Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this
GPT-4oopenai.com · Evidence updatingTone of voice
64% of how AI describes GPT-4o reads positive.
Words AI uses
AI reaches for expensive · advanced · excellent when it describes GPT-4o.
One caveat recurs: expensive.
Sources
arxiv.org shapes more of what AI says about GPT-4o than any other source, at 22% of its citations.
databricks.com · reddit.com · sciencedirect.com · koyeb.com
The market map
Clinical Trial Operations Platforms →Excerpts where GPT-4o appeared in the AI's answer
GPT-4o (or similar frontier models like Claude 3.5 Sonnet) is widely considered the most effective tool due to its ability to connect disparate domains
Excerpts where GPT-4o appeared in the AI's answer
GPT-4o / GPT-4.1 : Outstanding at tone control, structural constraint adherence
GPT-4o / GPT-4.1: Exceptionally strong at tone control, formatting constraints
Excerpts where GPT-4o appeared in the AI's answer
GPT-4o is generally considered the top multimodal API for visual question answering (VQA) on complex images
