Compare · 2026-10-14

GPT-5.5 vs GPT-5.6 Luna

As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in 6 of 8 shared categories: General LLM, Reasoning, Long context, Vision, Factuality, and Abstraction (ARC).

CategoryGPT-5.5GPT-5.6 Luna
General LLM
#21 · Was SOTA · General LLM
Margin 14.285714285714292
LMArena leaderboard dataset · Oct 13, 2026
#53 · #53 in General LLM
Margin 36.054421768707485
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#25 · #25 in Reasoning
Margin 17.808219178082197
LMArena leaderboard dataset · Oct 13, 2026
#55 · #55 in Reasoning
Margin 38.35616438356164
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#30 · #30 in Science
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
#25 · #25 in Science
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#16 · #16 in Coding
Margin 77.27272727272728
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#16 · #16 in Coding › Agentic
Margin 77.27272727272728
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev
#44 · #44 in Coding › Web dev
Margin 40.18691588785047
LMArena leaderboard dataset · Oct 13, 2026
#43 · #43 in Coding › Web dev
Margin 39.25233644859813
LMArena leaderboard dataset · Oct 13, 2026
Long context
#23 · Was SOTA · Long context
Margin 15.646258503401356
LMArena leaderboard dataset · Oct 13, 2026
#65 · #65 in Long context
Margin 44.21768707482993
LMArena leaderboard dataset · Oct 13, 2026
Vision
#10 · Was SOTA · Vision
Margin 28.94736842105263
Epoch AI benchmarking hub · Apr 23, 2026
#19 · #19 in Vision
Margin 52.63157894736842
Epoch AI benchmarking hub · Jul 9, 2026
Factuality
#5 · Was SOTA · Factuality
Margin 4.477611940298502
LMArena leaderboard dataset · Oct 13, 2026
#35 · #35 in Factuality
Margin 26.86567164179104
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#7 · #7 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
#19 · #19 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
Price per 1M tokens

GPT-5.5: $11.25 per 1M blended tokens.

GPT-5.6 Luna: $0.44999999999999996 per 1M blended tokens.

Open weights

GPT-5.5: closed weights.

GPT-5.6 Luna: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in General LLM at #21 against #53.

Reasoning: As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in Reasoning at #25 against #55.

Science: As of Oct 14, 2026, GPT-5.6 Luna leads GPT-5.5 in Science at #25 against #30.

Coding › Web dev: As of Oct 14, 2026, GPT-5.6 Luna leads GPT-5.5 in Coding › Web dev at #43 against #44.

Long context: As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in Long context at #23 against #65.

Vision: As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in Vision at #10 against #19.

Factuality: As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in Factuality at #5 against #35.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in Abstraction (ARC) at #7 against #19.

GPT-5.5 · GPT-5.6 Luna

GPT-5.5 or GPT-5.6 Luna?

As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in 6 of 8 shared categories: General LLM, Reasoning, Long context, Vision, Factuality, and Abstraction (ARC).

GPT-5.5 or GPT-5.6 Luna for General LLM?

As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in General LLM at #21 against #53.

GPT-5.5 or GPT-5.6 Luna for Reasoning?

As of Oct 14, 2026, GPT-5.5 leads GPT-5.6 Luna in Reasoning at #25 against #55.

GPT-5.5 or GPT-5.6 Luna for Science?

As of Oct 14, 2026, GPT-5.6 Luna leads GPT-5.5 in Science at #25 against #30.