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AI Stats is an open and community-driven project - designed to make as much information about AI models, benchmarks, and providers freely accessible to everyone. Your contributions help keep the platform accurate, transparent, and up to date.
Whether you’re fixing a typo, adding new benchmark data, or improving documentation, every contribution makes a difference.

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Why contribute?

AI evolves at an ever increasing speed - new models, updates, and pricing changes happen daily.
By contributing, you help:
  • Keep data on models, organisations, and benchmarks current and reliable
  • Improve the accuracy of AI comparisons across providers
  • Share research insights, community findings, or missing metadata
  • Strengthen the open ecosystem for AI transparency
  • Ensure the database remains freely accessible and community-owned
Your name will also appear in the Contributors page, recognising your contributions.

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What you can contribute

Model Data

Update or add model information such as capabilities, benchmarks, or pricing.

Organisation Data

Add or correct details about companies or research groups behind models.

Benchmark Scores

Submit new or corrected benchmark results for models.

Non-Code Edits

Help improve documentation, descriptions, or Markdown pages without touching code.

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Contribution workflow overview

  1. Fork the AI Stats GitHub repository.
  2. Create a branch for your changes (e.g. fix-model-data or add-new-benchmark).
  3. Edit the JSON or Markdown files according to the structure outlined in Repo Structure.
  4. Test your changes locally if relevant (for example, viewing your edits in the Next.js frontend).
  5. Commit and push your changes.
  6. Open a Pull Request (PR) - describe what you’ve changed and why.
Once reviewed and approved, your contribution will be merged and visible in the live AI Stats database.

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Contribution types

TypeExampleDifficulty
Data FixCorrecting model names, providers, or benchmark values.🟢 Easy
New EntryAdding a new model, benchmark, or organisation.🟡 Moderate
Structural ChangeAdjusting database or schema layout.🟠 Advanced
Feature AdditionAdding UI components or Next.js logic.🔴 Advanced
Documentation EditImproving Markdown files or guides.🟢 Easy
No matter what change you want to make, we welcome contributions of all sizes and complexities!

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Guidelines and standards

All contributions must follow these standards to ensure data quality and consistency:
  • Accurate Sources: Only include verified or officially published data.
  • Consistent Formatting: Use correct casing, indentation, and schema keys.
  • Versioned Changes: Keep changelogs or commit messages descriptive.
  • Citations: Include links to data sources in PR descriptions.
  • Respectful Communication: Follow our Code of Conduct.

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Example contribution flow

# 1. Fork and clone the repo
git clone https://github.com/yourusername/AI-Stats.git

# 2. Create a new branch
git checkout -b add-openai-new-model

# 3. Make your edits
# e.g. edit src/data/models/new-openai-model.json

# 4. Stage, commit, and push
git add .
git commit -m "Added new OpenAI model with updated benchmark data"
git push origin add-openai-new-model

# 5. Open a Pull Request on GitHub
# Describe your changes and link any sources

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Need help?

If you’re unsure how to contribute or want feedback before submitting, you can:
  • Ask in the AI Stats Discord.
  • Open a GitHub Discussion for questions or suggestions.
  • Tag maintainers in your PR for review guidance.

How to Contribute

Learn the step-by-step process for making your first contribution.
 We greatly appreciate all contributions, big and small, as they help build and maintain this valuable resource for the AI community.

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Next steps

Move on to learn about the specific contribution process for your focus area:

How to Contribute

Understand the detailed workflow for editing files and creating PRs.

Repo Structure

Learn how the AI Stats repository is organised.