Fundamental vs OpenAI

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

OpenAI leads in AI visibility (96 vs 45)
Fundamental logo

Fundamental

ChallengerArtificial Intelligence

Large Tabular Model / Enterprise Analytics AI

Raised $255M Series A at $1.2B valuation (Feb 2026). Instant unicorn. Nexus Large Tabular Model (LTM) for enterprise structured data. Seven-figure Fortune 100 deals. AWS strategic partner.

AI VisibilityBeta
Overall Score
C45
Category Rank
#1 of 1
AI Consensus
77%
Trend
up
Per Platform
ChatGPT
43
Perplexity
43
Gemini
36

About

Fundamental is an enterprise analytics AI company that emerged from stealth in February 2026 with a $255 million Series A at a $1.2 billion valuation — one of the rare instant unicorns backed by Oak HC/FT, Valor Equity Partners, Battery Ventures, and Salesforce Ventures. The company's Nexus Large Tabular Model (LTM) is purpose-built for enterprise structured data — rows, columns, and tables — rather than text, addressing the foundational limitation of LLMs applied to business analytics where precision on numerical and categorical data matters more than fluency.

Full profile
OpenAI logo

OpenAI

LeaderAI & Machine Learning

LLM Platform

GPT-5 and o3 model family at $25B+ ARR; $840B post-money valuation (Feb 2026 round); ChatGPT 1B+ users; largest private fundraise in history ($110B). Competing with Anthropic Claude 4, Google Gemini 3, Meta Llama 4.

AI VisibilityBeta
Overall Score
A96
Category Rank
#2 of 8
AI Consensus
72%
Trend
up
Per Platform
ChatGPT
99
Perplexity
99
Gemini
96

About

OpenAI is a San Francisco-based artificial intelligence company developing and deploying large-scale AI systems — including GPT-4o, o1 reasoning models, DALL-E 3 image generation, Sora video generation, and the Whisper speech recognition model — through the ChatGPT consumer product and OpenAI API for developers and enterprise customers. Founded in 2015 as a nonprofit by Sam Altman, Elon Musk, Greg Brockman, and others and restructured into a capped-profit company, OpenAI raised $157 billion in total funding including a $6.6 billion round in October 2024 at a $157 billion valuation and a $40 billion round from SoftBank in 2025, generating $3.7 billion in annualized revenue in 2024 with 400 million weekly ChatGPT users.

Full profile

AI Visibility Head-to-Head

45
Overall Score
96
#1
Category Rank
#2
77
AI Consensus
72
up
Trend
up
43
ChatGPT
99
43
Perplexity
99
36
Gemini
96
46
Claude
88
43
Grok
94

Key Details

Category
Large Tabular Model / Enterprise Analytics AI
LLM Platform
Tier
Challenger
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Fundamental
Large Tabular Model / Enterprise Analytics AI
Only OpenAI
LLM Platform
OpenAI is classified as company.

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