GPT-5.4 vs GPT-6 Astra
As of Oct 15, 2026, GPT-5.4 leads GPT-6 Astra in 1 of 8 shared categories: Factuality.
| Category | GPT-5.4 | GPT-6 Astra |
|---|---|---|
| General LLM | #30 · Was SOTA · General LLM Margin 15.957446808510639 LMArena leaderboard dataset · Oct 13, 2026 | #26 · #26 in General LLM Margin 13.829787234042556 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #32 · #32 in Reasoning Margin 17.55319148936171 LMArena leaderboard dataset · Oct 13, 2026 | #24 · #24 in Reasoning Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #9 · #9 in Math Margin 17.777777777777757 Epoch AI benchmarking hub · Mar 5, 2026 | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Science | #16 · #16 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | #60 · #60 in Coding › Web dev Margin 47.2 LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding › Web dev Margin 0.7999999999999972 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #40 · #40 in Long context Margin 21.276595744680847 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in Long context Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Factuality | #6 · Was SOTA · Factuality Margin 4.0697674418604635 LMArena leaderboard dataset · Oct 13, 2026 | #29 · #29 in Factuality Margin 17.441860465116278 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #10 · #10 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
GPT-5.4: $5.625 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
GPT-5.4: closed weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in General LLM at #26 against #30.
Reasoning: As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Reasoning at #24 against #32.
Math: As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Math at #1 against #9.
Science: As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Science at #2 against #16.
Coding › Web dev: As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Coding › Web dev at #2 against #60.
Long context: As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Long context at #25 against #40.
Factuality: As of Oct 15, 2026, GPT-5.4 leads GPT-6 Astra in Factuality at #6 against #29.
Abstraction (ARC): As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Abstraction (ARC) at #1 against #10.
GPT-5.4 or GPT-6 Astra?
As of Oct 15, 2026, GPT-5.4 leads GPT-6 Astra in 1 of 8 shared categories: Factuality.
GPT-5.4 or GPT-6 Astra for General LLM?
As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in General LLM at #26 against #30.
GPT-5.4 or GPT-6 Astra for Reasoning?
As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Reasoning at #24 against #32.
GPT-5.4 or GPT-6 Astra for Math?
As of Oct 15, 2026, GPT-6 Astra leads GPT-5.4 in Math at #1 against #9.