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Head-to-head

GPT-5.4 Pro vs GPT-6.1 Sol

As of October 26, 2026, GPT-6.1 Sol leads GPT-5.4 Pro on the Analyzer Index, 93.0 to 81.8.

Normalized scores are min-maxed per benchmark across all models we track (0–100). Open the interactive compare view to add benchmarks to the radar chart or pull in more models.

GPT-5.4 Pro
OpenAI
GPT-6.1 Sol
OpenAI
At a glanceGPT-5.4 ProGPT-6.1 Sol
Analyzer Index81.8 (5/13)93.0 (6/13)
Blended price$33.75/M$2.00/M
Cheapest hostmaker's APImaker's API
Context1.1M1.1M
Output speed——
Time to first token——
BenchmarkGPT-5.4 ProGPT-6.1 Sol
Chatbot Arena Elo

Arena

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Rolling Contamination-Controlled Average

Rolling Avg

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Rolling Data Analysis

Data Analysis

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FrontierMath Tiers 1-3

FrontierMath

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SimpleQA Verified

SimpleQA

OTIS Mock AIME 2024-2025

OTIS AIME

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Humanity's Last Exam

HLE

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ARC-AGI 2

ARC-AGI 2

Frontier Composite

Frontier

Output Stability

Stability

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Format Adherence

Format

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Recovery Rate

Recovery

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Safety Handling

Safety

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Methodology matches the main AI Model Analyzer About page.