finance

Numerai

A weekly data science tournament where you model obfuscated stock data and can stake NMR crypto on your predictions.

How the 6.6 was reached

  1. Quality of output6/10

    Example repo has 1,187 stars, active push 2026-09-28, MIT; no evidence of prediction performance. github.com

  2. Ease of use7/10

    Python and R example scripts, onboarding tutorials and a CLI; staking crypto adds friction. github.com

  3. Pricing value8/10

    Data and example code are free (MIT); staking NMR is optional. github.com

  4. API and integration quality6/10

    Numerai CLI and Python example submission scripts; full API docs not detailed. github.com

  5. Solves the problem it claims to solve6/10

    Tournament with free obfuscated data works as described; 1,187 stars, no performance evidence. docs.numer.ai

6.6/10 is the mean of the 5 criteria that apply. Scored on the five-criteria rubric v1, 29 September 2026. How scoring works

Pricing

Open source
Free
  • Free obfuscated dataset
  • MIT-licensed example scripts in Python and R
  • Optional NMR staking

Key Features

  • Obfuscated hedge-fund-grade dataset with targets
  • Example scripts in Python and R
  • Numerai CLI
  • NMR staking with earn or burn based on scores
  • Codex agent install via shell script

Pros & Cons

Pros

  • Free data and example code
  • No finance domain knowledge needed, since data is obfuscated
  • Onboarding tutorials for beginners
  • Staking is optional

Cons

  • No evidence of prediction performance was found
  • Staking crypto adds risk and friction
  • Full API docs are not detailed
  • Not a portfolio or budgeting tool
Verdict

Numerai suits data scientists who want a real-money modeling contest with free data. Anyone looking for personal finance help or proven returns should look elsewhere, since none is documented here. Treat it as a hobby or research venue.

Try Numerai →

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