GPT-5.4 Nano vs GPT-6 Sol
As of Oct 14, 2026, GPT-5.4 Nano leads GPT-6 Sol in 0 of 6 shared categories.
GPT-5.4 Nano
#43 Best recorded rank: #43 in Abstraction (ARC), as of Oct 14, 2026.
GPT-6 Sol
#5 Best current rank: #5 in Coding, as of Oct 14, 2026.
| Category | GPT-5.4 Nano | GPT-6 Sol |
|---|---|---|
| General LLM | #114 · #114 in General LLM Margin 77.55102040816327 LMArena leaderboard dataset · Oct 13, 2026 | #43 · #43 in General LLM Margin 29.25170068027211 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #109 · #109 in Reasoning Margin 75.34246575342466 LMArena leaderboard dataset · Oct 13, 2026 | #39 · #39 in Reasoning Margin 27.397260273972606 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 | #73 · #73 in Science Margin — Epoch AI benchmarking hub · Mar 17, 2026 | #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 | #120 · #120 in Long context Margin 81.63265306122449 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 | #98 · #98 in Factuality Margin 73.88059701492537 LMArena leaderboard dataset · Oct 13, 2026 | #70 · #70 in Factuality Margin 52.985074626865675 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #43 · #43 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 17, 2026 | #6 · #6 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
GPT-5.4 Nano: $0.4625 per 1M blended tokens.
GPT-6 Sol: $4.000000000000001 per 1M blended tokens.
GPT-5.4 Nano: closed weights.
GPT-6 Sol: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in General LLM at #43 against #114.
Reasoning: As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in Reasoning at #39 against #109.
Science: As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in Science at #8 against #73.
Long context: As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in Long context at #49 against #120.
Factuality: As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in Factuality at #70 against #98.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in Abstraction (ARC) at #6 against #43.
GPT-5.4 Nano or GPT-6 Sol?
As of Oct 14, 2026, GPT-5.4 Nano leads GPT-6 Sol in 0 of 6 shared categories.
GPT-5.4 Nano or GPT-6 Sol for General LLM?
As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in General LLM at #43 against #114.
GPT-5.4 Nano or GPT-6 Sol for Reasoning?
As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in Reasoning at #39 against #109.
GPT-5.4 Nano or GPT-6 Sol for Science?
As of Oct 14, 2026, GPT-6 Sol leads GPT-5.4 Nano in Science at #8 against #73.