{
  "dataset": "AI data companies ranked by revenue",
  "description": "Every ranked list of AI data companies (AI data labs, RL environment companies, data labeling companies, evaluation companies, training data providers, and by area of work): each company's place, the figure it is ranked on (twelve-month revenue, else its newest valuation, else money raised), the period and basis of that figure and the ids of the records it is computed from, and, where two figures about a year apart allow it, the revenue a year before and the growth between them.",
  "reviewed": "2026-11-09",
  "license": {
    "name": "CC BY 4.0",
    "url": "https://creativecommons.org/licenses/by/4.0/",
    "covers": "our compilation of the tables",
    "excludes": "quotes keep their sources' terms, and article text is not covered"
  },
  "rows": [
    {
      "list": "ai-data-labs",
      "list_title": "Best AI data labs and human data companies",
      "rank": 1,
      "company": "Mercor",
      "company_id": "mercor",
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      "revenue_12m_usd": 2000000000,
      "revenue_period": "run rate, Jun 2026",
      "revenue_basis": "run-rate",
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      "revenue_year_before_usd": 500000000,
      "revenue_year_before_period": "run rate, Sep 2025",
      "revenue_year_before_records": "mercor-run-rate-sep-2025-run-rate",
      "revenue_growth_ratio": 4,
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      "valuation_usd": 10000000000,
      "valuation_date": "2025-10-27",
      "valuation_record": "2025-10-mercor-series-c",
      "raised_usd": 480000000,
      "buys_data_from_companies": "programme",
      "hq": "San Francisco, California, US",
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      "sells": "rl-environments datasets human-data evals",
      "areas": "coding enterprise finance legal medical"
    },
    {
      "list": "ai-data-labs",
      "list_title": "Best AI data labs and human data companies",
      "rank": 2,
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      "revenue_records": "surge-fy2024-revenue",
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      "areas": "coding enterprise finance legal medical science vision speech multilingual"
    },
    {
      "list": "ai-data-labs",
      "list_title": "Best AI data labs and human data companies",
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      "hq": "San Francisco, California, US",
      "founded": 2014,
      "sells": "rl-environments evals human-data annotation",
      "areas": "coding enterprise finance legal science vision"
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      "list": "ai-data-labs",
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      "list": "ai-data-labs",
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      "list": "ai-data-labs",
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      "rank": 6,
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      "revenue_year_before_records": "snorkel-run-rate-sep-2025-run-rate",
      "revenue_growth_ratio": 18.75,
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      "raised_usd": 570000000,
      "buys_data_from_companies": null,
      "hq": null,
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      "sells": "labeling-software datasets rl-environments human-data evals annotation",
      "areas": "coding computer-use enterprise legal science"
    },
    {
      "list": "ai-data-labs",
      "list_title": "Best AI data labs and human data companies",
      "rank": 7,
      "company": "Innodata",
      "company_id": "innodata",
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      "revenue_period": "12 months to Sep 2026",
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      "buys_data_from_companies": null,
      "hq": "Ridgefield Park, NJ",
      "founded": 1988,
      "sells": "labeling-software rl-environments datasets human-data evals annotation",
      "areas": "coding enterprise medical robotics vision speech multilingual"
    },
    {
      "list": "ai-data-labs",
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      "rank": 8,
      "company": "Turing",
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      "sells": "rl-environments datasets human-data evals",
      "areas": "coding computer-use enterprise finance legal medical science vision"
    },
    {
      "list": "ai-data-labs",
      "list_title": "Best AI data labs and human data companies",
      "rank": 9,
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      "company_id": "taskus",
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      "revenue_12m_usd": 250000000,
      "revenue_period": "12 months to Sep 2026",
      "revenue_basis": "trailing",
      "revenue_segment": "AI Services",
      "revenue_records": "taskus-q3-2026-ai-services-ttm-and-growth",
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      "revenue_year_before_records": null,
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      "buys_data_from_companies": null,
      "hq": "New Braunfels, Texas, US",
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      "sells": "annotation human-data datasets",
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    },
    {
      "list": "ai-data-labs",
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      "rank": 10,
      "company": "Appen",
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      "revenue_year_before_records": "appen-h1-2025-revenue appen-fy2024-revenue appen-h1-2024-revenue",
      "revenue_growth_ratio": 1.11,
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      "hq": "Kirkland, Washington, US and Sydney, New South Wales, Australia (dual headquarters)",
      "founded": 1996,
      "sells": "labeling-software datasets human-data rl-environments evals annotation",
      "areas": "coding enterprise finance legal medical science robotics speech vision multilingual"
    },
    {
      "list": "ai-data-labs",
      "list_title": "Best AI data labs and human data companies",
      "rank": 11,
      "company": "Invisible Technologies",
      "company_id": "invisible",
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      "valuation_usd": 2000000000,
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      "list": "ai-data-labs",
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      "revenue_period": "run rate, Apr 2026",
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      "list": "ai-data-labs",
      "list_title": "Best AI data labs and human data companies",
      "rank": 13,
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      "valuation_usd": 500000000,
      "valuation_date": "2026-09-11",
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      "buys_data_from_companies": null,
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    {
      "list": "ai-data-labs",
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      "company": "Wirestock",
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      "list": "ai-data-labs",
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      "company": "Toloka",
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      "list": "ai-data-labs",
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      "list": "ai-data-labs",
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      "list": "ai-data-labs",
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    {
      "list": "ai-data-labs",
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