Compare · 2026-10-14

GPT-6 Sol vs Grok 4.5

As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in 6 of 10 shared categories: Science, Coding, Coding › Agentic, Coding › Web dev, Vision, and Abstraction (ARC).

CategoryGPT-6 SolGrok 4.5
General LLM
#43 · #43 in General LLM
Margin 29.25170068027211
LMArena leaderboard dataset · Oct 13, 2026
#36 · #36 in General LLM
Margin 24.48979591836735
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#39 · #39 in Reasoning
Margin 27.397260273972606
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
#8 · #8 in Science
Margin —
Epoch AI benchmarking hub · Sep 22, 2026
#14 · #14 in Science
Margin —
Epoch AI benchmarking hub · Jul 8, 2026
Coding
#5 · #5 in Coding
Margin 27.272727272727266
Terminal-Bench Harbor Hub · Oct 6, 2026
#19 · #19 in Coding
Margin 95.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic
#5 · #5 in Coding › Agentic
Margin 27.272727272727266
Terminal-Bench Harbor Hub · Oct 6, 2026
#19 · #19 in Coding › Agentic
Margin 95.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev
#7 · #7 in Coding › Web dev
Margin 5.607476635514018
LMArena leaderboard dataset · Oct 13, 2026
#34 · #34 in Coding › Web dev
Margin 30.8411214953271
LMArena leaderboard dataset · Oct 13, 2026
Long context
#49 · #49 in Long context
Margin 33.33333333333333
LMArena leaderboard dataset · Oct 13, 2026
#35 · #35 in Long context
Margin 23.80952380952381
LMArena leaderboard dataset · Oct 13, 2026
Vision
#9 · #9 in Vision
Margin 26.315789473684205
Epoch AI benchmarking hub · Sep 22, 2026
#29 · #29 in Vision
Margin 86.84210526315789
Epoch AI benchmarking hub · Jul 8, 2026
Factuality
#70 · #70 in Factuality
Margin 52.985074626865675
LMArena leaderboard dataset · Oct 13, 2026
#26 · #26 in Factuality
Margin 20.14925373134328
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#6 · #6 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 22, 2026
#21 · #21 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 8, 2026
Price per 1M tokens

GPT-6 Sol: $4.000000000000001 per 1M blended tokens.

Grok 4.5: $3 per 1M blended tokens.

Open weights

GPT-6 Sol: closed weights.

Grok 4.5: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Grok 4.5 leads GPT-6 Sol in General LLM at #36 against #43.

Reasoning: As of Oct 14, 2026, Grok 4.5 leads GPT-6 Sol in Reasoning at #37 against #39.

Science: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in Science at #8 against #14.

Coding: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in Coding at #5 against #19.

Coding › Agentic: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in Coding › Agentic at #5 against #19.

Coding › Web dev: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in Coding › Web dev at #7 against #34.

Long context: As of Oct 14, 2026, Grok 4.5 leads GPT-6 Sol in Long context at #35 against #49.

Vision: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in Vision at #9 against #29.

Factuality: As of Oct 14, 2026, Grok 4.5 leads GPT-6 Sol in Factuality at #26 against #70.

Abstraction (ARC): As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in Abstraction (ARC) at #6 against #21.

GPT-6 Sol · Grok 4.5

GPT-6 Sol or Grok 4.5?

As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in 6 of 10 shared categories: Science, Coding, Coding › Agentic, Coding › Web dev, Vision, and Abstraction (ARC).

GPT-6 Sol or Grok 4.5 for General LLM?

As of Oct 14, 2026, Grok 4.5 leads GPT-6 Sol in General LLM at #36 against #43.

GPT-6 Sol or Grok 4.5 for Reasoning?

As of Oct 14, 2026, Grok 4.5 leads GPT-6 Sol in Reasoning at #37 against #39.

GPT-6 Sol or Grok 4.5 for Science?

As of Oct 14, 2026, GPT-6 Sol leads Grok 4.5 in Science at #8 against #14.