Compare · 2026-10-14

GPT-5.5 vs Grok 4.6

As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in 6 of 8 shared categories: General LLM, Reasoning, Long context, Vision, Factuality, and Abstraction (ARC).

CategoryGPT-5.5Grok 4.6
General LLM
#21 · Was SOTA · General LLM
Margin 14.285714285714292
LMArena leaderboard dataset · Oct 13, 2026
#48 · #48 in General LLM
Margin 32.65306122448979
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#25 · #25 in Reasoning
Margin 17.808219178082197
LMArena leaderboard dataset · Oct 13, 2026
#44 · #44 in Reasoning
Margin 30.821917808219183
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
#10 · #10 in Science
Margin —
Epoch AI benchmarking hub · Aug 12, 2026
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#14 · #14 in Coding
Margin 68.18181818181819
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#14 · #14 in Coding › Agentic
Margin 68.18181818181819
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
#20 · #20 in Coding › Web dev
Margin 17.757009345794387
LMArena leaderboard dataset · Oct 13, 2026
Long context
#23 · Was SOTA · Long context
Margin 15.646258503401356
LMArena leaderboard dataset · Oct 13, 2026
#41 · #41 in Long context
Margin 27.89115646258503
LMArena leaderboard dataset · Oct 13, 2026
Vision
#10 · Was SOTA · Vision
Margin 28.94736842105263
Epoch AI benchmarking hub · Apr 23, 2026
#24 · #24 in Vision
Margin 65.78947368421052
Epoch AI benchmarking hub · Aug 12, 2026
Factuality
#5 · Was SOTA · Factuality
Margin 4.477611940298502
LMArena leaderboard dataset · Oct 13, 2026
#51 · #51 in Factuality
Margin 38.80597014925373
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#7 · #7 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
#20 · #20 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Aug 12, 2026
Price per 1M tokens

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

Grok 4.6: $3 per 1M blended tokens.

Open weights

GPT-5.5: closed weights.

Grok 4.6: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in General LLM at #21 against #48.

Reasoning: As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in Reasoning at #25 against #44.

Science: As of Oct 14, 2026, Grok 4.6 leads GPT-5.5 in Science at #10 against #30.

Coding › Web dev: As of Oct 14, 2026, Grok 4.6 leads GPT-5.5 in Coding › Web dev at #20 against #44.

Long context: As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in Long context at #23 against #41.

Vision: As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in Vision at #10 against #24.

Factuality: As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in Factuality at #5 against #51.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in Abstraction (ARC) at #7 against #20.

GPT-5.5 · Grok 4.6

GPT-5.5 or Grok 4.6?

As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in 6 of 8 shared categories: General LLM, Reasoning, Long context, Vision, Factuality, and Abstraction (ARC).

GPT-5.5 or Grok 4.6 for General LLM?

As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in General LLM at #21 against #48.

GPT-5.5 or Grok 4.6 for Reasoning?

As of Oct 14, 2026, GPT-5.5 leads Grok 4.6 in Reasoning at #25 against #44.

GPT-5.5 or Grok 4.6 for Science?

As of Oct 14, 2026, Grok 4.6 leads GPT-5.5 in Science at #10 against #30.