Where does AI Fairness 360 rank among its competitors?

AI Fairness 360 ranks 247th amongst 255 active competitors, of which 23 are funded. It stands 11th in terms of total funding among its competitors. The most recent competitor to raise funding was Oumi, which secured $10M in Jan, 2025.

Who are the top competitors of AI Fairness 360?

AI Fairness 360's top competitors include Hugging Face, Replicate and Flower. Among them, Oumi secured the most recent funding round in January, 2025.

AI Fairness 360 - 2026 Company Profile & Competitors

AI Fairness 360 is an unfunded company. It operates as a Provider of open source toolkits for machine learning bias mitigation. AI Fairness 360 has not raised any funding yet. The company has 255 active competitors, including 23 funded and 9 that have exited. Its top competitors include companies like Hugging Face, Replicate and Flower.

Company Details

Provider of open source toolkits for machine learning bias mitigation. The software enables users to examine, report, and reduce discrimination within algorithmic models throughout the development lifecycle. It incorporates various metrics to quantify fairness and provides algorithms for preprocessing, in-processing, and post-processing tasks. The toolkit is compatible with programming environments for data analysis and supports applications across sectors such as finance, healthcare, and education.

Key Metrics

Stage

Unfunded

Ranked

247^th among 255 active competitors

Similar Companies

Flower & 41 more

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AI Fairness 360 has not raised any funding rounds yet.

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Top competitors of AI Fairness 360 include Hugging Face, Replicate and Flower. Here is the list of Top 10 competitors of AI Fairness 360, ranked by Tracxn score:

Rank	Company Details	Short Description	Total Funding	Investors	Tracxn Score
1st	Hugging Face 2016, Paris (France), Acquired	Platform offering collaborative tools for sharing and deploying machine learning models	$400M	Lux Capital, Salesforce & 35 others	79/100
2nd	Replicate 2018, Berkeley (United States), Acquired	Provider of a cloud-based open-source platform for machine learning models	$57.8M	Andreessen Horowitz, Y Combinator & 9 others	69/100
3rd	Flower 2023, Hamburg (Germany), Series A	ML framework for federated learning	$24.1M	Felicis Ventures, Y Combinator & 7 others	61/100
4th	Outerbounds 2021, San Francisco (United States), Acquired	AI-based open-source machine learning platform	$24M	Amplify Partners, Foundation Capital & 3 others	60/100
5th	Oumi 2024, Seattle (United States), Seed	Open-source AI platform for model development and deployment	$10M	Obvious Ventures, Venrock & 2 others	57/100
6th	Featureform 2020, United States, Acquired	Provider of AI-based open-source platform offering data orchestration	$8.1M	Zetta Venture Partners, GreatPoint Ventures ... & 3 others	55/100
7th	Giotto Technologies 2017, Switzerland, Acquired	Developer of reasoning technology designed to advance artificial general intelligence	$5.02M	Faster Capital, Park House Partners	54/100
8th	Qwen 2023, Hangzhou (China), Unfunded	Platform providing a comprehensive range of multimodal perception solutions	-	-	53/100
9th	All Hands AI 2024, Pittsburgh (United States), Seed	Open-source software development agent	$5M	Menlo Ventures, Pillar VC & 6 others	51/100
10th	Iterative AI 2018, San Francisco (United States), Series A	Provider of ML platform	$25M	468 Capital, Locus Ventures & 4 others	49/100
247th	AI Fairness 360 Unfunded	Provider of open source toolkits for machine learning bias mitigation	-	-	16/100