring, data analysis, research, and scheduled reports. Teams share usage through an organization credit pool. Developers can add logic through Python or JavaScript alongside visual workflow steps, while business users can build and revise agents without maintaining a separate orchestration service.

Gumloop supports Auto, Balanced, Smartest, and specific model selection. Auto routes requests according to task difficulty, while Balanced and Smartest are maintained presets whose underlying models can change. The October 2026 model catalog lists providers including Anthropic, OpenAI, Google, DeepSeek, MiniMax, Z.ai, and xAI. Listed models include Claude 5.5 Opus, GPT-6 variants, Gemini 3.1 Pro, Grok 4.7, DeepSeek V4 Pro, MiniMax M3, and GLM-5.3. Gumloop describes this catalog as dynamic, so model names and mappings can change. BYOK is available for eligible Pro and Enterprise model calls and can remove model-credit charges, although orchestration fees can remain. The product documentation and changelog describe continuing changes to providers, models, connectors, and workflow behavior during 2025 and 2026.

Gumloop's Free plan costs $0/month and includes 5,000 credits monthly, with up to two concurrent runs. New accounts receive a one-time, card-required 14-day Pro trial that converts unless canceled. Pro costs $37/month and includes 20,000 credits monthly. The current credit documentation lists $0.005 per credit, with charges based on model calls, connector calls, compute time, and an orchestration fee. A successful connector call costs one credit plus any third-party charge, compute costs five credits per session-minute, and orchestration adds 8% of the other listed charges. Pro overage costs $0.005 per credit, with a default ceiling of 1,000,000 overage credits per billing period. Enterprise pricing and allocations are custom, and unused credits roll over there.

Gumloop fits business teams that want agents to act across existing SaaS tools without running orchestration infrastructure. Its usage pricing requires closer monitoring than fixed per-task plans, especially when agents use expensive models, many connectors, or long compute sessions. Compared with Zapier, Gumloop offers deeper agent behavior and MCP access. Compared with n8n, Gumloop is more managed and business-user oriented, while n8n offers greater deployment control. Compared with Dify, Gumloop focuses more on connected operational work than on building self-hosted RAG applications. Gumloop is less suitable for teams seeking broad self-hosting or predictable task pricing. Choose it for collaborative SaaS automation, API access, and enterprise governance, especially when the intended user is a business or IT team.