Compare · 2026-10-14

GPT-5.5 vs Grok 4.5

As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in 6 of 8 shared categories: General LLM, Reasoning, Long context, Vision, Factuality, and Abstraction (ARC).

CategoryGPT-5.5Grok 4.5
General LLM
#21 · Was SOTA · General LLM
Margin 14.285714285714292
LMArena leaderboard dataset · Oct 13, 2026
#36 · #36 in General LLM
Margin 24.48979591836735
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#25 · #25 in Reasoning
Margin 17.808219178082197
LMArena leaderboard dataset · Oct 13, 2026
#37 · #37 in Reasoning
Margin 26.027397260273972
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
#14 · #14 in Science
Margin —
Epoch AI benchmarking hub · Jul 8, 2026
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#19 · #19 in Coding
Margin 95.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#19 · #19 in Coding › Agentic
Margin 95.45454545454545
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
#34 · #34 in Coding › Web dev
Margin 30.8411214953271
LMArena leaderboard dataset · Oct 13, 2026
Long context
#23 · Was SOTA · Long context
Margin 15.646258503401356
LMArena leaderboard dataset · Oct 13, 2026
#35 · #35 in Long context
Margin 23.80952380952381
LMArena leaderboard dataset · Oct 13, 2026
Vision
#10 · Was SOTA · Vision
Margin 28.94736842105263
Epoch AI benchmarking hub · Apr 23, 2026
#29 · #29 in Vision
Margin 86.84210526315789
Epoch AI benchmarking hub · Jul 8, 2026
Factuality
#5 · Was SOTA · Factuality
Margin 4.477611940298502
LMArena leaderboard dataset · Oct 13, 2026
#26 · #26 in Factuality
Margin 20.14925373134328
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#7 · #7 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
#21 · #21 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 8, 2026
Price per 1M tokens

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

Grok 4.5: $3 per 1M blended tokens.

Open weights

GPT-5.5: closed weights.

Grok 4.5: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in General LLM at #21 against #36.

Reasoning: As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in Reasoning at #25 against #37.

Science: As of Oct 14, 2026, Grok 4.5 leads GPT-5.5 in Science at #14 against #30.

Coding › Web dev: As of Oct 14, 2026, Grok 4.5 leads GPT-5.5 in Coding › Web dev at #34 against #44.

Long context: As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in Long context at #23 against #35.

Vision: As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in Vision at #10 against #29.

Factuality: As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in Factuality at #5 against #26.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in Abstraction (ARC) at #7 against #21.

GPT-5.5 · Grok 4.5

GPT-5.5 or Grok 4.5?

As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in 6 of 8 shared categories: General LLM, Reasoning, Long context, Vision, Factuality, and Abstraction (ARC).

GPT-5.5 or Grok 4.5 for General LLM?

As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in General LLM at #21 against #36.

GPT-5.5 or Grok 4.5 for Reasoning?

As of Oct 14, 2026, GPT-5.5 leads Grok 4.5 in Reasoning at #25 against #37.

GPT-5.5 or Grok 4.5 for Science?

As of Oct 14, 2026, Grok 4.5 leads GPT-5.5 in Science at #14 against #30.