MyPKA vs Surge AI

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

Analysis reviewed Live tool data as of 2026-10-11
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At a glance

DimensionMyPKASurge AI
PricingFree (open source, CC BY-NC-SA 4.0)Contact sales (custom pricing)
Primary FunctionLocal-first AI-powered PKM (Personal Knowledge Management)Expert human feedback & RLHF platform for AI alignment
Target UsersSolo knowledge workers, AI power users, solopreneursFrontier AI labs, AI safety teams, enterprise AI builders
Key Feature6 pre-defined AI specialists with persistent contextDomain expert workforce (writers, doctors, lawyers, engineers)
Open SourceYes (CC BY-NC-SA 4.0)No
Latest NewsNo recent newsIntroduced multiple benchmarks (Antidote, Riemann-bench, GDP.pdf) and used by Microsoft for MAI-Thinking-1

Choose MyPKA if you want a free, open-source, local-first knowledge management system with persistent AI context and zero vendor lock-in. Choose Surge AI if you need expert human feedback for RLHF, red teaming, or complex benchmarks—especially if you're a frontier AI lab or enterprise building advanced models. They serve completely different needs; MyPKA is for personal productivity, Surge AI is for AI training and evaluation.

Try MyPKATry Surge AI
MyPKA
MyPKA

A local-first markdown folder plus a six-role AI team, run on the ICOR methodology and readable by any LLM you choose.

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Surge AI
Surge AI

Surge AI supplies expert human RLHF data, red teaming, and public agent benchmarks like GDP.xlsx and the Tuesday Work Index to frontier

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Pricing
Freemium
Contact Sales
Plans
$0/mo
$79/mo
$590 once
—
Popularity
6 views
7.4k views
Skill Level
Intermediate
Advanced
API Available
Platforms
DesktopCLIPlugin
Web
Categories
📝 Notes & Knowledge Management🕸️ Agent Frameworks & Orchestration
🏷️ Data Labeling & Training Data
Features
Local-first folder of plain markdown files you own outright
Six named AI specialists: Orchestrator, Talent Acquisition, Research, Capture, Connection, Database Architect
Per-role contracts and journals that hold context between sessions
Model-agnostic — runs against Claude, Gemini or Codex
MCP server so an AI client can read the knowledge base directly
Hiring procedure SOP-001 to define and add a new specialist role
SQLite migration support via SOP-002
Research protocol that reports findings with confidence levels
PKM routing map that categorises each input as it lands
Weekly review automation for the Refine step of the loop
Deliverable generation in structured output
No app, login or cloud account required to run it
Built on the four-move ICOR loop: Input, Control, Output, Refine
Expert human workforce of doctors, lawyers, engineers, and writers for frontier AI training data
RLHF preference data collection and human feedback for model fine-tuning and post-training
Red teaming and adversarial testing staffed with credentialed domain specialists
Off-the-shelf post-training runs built on expert evaluation data
SWE consultant network for software engineering and technical tasks
GDP.xlsx benchmark for professional spreadsheet comprehension across 70 tasks and 12 domains
sudo L7 benchmark for staff-level engineering judgment in coding agents
GDP.pdf benchmark for real-world professional document comprehension
Chartography benchmark for chart reasoning: Kaplan-Meier curves, candlesticks, contour maps, Bode plots
ComplexConstraints benchmark for instruction following with mutually dependent constraints
HANDBOOK.md benchmark for long-context policy adherence against expert handbooks
DAYJOB vertical benchmark suites for economically valuable Healthcare and Finance agents
Tuesday Work Index composite benchmark scoring frontier models on real professional work
RL environments including CoreCraft and EnterpriseBench with Python SDK and REST API access

What real users say: MyPKA vs Surge AI

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

MyPKA

6 mentions across 1 sources · 20% positive — critical (averaged across 1 source)

GitHub

What users praise

  • • Local-first design gives full data ownership—no cloud or login needed.
  • • Plain markdown files are fully portable across any LLM or editor.
  • • Open source under CC BY-NC-SA 4.0 encourages transparency and forking.
  • • Six AI specialists with defined roles structure complex knowledge tasks.

What frustrates them

  • • Multiple critical bugs (white-screen, MCP crash) break core functionality.
  • • Upgrade mechanism points to a broken URL—can't update easily.
  • • Light mode UI has rendering issues that hinder readability.
  • • Planning page layout is disoriented on small screens.

Researched Jul 3, 2026

Surge AI

48 mentions across 3 sources · 38% positive — critical (weighted across 3 sources)

Hacker News, YouTube, Lemmy

What users praise

  • • Credentialed workforce of doctors, lawyers and engineers instead of generic crowd annotators
  • • GDP.pdf cited by OpenAI in the GPT-5.6 release with a concrete 30.7% flagship score
  • • Kimi K2.7 post-training run published measurable SWE-Marathon, DeepSWE and Terminal-Bench gains
  • • Benchmark catalog spans chart reasoning, dependent constraints, long-context policy and verticals

What frustrates them

  • • Contact-only pricing means no public rate card, no tiers, and no way to self-serve
  • • Benchmark sponsorship and independence questions raised directly in HN threads
  • • Expert-credential verification process is never explained in any community source
  • • No community data on support responsiveness, uptime, or SLAs at enterprise scale

Researched Oct 7, 2026

Who should pick which

  • Solo knowledge worker
    Pick: MyPKA

    Free, local-first, and maintains persistent context across sessions without vendor lock-in.

  • AI researcher evaluating model alignment
    Pick: Surge AI

    Access to domain experts and novel benchmarks (e.g., Antidote) for rigorous human feedback.

  • AI power user wanting model-agnostic memory
    Pick: MyPKA

    Works with multiple LLMs and provides persistent AI team with role-based contracts.

  • Enterprise building custom RLHF pipeline
    Pick: Surge AI

    Specialized workforce for complex labeling and red teaming, as seen in Microsoft's usage.

  • Budget-constrained startup needing AI collaboration
    Pick: MyPKA

    Zero cost, open source, and fully portable—ideal for trying structured AI assistance.

Frequently Asked Questions

MyPKA vs Surge AI: which should you choose?

Choose MyPKA if you want a free, open-source, local-first knowledge management system with persistent AI context and zero vendor lock-in. Choose Surge AI if you need expert human feedback for RLHF, red teaming, or complex benchmarks—especially if you're a frontier AI lab or enterprise building advanced models. They serve completely different needs; MyPKA is for personal productivity, Surge AI is for AI training and evaluation.

Are MyPKA and Surge AI competitors?

No. MyPKA is a personal knowledge management tool with AI specialists; Surge AI is a human feedback platform for training AI models. They serve different markets.

Can I use MyPKA for RLHF data collection?

No. MyPKA is for local knowledge management and does not provide human labeling or expert feedback.

Does Surge AI offer an open-source version?

No. Surge AI is a proprietary platform with custom pricing, not open source.

What format does MyPKA store data in?

Plain markdown files. Everything is stored as markdown in folders, ensuring portability and human readability.

Which tool offers real-time collaboration?

Neither. MyPKA is local-first and single-user; Surge AI is a human-in-the-loop platform but not real-time document collaboration.

Can I use Surge AI for simple sentiment analysis?

Not recommended. Surge AI focuses on complex, reasoning-intensive tasks. For simple tasks, cheaper alternatives exist.

What benchmarks does Surge AI provide in its latest news?

Antidote (expert-graded leaderboard), Riemann-bench (extreme math), GDP.pdf (PDF understanding), ComplexConstraints (instruction following), EnterpriseBench (agent tasks), and Hemingway-bench (creative writing).

Is MyPKA suitable for teams?

Not natively. It is designed for a single user and lacks real-time sync or team features.

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Explore each tool further

MyPKA
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Surge AI
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Last reviewed: July 3, 2026