ChatGPT vs Claude

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

Claude is the stronger AI pick in AI Coding Assistants: it has a visibility score of 47.5 versus 7.1 for ChatGPT, and ranks ahead in 82% of the answers that name both.

Choose ChatGPT if…

You need SOC 2 Type 2 coverage
strong performance on complex tasks like research and deep context
general-purpose work
coding agent available across ChatGPT, desktop, web, CLI and IDE workflows

Choose Claude if…

You want the brand AI engines rank higher (47.5 vs 7.1)
AI answers describe it more positively (53% vs 0% positive)
You need a self-hosted or on-premises option
You need SOC 2 Type I or SOC 2 Type II or ISO 27001:2022 or ISO/IEC 42001:2023 or HIPAA coverage

AI visibility side by side

Latest weekly run · Nov 3

Metric	ChatGPT	Claude
Visibility score	7.1%	47.5%
Change vs last week	New	New
Rank in AI Coding Assistants	#13	#3
Share of voice	2.3%	11%
Mentions this run	12	54
Positive in AI answers	0%	53%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

ChatGPT 0pp · Claude 0pp over 0 weekly runs.

Engine by engine

Claude leads on 3 of 3 engines

ChatGPT

11.5%

62%

AI Mode

5.2%

36.7%

Perplexity

4.6%

43.7%

ChatGPTClaude

Head to head in AI answers

11 engine answers name both brands

2ChatGPT ranked higher

9Claude ranked higher

Prompt	Engine	ChatGPT	Claude
What are the best AI coding assistant tools in 2026?	ChatGPT	#5	#2
Best AI coding assistant for startups	ChatGPT	#5	#2
Compare the leading AI coding assistant platforms	ChatGPT	#9	#3
Compare the leading AI coding assistant platforms	Perplexity	#8	#3
Best AI coding assistant with AI features	ChatGPT	#3	#4
Best AI coding assistant with AI features	Perplexity	#5	#3
How much does an AI coding assistant cost per month?	AI Mode	#3	#4
Which AI coding assistant tools offer annual discounts?	ChatGPT	#5	#2
Where can I sign up for an AI coding assistant?	ChatGPT	#5	#3
Where can I sign up for an AI coding assistant?	Perplexity	#4	#2
How much does Claude cost?	ChatGPT	#2	#1

Features, pricing & fit

Dimension	ChatGPT	Claude
Deployment	—	Claude Code can be deployed through Amazon Bedrock, Google Cloud and Microsoft Foundry, and self-hosted sessions run on the customer's own infrastructure.
Compliance	SOC 2 Type 2	SOC 2 Type I, SOC 2 Type II, ISO 27001:2022, ISO/IEC 42001:2023, HIPAA
Headquarters	San Francisco	San Francisco, California
Employees	1,001–5,000	—
Funding	In progress, seeking up to $20 billion, reported at $1.25 trillion post-money	Series G