Company profiles

The AI companies on the record

Scored 0 to 100 on the gains and problems documented about each one. A high score means a lot is documented, in both directions.

Compare companies How the score works Ranking in the Index

10
companies tracked: 95
top score, OpenAI: 2026-11-10
data as of

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Impact scoreGains and problemsEvidence

Ranking of tracked AI companies

1
OpenAI
Maker of ChatGPT, Codex and the GPT model line (GPT-6 launched in fall 2026), with a large consumer and developer surface. The Sora video app was shut down in April 2026.
95Very high impact score
296137 gains · 159 problems
75272 independent sources · 0 backed by strong evidence
High confidence Falling attention
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2
Google DeepMind
Google's consolidated AI research and product arm: Gemini (Gemini 4 launched October 2026), Gemini Notebook (formerly NotebookLM), AI Overviews in Search, and AlphaFold.
80Very high impact score
14466 gains · 78 problems
67140 independent sources · 0 backed by strong evidence
High confidence Falling attention
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3
Anthropic
Maker of Claude, Claude Code and Claude Cowork, with growing enterprise and developer-tool distribution.
69High impact score
8736 gains · 51 problems
63104 independent sources · 0 backed by strong evidence
High confidence Falling attention
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4
Microsoft AI
Microsoft Copilot, GitHub Copilot, Microsoft's in-house MAI models, and the Foundry cloud platform distribute AI across workplace, developer, health, and cloud products.
49Middling impact score
3714 gains · 23 problems
4834 independent sources · 1 backed by strong evidence
High confidence Stable attention
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5
Meta AI
Meta's assistant and models, now led by the Muse family (Muse Spark), alongside Llama open models and AI features across Facebook, Instagram, WhatsApp and Ray-Ban Meta glasses.
45Middling impact score
2610 gains · 16 problems
4725 independent sources · 0 backed by strong evidence
High confidence Stable attention
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6
xAI (SpaceXSI)
SpaceX's AI division: founded as xAI, renamed SpaceXAI in July 2026 and branded SpaceXSI in October 2026. Maker of Grok, owner of X, and owner of the Cursor coding agent since SpaceX closed its $60 billion acquisition of Anysphere in August 2026.
42Middling impact score
219 gains · 12 problems
4623 independent sources · 0 backed by strong evidence
High confidence Stable attention
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7
Perplexity
An AI-native answer engine and the Comet browser, operating in the search and publishing ecosystem.
33Low impact score
154 gains · 11 problems
3914 independent sources · 0 backed by strong evidence
High confidence Stable attention
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8
Nvidia
The compute layer behind much of frontier-model training and deployment: Blackwell and Vera Rubin systems, CUDA, and the Nemotron, Cosmos and GR00T model families.
20Low impact score
81 gains · 7 problems
3210 independent sources · 0 backed by strong evidence
High confidence Rising attention
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9
Mistral AI
A European model lab with open-weight releases, enterprise deployments, and the Mistral Vibe assistant (formerly Le Chat).
20Low impact score
64 gains · 2 problems
306 independent sources · 0 backed by strong evidence
High confidence Falling attention
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10
Cohere
An enterprise-focused model and retrieval provider (Command models, the North agent platform) with limited consumer visibility.
4Low impact score
10 gains · 1 problems
214 independent sources · 0 backed by strong evidence
Moderate confidence Rising attention
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Before you read too much into thisThese scores only count the evidence Truvace has on record, run through the formula on our methodology page. They don't capture everything a company does, and they aren't investment advice. A higher problem score means more problems have been documented. That isn’t the same as a company being less safe.

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