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AI Industry Map / Data and models
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Data and models

The data that trains models and the labs that build them. Two labs dominate: Anthropic at an estimated $43B a year and OpenAI valued at $852B.

Areas
4
Companies
33
Money flows
36

Training data and experts

Companies that supply labelled, expert-written and synthetic data that labs use to train and grade models.

Full area: openings, flows, sceptic
Mercor
Supplier

pays vetted experts to write training data

About $2B gross annualised run rate in June 2026, reported by The Information. Gross means before contractor pay, which Sacra says is 60 to 70 percent of it

Open profile
Scale AI
Supplier

data labelling

Meta paid $14.3B for 49%

Open profile
Surge AI
Supplier

high-end human data, self-funded

About $1.2B in 2024 (Sacra estimate)

Open profile
Appen
APX Supplier

Listed data company that collects and labels AI training data, with a fast-growing China business.

Group revenue A$119.9M in the half year to June 2026 (ASX filing)

Open profile
Handshake
Supplier

student network turned expert supplier

About $1.1B annualised gross revenue in April 2026 (Sacra estimate). Net revenue about $450M after contractor pay

Open profile
Invisible Technologies
Supplier

Runs human feedback and training data operations for frontier labs and large enterprises.

$134M in 2024, company figure reported by Sacra

Open profile
Labelbox
Supplier

Sells data labelling software and a data service for building AI training sets.

About $50M in 2024 (Latka estimate)

Open profile
micro1
Supplier

Supplies vetted domain experts, such as PhDs and senior engineers, to AI labs for training data.

More than $100M annual recurring revenue by December 2025 (TechCrunch). Sacra estimates about $500M annualised in August 2026 (estimate)

Open profile
Snorkel AI
Supplier

Builds finished training datasets and simulated environments for AI labs, enterprises and the US government.

Annualised run rate above $350M, company figure in September 2026. Implicator reports $375M

Open profile
Turing
Supplier

Supplies coding and engineering experts who train, test and check AI models for labs.

About $300M annual recurring revenue at its March 2025 round (TechCrunch)

Open profile

Frontier model labs

The few companies that train the largest models and sell them through apps and APIs.

Full area: openings, flows, sceptic
OpenAI

ChatGPT and its API

About $13B revenue in 2025, against about $34B of costs (reported)

Open profile
Anthropic

Claude and Claude Code. Strongest with businesses and coders

Annualised revenue run rate above $65B at the end of July 2026, reported from an investor update (Aug 2026)

Open profile
Google
GOOGL

Builds the Gemini models through Google DeepMind and sells them through Search, Cloud and the Gemini app.

25% of AI chip supply (Epoch AI)

Open profile
Microsoft
MSFT

Owns about 27 percent of OpenAI and sells Azure cloud and Copilot tools that run on its models.

20M+ users (2025)

Open profile
Meta
META

Runs Meta Superintelligence Labs and builds its Muse models, with the Llama line now scaled back.

Sales more than tripled (H1 2025)

Open profile
Amazon
AMZN Supplier

Invests in Anthropic and sells it cloud compute through AWS.

5% of AI chip supply (Epoch AI)

Open profile
Mistral AI

European lab

About $14B valuation (Sep 2025)

Open profile
Thinking Machines Lab

ex-OpenAI founders

Annualised run rate above $100M, self-reported and unaudited

Open profile
Reflection AI

Lab that aims to build frontier open-weight models in the US, backed by Nvidia.

$8B after a $2B round led by Nvidia in October 2025. Talks at $25B reported in 2026

Open profile
DeepSeek

Chinese research lab that releases its strongest models as open weights.

About 475M yuan (about $70.7M) in the first seven months of 2026 (The Information, reported)

Open profile
MiniMax

Chinese lab that makes chat, voice and video models, with most app revenue from overseas subscriptions.

About $30.5M in 2024 (filings, reported). About $53.4M in the nine months to September 2025 (reported)

Open profile
Moonshot AI

Chinese lab behind the Kimi chatbot and the Kimi open models.

Annual recurring revenue above $200M in April 2026 (reported)

Open profile
xAI

Builds the Grok models and the X platform, and is now part of SpaceX.

About $500M annualised run rate in 2026 (reported)

Open profile
Zhipu AI

Chinese lab that makes the GLM models, mostly sold to enterprises, and is now listed in Hong Kong.

About $44.4M in 2024 (filings, reported)

Open profile
Safe Superintelligence (SSI)

Research lab founded by Ilya Sutskever that aims to build safe superhuman AI and has no public product yet.

No revenue reported. No model, API or product released as of July 2026

Open profile

Open models

Models anyone can download and run for free, and the businesses built around hosting and adapting them.

Full area: openings, flows, sceptic
Meta
META

Released the Llama open models, and now releases only some of its newer models as open weights.

Sales more than tripled (H1 2025)

Open profile
Mistral AI

releases open models and sells hosted access

About $14B valuation (Sep 2025)

Open profile
Together AI
Supplier

hosts and fine-tunes open models

About $1B annualised (Sacra estimate, Feb 2026)

Open profile
Reflection AI

Lab that aims to release frontier open-weight models built in the US, backed by Nvidia.

$8B after a $2B round led by Nvidia in October 2025. Talks at $25B reported in 2026

Open profile
DeepSeek

Chinese research lab that releases its strongest models as open weights, including V4 in April 2026.

About 475M yuan (about $70.7M) in the first seven months of 2026 (The Information, reported)

Open profile
Hugging Face
Supplier

the hub where open models live

Annualised revenue above $150M, from one unofficial report. The company does not disclose revenue

Open profile
MiniMax

Chinese lab that releases open models for chat, voice and video, now listed in Hong Kong.

About $30.5M in 2024 (filings, reported). About $53.4M in the nine months to September 2025 (reported)

Open profile
Moonshot AI

Chinese lab behind the Kimi open models and the Kimi chatbot.

Annual recurring revenue above $200M in April 2026 (reported)

Open profile
Zhipu AI

Chinese lab that releases GLM open models and sells enterprise services, now listed in Hong Kong.

About $44.4M in 2024 (filings, reported)

Open profile
Alibaba
BABA

Chinese tech group whose Qwen open models are among the most downloaded, and which runs Alibaba Cloud.

AI Cloud and Compute Services revenue $7.1B in the June 2026 quarter, up 45% (company)

Open profile
Nous Research

Makes the open-source Hermes models and the Hermes Agent.

About $36M annualised by mid-September 2026 (WSJ, reported). Expects to pass $100M by end 2026

Open profile
Ai2 (Allen Institute for AI)

Non-profit research lab that releases fully open models, with their training data and code.

Open profile

Training and fine-tuning

Platforms and services that adapt models to a company's own data and tasks.

Full area: openings, flows, sceptic

The map updates three times a week.

241 companies across 25 areas, 62 money flows and 89 openings so far. New research lands every Tuesday, Thursday and Saturday.

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