kitio.aiInfraNodus vs ContextWire
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. InfraNodus starts at See pricing page and ContextWire 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
- Multi-engine web search
- Full page reading
- LLM answer extraction
- Academic paper search
- MCP server
- API playground
| Feature | InfraNodus | ContextWire |
|---|---|---|
| Best for | Knowledge-graph text analysis that surfaces gaps and ideas | Search and answer API that gives AI apps sourced facts from 100+ engines |
| Category | Research & search | Research & search |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | Yes |
| Made by | Nodus Labs | ContextWire |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
InfraNodus starts at See pricing page and ContextWire starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
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
ContextWire
- 1,000 free queries a month
- Sources returned with every answer
- Ready-made MCP integration
- Paid plan details not shown in the evidence
- Relies on free-tier models for extraction
- Small provider with little track record
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 ContextWire if you want:
- 1,000 free queries a month
- Sources returned with every answer
- Ready-made MCP integration
Watch out: paid plan details not shown in the evidence.
InfraNodus vs ContextWire FAQ
What is the difference between InfraNodus and ContextWire?
InfraNodus: Knowledge-graph text analysis that surfaces gaps and ideas. ContextWire: Search and answer API that gives AI apps sourced facts from 100+ engines. Both are research & search tools.
Is InfraNodus or ContextWire cheaper?
InfraNodus starts at See pricing page and ContextWire starts at See pricing page. Check both pricing pages for current plans.
Do InfraNodus and ContextWire have free plans?
InfraNodus: Yes. ContextWire: Yes.
Who makes InfraNodus?
InfraNodus is made by Nodus Labs.
Who makes ContextWire?
ContextWire is made by ContextWire.
Which should I choose, InfraNodus or ContextWire?
Choose InfraNodus if you value visual graphs make topic gaps easy to see and works with obsidian, vs code and cursor. Choose ContextWire if you value 1,000 free queries a month and sources returned with every answer.