Side-by-side comparison of two listed AI Agents tools — real listing data only, no paid placement.
On record, they differ in: pricing (Gumloop Freemium vs LLMStack Free); unique tags (Gumloop 2: #automation #workflows vs LLMStack 3: #ai-agents #open-source #chatbot); category rank (Gumloop #3 vs LLMStack #35). Same category (AI Agents). Listing facts only — not a recommendation.
No-code canvas for automating work with AI agents
Gumloop lets operators chain AI steps — scraping, document parsing, LLM reasoning, integrations like Gmail and Slack — into automated workflows on a drag-and-drop canvas, no engineering required.
Published 2026-08-06 · Links checked 2026-09-16
No-code platform to build AI agents and apps with your data
LLMStack is an open-source, no-code platform for building generative AI applications, chatbots, and agents. It supports integration with major model providers like OpenAI, Cohere, Stability AI, and Hugging Face, and allows users to import data from various sources such as web URLs, PDFs, and Google Drive. The platform enables collaborative app building with granular permissions and public or restricted sharing.
Published 2026-08-08 · Links checked 2026-09-19
| Gumloop | LLMStack | |
|---|---|---|
| Pricing | Freemium | Free |
| Category | AI Agents | AI Agents |
| Rank in AI Agents | Position #3 of 77 | Position #35 of 77 |
| Alternatives listed | 7 → | 7 → |
| Shared tags | #no-code | |
| Unique tags | #automation #workflows | #ai-agents #open-source #chatbot |
| Pricing page | Official pricing page | Not detected on official site (checked 2026-09-18) |
| Free trial | Mentioned on the official pricing page | Not detected on official site (checked 2026-09-18) |
| Source code | Not detected on official site (checked 2026-09-17) | github.com/trypromptly/LLMStack |
| Documentation | docs.gumloop.com/core-concepts/agents | Not detected on official site (checked 2026-09-18) |
| Company | Gumloop | Not detected on official site (checked 2026-09-18) |
| In their own words | Gumloop is the multiplayer AI agent builder. Let anyone at your company build agents with any AI model, any integration while IT controls access.— official site (homepage description), checked | No-code platform to build generative AI apps, chatbots and agents with your data.— official site (homepage description), checked |
| Official channels | X (Twitter)LinkedInYouTubedeclared on www.gumloop.com via schema.org sameAs | — |
| Official website | www.gumloop.com | llmstack.ai |
| Site preview | ||
Rank = neutral rotation by listing ID, not a quality score · how it works
Gumloop is Freemium; LLMStack is Free. Both are listed in AI Agents on ToolDock.
What they have in common: #no-code
Gumloop is listed as freemium (free tier alongside paid plans); LLMStack is listed as free. Pricing label set at listing time; official pricing page linked where verified — see each official website for current details.
Both are AI Agents tools listed on ToolDock, and they share the tag no-code.
ToolDock keeps a tag-matched alternatives list for each: see Gumloop alternatives and LLMStack alternatives.