DeepSeek R1 vs GPT-6 Astra
As of Oct 15, 2026, DeepSeek R1 leads GPT-6 Astra in 0 of 5 shared categories.
DeepSeek R1
It used to be. Was SOTA in General LLM.
GPT-6 Astra
Yes. SOTA in Math and Vision (tied).
| Category | DeepSeek R1 | GPT-6 Astra |
|---|---|---|
| General LLM | #153 · Was SOTA · General LLM Margin 81.38297872340425 LMArena leaderboard dataset · Oct 13, 2026 | #26 · #26 in General LLM Margin 13.829787234042556 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #151 · Was SOTA · Reasoning Margin 80.85106382978724 LMArena leaderboard dataset · Oct 13, 2026 | #24 · #24 in Reasoning Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Science | #90 · #90 in Science Margin — Epoch AI benchmarking hub · Jan 20, 2025 | #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 | — | #2 · Near-SOTA · Coding › Web dev Margin 0.7999999999999972 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #160 · Was SOTA · Long context Margin 85.1063829787234 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in Long context Margin 13.297872340425528 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | — | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Factuality | — | #29 · #29 in Factuality Margin 17.441860465116278 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #77 · #77 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Jan 20, 2025 | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
DeepSeek R1: $1.15 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
DeepSeek R1: open weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in General LLM at #26 against #153.
Reasoning: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in Reasoning at #24 against #151.
Science: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in Science at #2 against #90.
Long context: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in Long context at #25 against #160.
Abstraction (ARC): As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in Abstraction (ARC) at #1 against #77.
DeepSeek R1 or GPT-6 Astra?
As of Oct 15, 2026, DeepSeek R1 leads GPT-6 Astra in 0 of 5 shared categories.
DeepSeek R1 or GPT-6 Astra for General LLM?
As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in General LLM at #26 against #153.
DeepSeek R1 or GPT-6 Astra for Reasoning?
As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in Reasoning at #24 against #151.
DeepSeek R1 or GPT-6 Astra for Science?
As of Oct 15, 2026, GPT-6 Astra leads DeepSeek R1 in Science at #2 against #90.