GPT-4o (Omni) vs Inception: Mercury

Compare GPT-4o (Omni) by OpenAI against Inception: Mercury by Inception, in 9 community votes, gpt-4o (omni) and inception: mercury are closely matched, context windows of 128K vs 32K, tested across 50 shared challenges. Updated April 2026.

Which is better, GPT-4o (Omni) or Inception: Mercury?

GPT-4o (Omni) and Inception: Mercury are closely matched based on 9 community votes. GPT-4o (Omni) costs $2.5/M input tokens vs $10/M for Inception: Mercury. Context windows: 128K vs 32K tokens. Compare their real outputs side by side below.

Key Differences Between GPT-4o (Omni) and Inception: Mercury

GPT-4o (Omni) is made by openai while Inception: Mercury is from inception. GPT-4o (Omni) has a 128K token context window compared to Inception: Mercury's 32K. On pricing, GPT-4o (Omni) costs $2.5/M input tokens vs $10/M for Inception: Mercury. In community voting, In 9 community votes, GPT-4o (Omni) and Inception: Mercury are closely matched.

In 9 community votes, GPT-4o (Omni) and Inception: Mercury are closely matched. GPT-4o (Omni) leads in Image Generation, while Inception: Mercury leads in Web Design. Based on blind community voting from the Rival open dataset of 9+ human preference judgments for this pair.

Image Generation: GPT-4o (Omni) wins 67% of votes
Web Design: Inception: Mercury wins 67% of votes
Our Verdict
GPT-4o (Omni)
GPT-4o (Omni)
Inception: Mercury
Inception: Mercury

Too close to call. Pick based on your use case.

Pick GPT-4o (Omni) for Image Generation. Pick Inception: Mercury for Web Design.

Too close to call
Writing DNA

Style Comparison

Similarity
100%

GPT-4o (Omni) uses 7.9x more transitions

GPT-4o (Omni)
Inception: Mercury
54%Vocabulary55%
18wSentence Length40w
0.72Hedging0.39
7.3Bold4.9
5.6Lists3.8
0.03Emoji0.04
1.40Headings1.04
0.26Transitions0.03
Based on 24 + 17 text responses
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GPT-4o (Omni)Inception: Mercury

279 AI models invented the same fake scientist.

We read every word. 250 models. 2.14 million words. This is what we found.

AI Hallucination Index 2026
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