GPT-6 Astra vs Llama 4 Scout 17B 16e Instruct
As of Oct 15, 2026, GPT-6 Astra leads Llama 4 Scout 17B 16e Instruct in 2 of 2 shared categories: Science and Abstraction (ARC).
GPT-6 Astra
Yes. SOTA in Math and co-SOTA in Vision.
Llama 4 Scout 17B 16e Instruct
#90 Best recorded rank: #90 in Abstraction (ARC), as of Oct 15, 2026.
| Category | GPT-6 Astra | Llama 4 Scout 17B 16e Instruct |
|---|---|---|
| General LLM | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #23 · #23 in Reasoning Margin 16.438356164383563 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Apr 5, 2025 |
| Math | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 | — |
| Science | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 | #122 · #122 in Science Margin — Epoch AI benchmarking hub · Apr 5, 2025 |
| Coding | #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 | #22 · #22 in Long context Margin 14.965986394557817 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 | — |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 | #90 · #90 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Apr 5, 2025 |
GPT-6 Astra: $20 per 1M blended tokens.
Llama 4 Scout 17B 16e Instruct: price per 1M tokens is unset in the catalog.
GPT-6 Astra: closed weights.
Llama 4 Scout 17B 16e Instruct: open weights.
Science: As of Oct 15, 2026, GPT-6 Astra leads Llama 4 Scout 17B 16e Instruct in Science at #2 against #122.
Abstraction (ARC): As of Oct 15, 2026, GPT-6 Astra leads Llama 4 Scout 17B 16e Instruct in Abstraction (ARC) at #1 against #90.
GPT-6 Astra · Llama 4 Scout 17B 16e Instruct
GPT-6 Astra or Llama 4 Scout 17B 16e Instruct?
As of Oct 15, 2026, GPT-6 Astra leads Llama 4 Scout 17B 16e Instruct in 2 of 2 shared categories: Science and Abstraction (ARC).
GPT-6 Astra or Llama 4 Scout 17B 16e Instruct for Science?
As of Oct 15, 2026, GPT-6 Astra leads Llama 4 Scout 17B 16e Instruct in Science at #2 against #122.
GPT-6 Astra or Llama 4 Scout 17B 16e Instruct for Abstraction (ARC)?
As of Oct 15, 2026, GPT-6 Astra leads Llama 4 Scout 17B 16e Instruct in Abstraction (ARC) at #1 against #90.