Compare · 2026-10-14

GPT-4.5 Preview vs GPT-6 Sol

As of Oct 14, 2026, GPT-4.5 Preview leads GPT-6 Sol in 0 of 5 shared categories.

CategoryGPT-4.5 PreviewGPT-6 Sol
General LLM
#62 · Was SOTA · General LLM
Margin 42.17687074829932
LMArena leaderboard dataset · Oct 13, 2026
#43 · #43 in General LLM
Margin 29.25170068027211
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#93 · Was SOTA · Reasoning
Margin 64.38356164383562
LMArena leaderboard dataset · Oct 13, 2026
#39 · #39 in Reasoning
Margin 27.397260273972606
LMArena leaderboard dataset · Oct 13, 2026
Math
#38 · #38 in Math
Margin 84.44444444444444
Epoch AI benchmarking hub · Feb 27, 2025
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#92 · #92 in Science
Margin —
Epoch AI benchmarking hub · Feb 27, 2025
#8 · #8 in Science
Margin —
Epoch AI benchmarking hub · Sep 22, 2026
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#5 · #5 in Coding
Margin 27.272727272727266
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#5 · #5 in Coding › Agentic
Margin 27.272727272727266
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
Long context
#76 · Was SOTA · Long context
Margin 51.70068027210884
LMArena leaderboard dataset · Oct 13, 2026
#49 · #49 in Long context
Margin 33.33333333333333
LMArena leaderboard dataset · Oct 13, 2026
Vision
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
#9 · #9 in Vision
Margin 26.315789473684205
Epoch AI benchmarking hub · Sep 22, 2026
Factuality—
#70 · #70 in Factuality
Margin 52.985074626865675
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#83 · #83 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Feb 27, 2025
#6 · #6 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 22, 2026
Price per 1M tokens

GPT-4.5 Preview: price per 1M tokens is unset in the catalog.

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

Open weights

GPT-4.5 Preview: closed weights.

GPT-6 Sol: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in General LLM at #43 against #62.

Reasoning: As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in Reasoning at #39 against #93.

Science: As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in Science at #8 against #92.

Long context: As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in Long context at #49 against #76.

Abstraction (ARC): As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in Abstraction (ARC) at #6 against #83.

GPT-4.5 Preview · GPT-6 Sol

GPT-4.5 Preview or GPT-6 Sol?

As of Oct 14, 2026, GPT-4.5 Preview leads GPT-6 Sol in 0 of 5 shared categories.

GPT-4.5 Preview or GPT-6 Sol for General LLM?

As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in General LLM at #43 against #62.

GPT-4.5 Preview or GPT-6 Sol for Reasoning?

As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in Reasoning at #39 against #93.

GPT-4.5 Preview or GPT-6 Sol for Science?

As of Oct 14, 2026, GPT-6 Sol leads GPT-4.5 Preview in Science at #8 against #92.