GPT-4.1 vs GPT-6 Astra
As of Oct 14, 2026, GPT-4.1 leads GPT-6 Astra in 0 of 7 shared categories.
GPT-4.1
It used to be. Was SOTA in Long context.
GPT-6 Astra
Yes. SOTA in Math and co-SOTA in Vision.
| Category | GPT-4.1 | GPT-6 Astra |
|---|---|---|
| General LLM | #101 · #101 in General LLM Margin 68.70748299319727 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #102 · #102 in Reasoning Margin 70.54794520547945 LMArena leaderboard dataset · Oct 13, 2026 | #23 · #23 in Reasoning Margin 16.438356164383563 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #39 · #39 in Math Margin 86.66666666666667 Epoch AI benchmarking hub · Apr 14, 2025 | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Science | #96 · #96 in Science Margin — Epoch AI benchmarking hub · Apr 14, 2025 | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Apr 14, 2025 | #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 | — | #2 · Near-SOTA · Coding › Web dev Margin 0.9345794392523317 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #95 · Was SOTA · Long context Margin 64.62585034013605 LMArena leaderboard dataset · Oct 13, 2026 | #22 · #22 in Long context Margin 14.965986394557817 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 | #103 · #103 in Factuality Margin 77.61194029850746 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in Factuality Margin 19.402985074626883 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #85 · #85 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Apr 14, 2025 | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
GPT-4.1: $3.5 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
GPT-4.1: closed weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in General LLM at #25 against #101.
Reasoning: As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Reasoning at #23 against #102.
Math: As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Math at #1 against #39.
Science: As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Science at #2 against #96.
Long context: As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Long context at #22 against #95.
Factuality: As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Factuality at #25 against #103.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Abstraction (ARC) at #1 against #85.
GPT-4.1 or GPT-6 Astra?
As of Oct 14, 2026, GPT-4.1 leads GPT-6 Astra in 0 of 7 shared categories.
GPT-4.1 or GPT-6 Astra for General LLM?
As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in General LLM at #25 against #101.
GPT-4.1 or GPT-6 Astra for Reasoning?
As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Reasoning at #23 against #102.
GPT-4.1 or GPT-6 Astra for Math?
As of Oct 14, 2026, GPT-6 Astra leads GPT-4.1 in Math at #1 against #39.