DeepSeek V4 Pro vs GPT-6 Astra
As of Oct 15, 2026, DeepSeek V4 Pro leads GPT-6 Astra in 0 of 6 shared categories.
DeepSeek V4 Pro
#28 Best recorded rank: #28 in Science, as of Oct 15, 2026.
GPT-6 Astra
Yes. SOTA in Math and Vision (tied).
| Category | DeepSeek V4 Pro | GPT-6 Astra |
|---|---|---|
| General LLM | #55 · #55 in General LLM Margin 29.255319148936167 LMArena leaderboard dataset · Oct 13, 2026 | #26 · #26 in General LLM Margin 13.829787234042556 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #57 · #57 in Reasoning Margin 30.851063829787236 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 | #28 · #28 in Science Margin — Epoch AI benchmarking hub · Apr 24, 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 | #62 · #62 in Coding › Web dev Margin 48.8 LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding › Web dev Margin 0.7999999999999972 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #51 · #51 in Long context Margin 27.127659574468083 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 | #49 · #49 in Factuality Margin 29.069767441860463 LMArena leaderboard dataset · Oct 13, 2026 | #29 · #29 in Factuality Margin 17.441860465116278 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
DeepSeek V4 Pro: $1.194075 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
DeepSeek V4 Pro: open weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in General LLM at #26 against #55.
Reasoning: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in Reasoning at #24 against #57.
Science: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in Science at #2 against #28.
Coding › Web dev: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in Coding › Web dev at #2 against #62.
Long context: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in Long context at #25 against #51.
Factuality: As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in Factuality at #29 against #49.
DeepSeek V4 Pro or GPT-6 Astra?
As of Oct 15, 2026, DeepSeek V4 Pro leads GPT-6 Astra in 0 of 6 shared categories.
DeepSeek V4 Pro or GPT-6 Astra for General LLM?
As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in General LLM at #26 against #55.
DeepSeek V4 Pro or GPT-6 Astra for Reasoning?
As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in Reasoning at #24 against #57.
DeepSeek V4 Pro or GPT-6 Astra for Science?
As of Oct 15, 2026, GPT-6 Astra leads DeepSeek V4 Pro in Science at #2 against #28.