Compare · 2026-10-14

GPT-5.4 vs GPT-6.1 Sol

As of Oct 14, 2026, GPT-5.4 leads GPT-6.1 Sol in 1 of 7 shared categories: Factuality.

CategoryGPT-5.4GPT-6.1 Sol
General LLM
#28 · Was SOTA · General LLM
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
#18 · #18 in General LLM
Margin 12.244897959183675
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#29 · #29 in Reasoning
Margin 20.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
#15 · #15 in Reasoning
Margin 10.958904109589042
LMArena leaderboard dataset · Oct 13, 2026
Math
#9 · #9 in Math
Margin 17.777777777777757
Epoch AI benchmarking hub · Mar 5, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#16 · #16 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#4 · #4 in Science
Margin —
Epoch AI benchmarking hub · Sep 29, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#2 · Near-SOTA · Coding
Margin 13.63636363636364
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#2 · Near-SOTA · Coding › Agentic
Margin 13.63636363636364
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev
#55 · #55 in Coding › Web dev
Margin 50.467289719626166
LMArena leaderboard dataset · Oct 13, 2026
#4 · Near-SOTA · Coding › Web dev
Margin 2.803738317757009
LMArena leaderboard dataset · Oct 13, 2026
Long context
#34 · #34 in Long context
Margin 23.12925170068027
LMArena leaderboard dataset · Oct 13, 2026
#17 · #17 in Long context
Margin 11.564625850340136
LMArena leaderboard dataset · Oct 13, 2026
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
#1 · Co-SOTA · Vision
Margin 0
Epoch AI benchmarking hub · Sep 29, 2026
Factuality
#6 · Was SOTA · Factuality
Margin 5.22388059701494
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Factuality
Margin 22.388059701492537
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#10 · #10 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#1 · #1 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 29, 2026
Price per 1M tokens

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

GPT-6.1 Sol: $4.000000000000001 per 1M blended tokens.

Open weights

GPT-5.4: closed weights.

GPT-6.1 Sol: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in General LLM at #18 against #28.

Reasoning: As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in Reasoning at #15 against #29.

Science: As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in Science at #4 against #16.

Coding › Web dev: As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in Coding › Web dev at #4 against #55.

Long context: As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in Long context at #17 against #34.

Factuality: As of Oct 14, 2026, GPT-5.4 leads GPT-6.1 Sol in Factuality at #6 against #29.

Abstraction (ARC): As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in Abstraction (ARC) at #1 against #10.

GPT-5.4 · GPT-6.1 Sol

GPT-5.4 or GPT-6.1 Sol?

As of Oct 14, 2026, GPT-5.4 leads GPT-6.1 Sol in 1 of 7 shared categories: Factuality.

GPT-5.4 or GPT-6.1 Sol for General LLM?

As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in General LLM at #18 against #28.

GPT-5.4 or GPT-6.1 Sol for Reasoning?

As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in Reasoning at #15 against #29.

GPT-5.4 or GPT-6.1 Sol for Science?

As of Oct 14, 2026, GPT-6.1 Sol leads GPT-5.4 in Science at #4 against #16.