Goodfire vs Mistral AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Mistral AI leads in AI visibility (91 vs 40)
Goodfire logo

Goodfire

EmergingArtificial Intelligence

AI Interpretability & Model Design

Raised $150M Series B at $1.25B valuation (Feb 2026) led by B Capital with Salesforce Ventures, Lightspeed, Eric Schmidt. First interpretability company to reach unicorn status.

AI VisibilityBeta
Overall Score
C40
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
40
Perplexity
31
Gemini
43

About

Goodfire is building a model design environment — tools that allow AI developers to reach inside neural networks, identify the circuits that cause specific behaviors, and surgically retrain them to change model outputs. The company raised $150 million in Series B financing at a $1.25 billion valuation in February 2026, led by B Capital with Salesforce Ventures, Lightspeed Venture Partners, and Eric Schmidt as co-investors. Goodfire became the first AI interpretability company to achieve unicorn status — a milestone that validates the category's commercial potential.

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Mistral AI logo

Mistral AI

LeaderAI & Machine Learning

LLM Platform

Leading European AI company; Mistral Large 2 competitive with GPT-4o. $1.1B raised at $6.2B valuation; open-source Mixtral-8x22B widely adopted. La Plateforme API and enterprise deployments across European banks, telcos, and governments.

AI VisibilityBeta
Overall Score
A91
Category Rank
#1 of 8
AI Consensus
83%
Trend
up
Per Platform
ChatGPT
95
Perplexity
99
Gemini
92

About

Mistral AI is a French artificial intelligence company building and commercializing high-performance open and proprietary large language models, positioning itself as Europe's leading AI foundation model company. Founded in April 2023 by former Meta and DeepMind researchers including Arthur Mensch, Guillaume Lample, and Timothée Lacroix, Mistral raised €105 million in a record-breaking seed round just four months after founding, followed by a €450 million Series B in June 2024 that valued the company at €5.8 billion.

Full profile

AI Visibility Head-to-Head

40
Overall Score
91
#1
Category Rank
#1
67
AI Consensus
83
up
Trend
up
40
ChatGPT
95
31
Perplexity
99
43
Gemini
92
39
Claude
93
31
Grok
96

Key Details

Category
AI Interpretability & Model Design
LLM Platform
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Goodfire
AI Interpretability & Model Design
Only Mistral AI
LLM Platform

Integrations

Only Mistral AI
Mistral AI is classified as company.

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