Side-by-side comparison of two listed AI Agents tools — real listing data only, no paid placement.
On record, they differ in: unique tags (Gumloop 1: #no-code vs Parabola 3: #ai-agents #operations #finance); category rank (Gumloop #3 vs Parabola #28). Same pricing model (Freemium) and 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
AI agent platform for ops and finance teams
Parabola is an AI agent platform designed for operations and finance teams to automate messy, recurring processes at production scale. It helps build workflows that automate tedious tasks, deliver accurate reports without spreadsheets, and enable automation without needing engineering. The platform includes a prompt library, integrations with existing tools, and resources like documentation and university lessons.
Published 2026-08-13 · Links checked 2026-09-08
| Gumloop | Parabola | |
|---|---|---|
| Pricing | Freemium | Freemium |
| Category | AI Agents | AI Agents |
| Rank in AI Agents | Position #3 of 77 | Position #28 of 77 |
| Alternatives listed | 7 → | 12 → |
| Shared tags | #automation #workflows | |
| Unique tags | #no-code | #ai-agents #operations #finance |
| Pricing page | Official pricing page | Official pricing page |
| Free trial | Mentioned on the official pricing page | Mentioned on the official pricing page |
| Documentation | docs.gumloop.com/core-concepts/agents | Not detected on official site (checked 2026-09-14) |
| Company | Gumloop | Parabola |
| Founded | Not detected on official site (checked 2026-09-17) | 2017 |
| 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 | Prowork turns your team's data, context, and know-how into processes that run on their own while showing their work step by step.— official site (homepage description), checked |
| Official channels | X (Twitter)LinkedInYouTubedeclared on www.gumloop.com via schema.org sameAs | X (Twitter)LinkedInYouTubedeclared on parabola.io via schema.org sameAs |
| Official website | www.gumloop.com | parabola.io |
| Site preview | ||
Rank = neutral rotation by listing ID, not a quality score · how it works
Gumloop is Freemium; Parabola is Freemium. Both are listed in AI Agents on ToolDock.
What they have in common: #automation · #workflows
Gumloop is listed as freemium (free tier alongside paid plans); Parabola is listed as freemium (free tier alongside paid plans). 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 tags automation, workflows.
ToolDock keeps a tag-matched alternatives list for each: see Gumloop alternatives and Parabola alternatives.