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HomeComparenote.md vs Surge AI

note.md vs Surge AI

Side-by-side comparison of features, pricing, and ratings

Live tool data as of 2026-07-06
Reviewed by our team on 2026-07-02
Saved

At a glance

Dimensionnote.mdSurge AI
Pricingfreemium · from Free $0contact
Best forPhD students managing large literature libraries from multiple PDFs, Academic researchers wanting a unified reading-writing workflow on MacFrontier AI labs needing rigorous human feedback for RLHF training, AI safety teams conducting red teaming with domain experts
Standout featuresLocal-first private vault (no cloud storage) · Markdown editor with LaTeX and tables · Reading Studio: side-by-side PDF and note editingExpert human workforce (writers, doctors, lawyers, engineers) · RLHF data collection for fine-tuning LLMs · Red teaming and adversarial testing
Viability score77/10093/100
APINoYes

note.md is the stronger pick for phd students managing large literature libraries from multiple pdfs; Surge AI fits better for frontier ai labs needing rigorous human feedback for rlhf training.

Built from live tool data, last verified 2026-07-06.

note.md
note.md

One Mac app for reading papers, citing evidence, and writing — local-first and AI-assisted.

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Surge AI
Surge AI

Expert human feedback platform for frontier AI alignment

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Pricing
Freemium
Contact Sales
Plans
$0
$8.99/month
$49.99/year (≈$4.17/mo)
$99.99 once
$4.99/month
$29.99/year
—
Popularity
0 views
7.3k views
Skill Level
Intermediate
Advanced
API Available
Platforms
Desktop
WebAPI
Categories
🔬 Research & Education⚡ Productivity
🔬 Research & Education
Features
Local-first private vault (no cloud storage)
Markdown editor with LaTeX and tables
Reading Studio: side-by-side PDF and note editing
Smart citations: BibTeX / APA from PDF metadata
Source management with tagging and filtering
Graph View of articles and sources with Neo4j export
Bidirectional links between notes and sources
Block-based markdown with slash commands for /cite, /pdf, /link, /wiki
Semantic search (local AI, Premium)
Automatic indexing of figures, charts, and tables (Premium)
Matrix extraction for literature review tables (Premium)
Evidence Scan to find support/contradictions in your library (Premium)
Offline usage: all features work without internet
Distraction-free writing mode with minimal UI
Plain-text file storage (no vendor lock-in)
Expert human workforce (writers, doctors, lawyers, engineers)
RLHF data collection for fine-tuning LLMs
Red teaming and adversarial testing
Custom data labeling for multimodal AI
Complex RL environments (EnterpriseBench, CoreCraft)
Riemann-bench for extreme math verification
GDP.pdf benchmark for real-world PDF understanding
ComplexConstraints benchmark for entangled instructions
Hemingway-bench for creative writing evaluation
Antidote leaderboard with expert grading
Cross-benchmark generalization analysis
Post-training optimization via RL environments
Human evaluation for agentic tool-use tasks
Python SDK for easy integration
REST API for custom workflows
Integrations
Python SDK
REST API

Who should pick which

  • AI safety team at a frontier lab
    Pick: Surge AI

    Needs expert red teaming and RLHF feedback; Surge provides domain experts and benchmarks like Antidote and Riemann-bench for rigorous evaluation.

  • PhD student in computational biology
    Pick: note.md

    Manages many PDF papers, needs citation management, markdown notes, and local AI search—all in one Mac app, private and offline.

  • Enterprise building a document-understanding AI
    Pick: Surge AI

    Requires expert-labeled data for complex PDF tasks; Surge's GDP.pdf benchmark and expert workforce are ideal.

  • Graduate student writing a thesis
    Pick: note.md

    Needs unified reading, note-taking, and citation workflow; note.md's Reading Studio and smart citations streamline the process.

  • Research group evaluating LLM creative writing
    Pick: Surge AI

    Requires expert human evaluation; Surge's Hemingway-bench and Antidote leaderboard provide structured creative writing assessment.

Frequently Asked Questions

Which is better, note.md or Surge AI?

The best choice between note.md and Surge AI depends on your specific use case — we compare them independently on features, current pricing, integrations, and real-world signals (with an on-demand sentiment scan available for each). See the side-by-side breakdown above to match them to your needs.

What are the main differences between note.md and Surge AI?

The key differences include pricing model, feature set, platform support, and skill level requirements. Review the full comparison on RightAIChoice for a detailed breakdown.

Is there a free version of note.md or Surge AI?

Check the pricing section in the comparison for the latest pricing details on both tools, including free tiers, trial options, and paid plans.

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Explore each tool further

note.md
View note.md reviewnote.md alternatives
Surge AI
View Surge AI reviewSurge AI alternatives

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