Gemini vs Gumloop

Side-by-side comparison — features, pricing, pros and cons

Freemium

4.3

Google's multimodal AI assistant built on the Gemini 3.1 architecture, notable for deep Google Workspace integration and 77.1% on the ARC-AGI-2 benchmark. Available across free, AI Pro ($20/mo), and Ultra ($250/mo) tiers with progressively larger context and model access. Strongest competitor to ChatGPT for users already in the Google ecosystem.

Category:AI Assistants

Features

Gemini 3.1 Pro model with multimodal input (text, image, audio, video)
77.1% score on ARC-AGI-2 abstract reasoning benchmark
Deep integration with Gmail, Docs, Sheets, Drive, and Meet
NotebookLM integration for research with source citations
Google Search grounding for real-time factual responses
+3 more

Pros

Google Search grounding provides current information without hallucination risk of pure model outputs
Native Google Workspace integration means no copy-pasting between tools for Docs/Sheets users
ARC-AGI-2 score of 77.1% leads all commercial models on abstract reasoning tasks
NotebookLM included in AI Pro tier provides citation-backed research at no extra cost

Cons

AI Ultra at $250/mo is 12.5x the price of Pro with modest real-world gains for most use cases
Gemini 3.1 Ultra access is gated to Ultra tier; Pro users get 3.1 Pro which lags on creative tasks
Google Workspace integration requires organizational admin approval, blocking individual use in enterprise
Voice mode is less natural than ChatGPT's real-time voice in head-to-head comparisons
Data privacy terms differ from ChatGPT; free tier data may be used for model training by default

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Gumloop

Freemium

4.3

Gumloop is a visual automation platform for building AI-powered workflows without code. Drag and drop nodes to create automations that connect AI models, APIs, and data sources - perfect for complex processes that need AI reasoning.

Category:Workflow Automation

Features

Visual workflow builder
AI model integration
Custom logic nodes
API connections
Data transformation
+3 more

Pros

Visual AI workflows
Good for complex logic
Multiple AI models
Clean interface
Flexible automation

Cons

Learning curve
Newer platform
Pricing unclear
Limited integrations

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Tool	GeminiView details →	GumloopView details →
Pricing	Freemium	Freemium
Rating	4.3	4.3
Category	AI Assistants	Workflow Automation
Description	Google's multimodal AI assistant built on the Gemini 3.1 architecture, notable for deep Google Workspace integration and 77.1% on the ARC-AGI-2 benchmark. Available across free, AI Pro ($20/mo), and Ultra ($250/mo) tiers with progressively larger context and model access. Strongest competitor to ChatGPT for users already in the Google ecosystem.	Gumloop is a visual automation platform for building AI-powered workflows without code. Drag and drop nodes to create automations that connect AI models, APIs, and data sources - perfect for complex processes that need AI reasoning.
Features
Gemini 3.1 Pro model with multimodal input (text, image, audio, video)
77.1% score on ARC-AGI-2 abstract reasoning benchmark
Deep integration with Gmail, Docs, Sheets, Drive, and Meet
NotebookLM integration for research with source citations
Google Search grounding for real-time factual responses
Code execution sandbox for Python data analysis
AI Ultra tier with access to Gemini 3.1 Ultra model
Gemini API with 2M token context for developers
Visual workflow builder
AI model integration
Custom logic nodes
API connections
Data transformation
Scheduling
Team collaboration
Templates library
Pros
	Google Search grounding provides current information without hallucination risk of pure model outputs Native Google Workspace integration means no copy-pasting between tools for Docs/Sheets users ARC-AGI-2 score of 77.1% leads all commercial models on abstract reasoning tasks NotebookLM included in AI Pro tier provides citation-backed research at no extra cost	Visual AI workflows Good for complex logic Multiple AI models Clean interface Flexible automation
Cons
	AI Ultra at $250/mo is 12.5x the price of Pro with modest real-world gains for most use cases Gemini 3.1 Ultra access is gated to Ultra tier; Pro users get 3.1 Pro which lags on creative tasks Google Workspace integration requires organizational admin approval, blocking individual use in enterprise Voice mode is less natural than ChatGPT's real-time voice in head-to-head comparisons Data privacy terms differ from ChatGPT; free tier data may be used for model training by default	Learning curve Newer platform Pricing unclear Limited integrations
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