kitio.aiInfraNodus vs Looppanel
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. InfraNodus starts at See pricing page and Looppanel starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Text network visualisation
- AI insight generation
- Gap detection
- GraphRAG and MCP server
- Obsidian and VS Code plugins
- API access
- Interview transcription
- AI tagging and auto-analysis
- Searchable research repository
- Panel management
- Zoom and Google Meet integration
- MCP server
| Feature | InfraNodus | Looppanel |
|---|---|---|
| Best for | Knowledge-graph text analysis that surfaces gaps and ideas | AI analysis and repository for UX research interviews |
| Category | Research & search | Research & search |
| Pricing model | Freemium | Free trial |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | No, 15-day trial |
| Made by | Nodus Labs | Looppanel |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
InfraNodus starts at See pricing page and Looppanel starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Solo
$49/mo billed yearly
- 1 editor
- View-only access for collaborators
- Tag by question or theme
- Shareable insight summary
Pro
Contact sales
- 5 editors included
- Unlimited viewers
- Auto-analysis, 3 runs per project
- Custom access control
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
InfraNodus
- Visual graphs make topic gaps easy to see
- Works with Obsidian, VS Code and Cursor
- MCP server for AI assistants
- Handles surveys, reviews and research text
- Graph-based approach takes time to learn
- Plan pricing not shown on the homepage
- Broad feature list can overwhelm newcomers
Looppanel
- Transcribes in over 96 languages
- Searches across all past research
- Works with Claude and ChatGPT via MCP
- 15-day free trial
- Solo plan includes only one editor
- Extra editors cost $75 a month each
- Auto-analysis runs are limited per project
Which one should you choose?
Choose InfraNodus if you want:
- Visual graphs make topic gaps easy to see
- Works with Obsidian, VS Code and Cursor
- MCP server for AI assistants
Watch out: graph-based approach takes time to learn.
Choose Looppanel if you want:
- Transcribes in over 96 languages
- Searches across all past research
- Works with Claude and ChatGPT via MCP
Watch out: solo plan includes only one editor.
InfraNodus vs Looppanel FAQ
What is the difference between InfraNodus and Looppanel?
InfraNodus: Knowledge-graph text analysis that surfaces gaps and ideas. Looppanel: AI analysis and repository for UX research interviews. Both are research & search tools.
Is InfraNodus or Looppanel cheaper?
InfraNodus starts at See pricing page and Looppanel starts at See pricing page. Check both pricing pages for current plans.
Do InfraNodus and Looppanel have free plans?
InfraNodus: Yes. Looppanel: No, 15-day trial.
Who makes InfraNodus?
InfraNodus is made by Nodus Labs.
Who makes Looppanel?
Looppanel is made by Looppanel.
Which should I choose, InfraNodus or Looppanel?
Choose InfraNodus if you value visual graphs make topic gaps easy to see and works with obsidian, vs code and cursor. Choose Looppanel if you value transcribes in over 96 languages and searches across all past research.