Compare · 2026-10-14

GPT-5.6 Sol vs O3

As of Oct 14, 2026, GPT-5.6 Sol leads O3 in 6 of 6 shared categories: General LLM, Reasoning, Science, Long context, Factuality, and Abstraction (ARC).

CategoryGPT-5.6 SolO3
General LLM
#17 · #17 in General LLM
Margin 11.564625850340136
LMArena leaderboard dataset · Oct 13, 2026
#78 · Was SOTA · General LLM
Margin 53.06122448979592
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#12 · #12 in Reasoning
Margin 8.904109589041099
LMArena leaderboard dataset · Oct 13, 2026
#90 · Was SOTA · Reasoning
Margin 62.32876712328767
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#20 · Was SOTA · Math
Margin 42.22222222222222
Epoch AI benchmarking hub · Apr 16, 2025
Science
#13 · #13 in Science
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
#67 · #67 in Science
Margin —
Epoch AI benchmarking hub · Apr 16, 2025
Coding
#9 · #9 in Coding
Margin 45.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 16, 2025
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
#13 · #13 in Long context
Margin 8.84353741496598
LMArena leaderboard dataset · Oct 13, 2026
#110 · Was SOTA · Long context
Margin 74.82993197278913
LMArena leaderboard dataset · Oct 13, 2026
Vision
#3 · Near-SOTA · Vision
Margin 10.526315789473685
Epoch AI benchmarking hub · Jul 9, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#14 · #14 in Factuality
Margin 11.194029850746276
LMArena leaderboard dataset · Oct 13, 2026
#105 · #105 in Factuality
Margin 79.1044776119403
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#3 · #3 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
#37 · #37 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 16, 2025
Price per 1M tokens

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

O3: $3.5 per 1M blended tokens.

Open weights

GPT-5.6 Sol: closed weights.

O3: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.6 Sol leads O3 in General LLM at #17 against #78.

Reasoning: As of Oct 14, 2026, GPT-5.6 Sol leads O3 in Reasoning at #12 against #90.

Science: As of Oct 14, 2026, GPT-5.6 Sol leads O3 in Science at #13 against #67.

Long context: As of Oct 14, 2026, GPT-5.6 Sol leads O3 in Long context at #13 against #110.

Factuality: As of Oct 14, 2026, GPT-5.6 Sol leads O3 in Factuality at #14 against #105.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.6 Sol leads O3 in Abstraction (ARC) at #3 against #37.

GPT-5.6 Sol · O3

GPT-5.6 Sol or O3?

As of Oct 14, 2026, GPT-5.6 Sol leads O3 in 6 of 6 shared categories: General LLM, Reasoning, Science, Long context, Factuality, and Abstraction (ARC).

GPT-5.6 Sol or O3 for General LLM?

As of Oct 14, 2026, GPT-5.6 Sol leads O3 in General LLM at #17 against #78.

GPT-5.6 Sol or O3 for Reasoning?

As of Oct 14, 2026, GPT-5.6 Sol leads O3 in Reasoning at #12 against #90.

GPT-5.6 Sol or O3 for Science?

As of Oct 14, 2026, GPT-5.6 Sol leads O3 in Science at #13 against #67.