GPT-5.4 Pro vs GPT-6 Sol
As of Oct 14, 2026, GPT-5.4 Pro leads GPT-6 Sol in 1 of 2 shared categories: Science.
GPT-5.4 Pro
It used to be. Was SOTA in Math.
GPT-6 Sol
#5 Best current rank: #5 in Coding, as of Oct 14, 2026.
| Category | GPT-5.4 Pro | GPT-6 Sol |
|---|---|---|
| General LLM | — | #43 · #43 in General LLM Margin 29.25170068027211 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #39 · #39 in Reasoning Margin 27.397260273972606 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #6 · Was SOTA · Math Margin 11.111111111111114 Epoch AI benchmarking hub · Mar 5, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #6 · #6 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #8 · #8 in Science Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
| Coding | — | #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 | — | #49 · #49 in Long context Margin 33.33333333333333 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | — | #9 · #9 in Vision Margin 26.315789473684205 Epoch AI benchmarking hub · Sep 22, 2026 |
| Factuality | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #70 · #70 in Factuality Margin 52.985074626865675 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #8 · #8 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #6 · #6 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
GPT-5.4 Pro: $67.5 per 1M blended tokens.
GPT-6 Sol: $4.000000000000001 per 1M blended tokens.
GPT-5.4 Pro: closed weights.
GPT-6 Sol: closed weights.
Science: As of Oct 14, 2026, GPT-5.4 Pro leads GPT-6 Sol in Science at #6 against #8.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Pro in Abstraction (ARC) at #6 against #8.
GPT-5.4 Pro or GPT-6 Sol?
As of Oct 14, 2026, GPT-5.4 Pro leads GPT-6 Sol in 1 of 2 shared categories: Science.
GPT-5.4 Pro or GPT-6 Sol for Science?
As of Oct 14, 2026, GPT-5.4 Pro leads GPT-6 Sol in Science at #6 against #8.
GPT-5.4 Pro or GPT-6 Sol for Abstraction (ARC)?
As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Pro in Abstraction (ARC) at #6 against #8.