Notis vs Gumloop vs Relevance AI

Verdict

Notis aside, Relevance AI has the highest support score, 91% across all 33 rows, ahead of Gumloop at 85%.

Their strengths differ: Relevance AI for controlling complex multi-step workflows and Gumloop for combining AI agents with human checkpoints.

The cheapest way in is Notis at Free–$149/mo, though its free plan only does part of the job.

None of them documents Open source or Self-hosting.

Capabilities and pricing

Capability comparison between Notis and the selected automation tools
Capability	View pricing	GumloopVisit site	Relevance AIVisit site
Build & trigger
Visual workflow builder	—	Partial
Build workflows with natural language
Schedule trigger
App-event trigger
Webhook or API trigger
Email, form, or manual trigger	Manual: Test button / chat command
Logic & orchestration
Conditional branches	—	Partial
Loops and batch processing	—
Data mapping and transforms	—
Custom code steps	PartialVia skills' scripts/, not a code step	Partial
Reusable subflows	—
Long-running workflows
AI & human control
AI model steps
Autonomous agents
Knowledge bases or RAG	Ultra-tier memory sources
Browser or computer use
MCP support
Human approval steps	—
Reliability & operations
Retries and error paths	—
Run history and logs
Testing and debugging	Test button fires a real run on demand
Workflow versioning	—	Partial
Monitoring and alerts	—
Secret management	Masked env vars + encrypted tokens
Platform & governance
Ready-made app integrations	1,000+ apps
Workflow templates	PartialSingle-prompt automation templates
Managed cloud
Open source	—	—	—
Self-hosting	—	—	—
SSO and role-based access	—
Audit logs and compliance	—
Shared team workspace
Usable free tier	Partial	—	—
Price	FREEPRO$13/moyr (rate on a yearly commitment)+2 more	Pro (starts at)$37/moEnterpriseCustom pricing	Pro$19/moyr (rate on a yearly commitment)Team$234/moyr (rate on a yearly commitment)+1 more

IncludedPartial— Not documentedNot checked

Ranked by support score

1. Relevance AI

AI agent automation

Build specialist AI agents, reusable tools and visual multi-agent workforces for business processes.

Best for: controlling complex multi-step workflows

Documented strengths

Build & trigger: Visual workflow builder, Build workflows with natural language, Schedule trigger, App-event trigger, Webhook or API trigger and Email, form, or manual trigger
Logic & orchestration: Conditional branches, Loops and batch processing, Data mapping and transforms, Custom code steps, Reusable subflows and Long-running workflows
AI & human control: AI model steps, Autonomous agents, Knowledge bases or RAG, Browser or computer use, MCP support and Human approval steps

The catch

The gap is platform and governance options, with nothing documented for Open source, Self-hosting and Usable free tier.

Pricing

Pro$19/moyrTeam$234/moyrEnterpriseCustom pricing

Pro: $29/month, or $19/month billed annually. Team: $349/month, or $234/month billed annually. Enterprise: custom. Free is retired for new and existing accounts; extra actions/vendor credits are separate. · no free tier · relevanceai.com

How it differs from Notis: A visual multi-agent workforce with reusable code/LLM tools, shared knowledge, controlled handoffs and approval/alert governance. The former Free plan has been retired.

Visit Relevance AI Relevance AI alternativesSupport score: 91% across all 33 rows

2. Gumloop

AI agent and workflow automation

Build shared tool-using AI agents with company knowledge, browser automation, triggers and human control.

Best for: combining AI agents with human checkpoints

Documented strengths

AI & human control: AI model steps, Autonomous agents, Knowledge bases or RAG, Browser or computer use, MCP support and Human approval steps
Platform & governance: Ready-made app integrations, Workflow templates, Managed cloud, SSO and role-based access, Audit logs and compliance and Shared team workspace
Build & trigger: Build workflows with natural language, Schedule trigger, App-event trigger, Webhook or API trigger and Email, form, or manual trigger

The catch

The gap is platform and governance options, with nothing documented for Open source, Self-hosting and Usable free tier.

Pricing

Pro (starts at)$37/moEnterpriseCustom pricing

Pro starts at $37/month with 20,000 monthly credits, unlimited seats/teams, five concurrent flow runs and a fourteen-day trial. Enterprise is custom-priced with advanced governance and retention. No ongoing Free tier is asserted. · no free tier · gumloop.com

How it differs from Notis: A multiplayer autonomous-agent platform with indexed company knowledge, native code/browser environments and human approvals; legacy flow/workbook APIs coexist with the agent-first editor.

Visit Gumloop Gumloop alternativesSupport score: 85% across all 33 rows

3. Notis

Personal AI assistant

Notis is a personal AI assistant you message from WhatsApp, iMessage, Telegram, Slack or email, and reach from your own coding agent through its MCP server.

Best for: building and triggering workflows

Documented strengths

Build & trigger: Build workflows with natural language, Schedule trigger, App-event trigger, Webhook or API trigger and Email, form, or manual trigger
AI & human control: AI model steps, Autonomous agents, Knowledge bases or RAG, Browser or computer use and MCP support
Reliability & operations: Run history and logs, Testing and debugging and Secret management

The catch

The gap is workflow logic, with nothing documented for Conditional branches, Loops and batch processing, Data mapping and transforms and Reusable subflows.

Pricing

FREEPRO$13/moyrPRO+$39/moyrULTRA$99/moyr

Free–$149/mo · help.notis.ai

See Notis pricingSupport score: 56% across all 33 rows

Questions about this comparison

Which of Relevance AI or Gumloop covers the most features?

Relevance AI, with 91% across all 33 rows, ahead of Gumloop at 85%.

How much do they cost?

Relevance AI: Pro: $29/month, or $19/month billed annually. Team: $349/month, or $234/month billed annually. Enterprise: custom. Free is retired for new and existing accounts; extra actions/vendor credits are separate; Gumloop: Pro starts at $37/month with 20,000 monthly credits, unlimited seats/teams, five concurrent flow runs and a fourteen-day trial. Enterprise is custom-priced with advanced governance and retention. No ongoing Free tier is asserted. Notis is the cheapest way in at Free–$149/mo, though its free plan only does part of the job.

Which of them can I try for free?

Relevance AI and Gumloop do not have one.

What can none of them do?

None of them documents Open source or Self-hosting.

Where does Notis fit in?

Notis is number 3 on this page. Against Relevance AI: A visual multi-agent workforce with reusable code/LLM tools, shared knowledge, controlled handoffs and approval/alert governance. The former Free plan has been retired.

How we checked

We checked each product's official pages against the same 33 capability rows. The support score is the share of checked rows a product documents. Partial support counts half, and rows not checked yet stay out of the score. Notis chose the rows and is scored the same way. The score does not measure reliability, reply speed or writing quality. Last checked 21 August 2026.

Sources

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