Compare · 2026-10-14

GPT-5.2 vs GPT-5.4

As of Oct 14, 2026, GPT-5.2 leads GPT-5.4 in 0 of 8 shared categories.

CategoryGPT-5.2GPT-5.4
General LLM
#74 · #74 in General LLM
Margin 50.34013605442177
LMArena leaderboard dataset · Oct 13, 2026
#28 · Was SOTA · General LLM
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#70 · #70 in Reasoning
Margin 48.63013698630137
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Reasoning
Margin 20.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
Math
#14 · #14 in Math
Margin 28.888888888888886
Epoch AI benchmarking hub · Dec 11, 2025
#9 · #9 in Math
Margin 17.777777777777757
Epoch AI benchmarking hub · Mar 5, 2026
Science
#26 · #26 in Science
Margin —
Epoch AI benchmarking hub · Dec 11, 2025
#16 · #16 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Dec 11, 2025
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding › Web dev
#67 · #67 in Coding › Web dev
Margin 61.6822429906542
LMArena leaderboard dataset · Oct 13, 2026
#55 · #55 in Coding › Web dev
Margin 50.467289719626166
LMArena leaderboard dataset · Oct 13, 2026
Long context
#80 · #80 in Long context
Margin 54.42176870748299
LMArena leaderboard dataset · Oct 13, 2026
#34 · #34 in Long context
Margin 23.12925170068027
LMArena leaderboard dataset · Oct 13, 2026
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#65 · #65 in Factuality
Margin 49.25373134328358
LMArena leaderboard dataset · Oct 13, 2026
#6 · Was SOTA · Factuality
Margin 5.22388059701494
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#24 · #24 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Dec 11, 2025
#10 · #10 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Price per 1M tokens

GPT-5.2: $4.8125 per 1M blended tokens.

GPT-5.4: $5.625 per 1M blended tokens.

Open weights

GPT-5.2: closed weights.

GPT-5.4: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in General LLM at #28 against #74.

Reasoning: As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Reasoning at #29 against #70.

Math: As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Math at #9 against #14.

Science: As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Science at #16 against #26.

Coding › Web dev: As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Coding › Web dev at #55 against #67.

Long context: As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Long context at #34 against #80.

Factuality: As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Factuality at #6 against #65.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Abstraction (ARC) at #10 against #24.

GPT-5.2 · GPT-5.4

GPT-5.2 or GPT-5.4?

As of Oct 14, 2026, GPT-5.2 leads GPT-5.4 in 0 of 8 shared categories.

GPT-5.2 or GPT-5.4 for General LLM?

As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in General LLM at #28 against #74.

GPT-5.2 or GPT-5.4 for Reasoning?

As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Reasoning at #29 against #70.

GPT-5.2 or GPT-5.4 for Math?

As of Oct 14, 2026, GPT-5.4 leads GPT-5.2 in Math at #9 against #14.