Compare · 2026-10-14

GPT-4.1 vs GPT-5.6 Sol

As of Oct 14, 2026, GPT-4.1 leads GPT-5.6 Sol in 0 of 6 shared categories.

CategoryGPT-4.1GPT-5.6 Sol
General LLM
#101 · #101 in General LLM
Margin 68.70748299319727
LMArena leaderboard dataset · Oct 13, 2026
#17 · #17 in General LLM
Margin 11.564625850340136
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#102 · #102 in Reasoning
Margin 70.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
#12 · #12 in Reasoning
Margin 8.904109589041099
LMArena leaderboard dataset · Oct 13, 2026
Math
#39 · #39 in Math
Margin 86.66666666666667
Epoch AI benchmarking hub · Apr 14, 2025
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#96 · #96 in Science
Margin —
Epoch AI benchmarking hub · Apr 14, 2025
#13 · #13 in Science
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 14, 2025
#9 · #9 in Coding
Margin 45.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#9 · #9 in Coding › Agentic
Margin 45.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev—
#21 · Was SOTA · Coding › Web dev
Margin 18.691588785046733
LMArena leaderboard dataset · Oct 13, 2026
Long context
#95 · Was SOTA · Long context
Margin 64.62585034013605
LMArena leaderboard dataset · Oct 13, 2026
#13 · #13 in Long context
Margin 8.84353741496598
LMArena leaderboard dataset · Oct 13, 2026
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
#3 · Near-SOTA · Vision
Margin 10.526315789473685
Epoch AI benchmarking hub · Jul 9, 2026
Factuality
#103 · #103 in Factuality
Margin 77.61194029850746
LMArena leaderboard dataset · Oct 13, 2026
#14 · #14 in Factuality
Margin 11.194029850746276
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#85 · #85 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 14, 2025
#3 · #3 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
Price per 1M tokens

GPT-4.1: $3.5 per 1M blended tokens.

GPT-5.6 Sol: $8.000000000000002 per 1M blended tokens.

Open weights

GPT-4.1: closed weights.

GPT-5.6 Sol: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in General LLM at #17 against #101.

Reasoning: As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in Reasoning at #12 against #102.

Science: As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in Science at #13 against #96.

Long context: As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in Long context at #13 against #95.

Factuality: As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in Factuality at #14 against #103.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in Abstraction (ARC) at #3 against #85.

GPT-4.1 · GPT-5.6 Sol

GPT-4.1 or GPT-5.6 Sol?

As of Oct 14, 2026, GPT-4.1 leads GPT-5.6 Sol in 0 of 6 shared categories.

GPT-4.1 or GPT-5.6 Sol for General LLM?

As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in General LLM at #17 against #101.

GPT-4.1 or GPT-5.6 Sol for Reasoning?

As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in Reasoning at #12 against #102.

GPT-4.1 or GPT-5.6 Sol for Science?

As of Oct 14, 2026, GPT-5.6 Sol leads GPT-4.1 in Science at #13 against #96.