GPT-6 Astra vs O1
As of Oct 15, 2026, GPT-6 Astra leads O1 in 6 of 6 shared categories: General LLM, Reasoning, Math, Science, Long context, and Abstraction (ARC).
| Category | GPT-6 Astra | O1 |
|---|---|---|
| General LLM | #26 · #26 in General LLM Margin 13.829787234042556 LMArena leaderboard dataset · Oct 13, 2026 | #146 · Was SOTA · General LLM Margin 77.65957446808511 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #24 · #24 in Reasoning Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 | #153 · Was SOTA · Reasoning Margin 81.91489361702128 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | #34 · #34 in Math Margin 75.55555555555556 Epoch AI benchmarking hub · Dec 17, 2024 |
| Science | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 | #77 · #77 in Science Margin — Epoch AI benchmarking hub · Dec 17, 2024 |
| Coding | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Agentic | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #2 · Near-SOTA · Coding › Web dev Margin 0.7999999999999972 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #25 · #25 in Long context Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 | #143 · Was SOTA · Long context Margin 76.06382978723404 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #29 · #29 in Factuality Margin 17.441860465116278 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Dec 17, 2024 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 | #57 · #57 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Dec 17, 2024 |
GPT-6 Astra: $20 per 1M blended tokens.
O1: $26.25 per 1M blended tokens.
GPT-6 Astra: closed weights.
O1: closed weights.
General LLM: As of Oct 15, 2026, GPT-6 Astra leads O1 in General LLM at #26 against #146.
Reasoning: As of Oct 15, 2026, GPT-6 Astra leads O1 in Reasoning at #24 against #153.
Math: As of Oct 15, 2026, GPT-6 Astra leads O1 in Math at #1 against #34.
Science: As of Oct 15, 2026, GPT-6 Astra leads O1 in Science at #2 against #77.
Long context: As of Oct 15, 2026, GPT-6 Astra leads O1 in Long context at #25 against #143.
Abstraction (ARC): As of Oct 15, 2026, GPT-6 Astra leads O1 in Abstraction (ARC) at #1 against #57.
GPT-6 Astra or O1?
As of Oct 15, 2026, GPT-6 Astra leads O1 in 6 of 6 shared categories: General LLM, Reasoning, Math, Science, Long context, and Abstraction (ARC).
GPT-6 Astra or O1 for General LLM?
As of Oct 15, 2026, GPT-6 Astra leads O1 in General LLM at #26 against #146.
GPT-6 Astra or O1 for Reasoning?
As of Oct 15, 2026, GPT-6 Astra leads O1 in Reasoning at #24 against #153.
GPT-6 Astra or O1 for Math?
As of Oct 15, 2026, GPT-6 Astra leads O1 in Math at #1 against #34.