GPT-6 Astra vs Qwen3 8 27B
As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in 6 of 6 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).
GPT-6 Astra
Yes. SOTA in Math and co-SOTA in Vision.
Qwen3 8 27B
Yes. Yes on Reasoning (≤32B); Coding › Web dev (≤32B). Not the overall leader.
| Category | GPT-6 Astra | Qwen3 8 27B |
|---|---|---|
| General LLM | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 | #72 · #72 in General LLM Margin 48.97959183673469 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #23 · #23 in Reasoning Margin 16.438356164383563 LMArena leaderboard dataset · Oct 13, 2026 | #67 · #67 in Reasoning Margin 46.57534246575342 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 | — |
| 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 0.9345794392523317 LMArena leaderboard dataset · Oct 13, 2026 | #24 · #24 in Coding › Web dev Margin 21.495327102803742 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #22 · #22 in Long context Margin 14.965986394557817 LMArena leaderboard dataset · Oct 13, 2026 | #75 · #75 in Long context Margin 51.0204081632653 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 | #25 · #25 in Factuality Margin 19.402985074626883 LMArena leaderboard dataset · Oct 13, 2026 | #68 · #68 in Factuality Margin 51.49253731343283 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 | #20 · #20 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Aug 14, 2026 |
GPT-6 Astra: $20 per 1M blended tokens.
Qwen3 8 27B: $0.605 per 1M blended tokens.
GPT-6 Astra: closed weights.
Qwen3 8 27B: open weights.
General LLM: As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in General LLM at #25 against #72.
Reasoning: As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in Reasoning at #23 against #67.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in Coding › Web dev at #2 against #24.
Long context: As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in Long context at #22 against #75.
Factuality: As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in Factuality at #25 against #68.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in Abstraction (ARC) at #1 against #20.
GPT-6 Astra or Qwen3 8 27B?
As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in 6 of 6 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).
GPT-6 Astra or Qwen3 8 27B for General LLM?
As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in General LLM at #25 against #72.
GPT-6 Astra or Qwen3 8 27B for Reasoning?
As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in Reasoning at #23 against #67.
GPT-6 Astra or Qwen3 8 27B for Coding › Web dev?
As of Oct 14, 2026, GPT-6 Astra leads Qwen3 8 27B in Coding › Web dev at #2 against #24.