Gemini 3.8 Flash vs Llama 4 Scout 17B 16e Instruct
As of Oct 15, 2026, Gemini 3.8 Flash leads Llama 4 Scout 17B 16e Instruct in 2 of 2 shared categories: Science and Abstraction (ARC).
Gemini 3.8 Flash
Yes. Yes on General LLM (best per dollar); Reasoning (best per dollar). Not the overall leader.
Llama 4 Scout 17B 16e Instruct
#90 Best recorded rank: #90 in Abstraction (ARC), as of Oct 15, 2026.
| Category | Gemini 3.8 Flash | Llama 4 Scout 17B 16e Instruct |
|---|---|---|
| General LLM | #7 · Near-SOTA · General LLM Margin 3.723404255319153 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #6 · Near-SOTA · Reasoning Margin 3.723404255319153 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Apr 5, 2025 |
| Math | #5 · #5 in Math Margin 8.888888888888886 Epoch AI benchmarking hub · Sep 2, 2026 | — |
| Science | #4 · #4 in Science Margin — Epoch AI benchmarking hub · Sep 2, 2026 | #122 · #122 in Science Margin — Epoch AI benchmarking hub · Apr 5, 2025 |
| Coding | #15 · #15 in Coding Margin 72.72727272727272 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Agentic | #15 · #15 in Coding › Agentic Margin 72.72727272727272 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #29 · #29 in Coding › Web dev Margin 22.400000000000006 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #5 · Near-SOTA · Long context Margin 2.659574468085111 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Vision | #15 · #15 in Vision Margin 42.10526315789474 Epoch AI benchmarking hub · Sep 2, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #19 · #19 in Factuality Margin 11.6279069767442 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 2, 2026 | #90 · #90 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Apr 5, 2025 |
Gemini 3.8 Flash: $1.5 per 1M blended tokens.
Llama 4 Scout 17B 16e Instruct: price per 1M tokens is unset in the catalog.
Gemini 3.8 Flash: closed weights.
Llama 4 Scout 17B 16e Instruct: open weights.
Science: As of Oct 15, 2026, Gemini 3.8 Flash leads Llama 4 Scout 17B 16e Instruct in Science at #4 against #122.
Abstraction (ARC): As of Oct 15, 2026, Gemini 3.8 Flash leads Llama 4 Scout 17B 16e Instruct in Abstraction (ARC) at #1 against #90.
Gemini 3.8 Flash · Llama 4 Scout 17B 16e Instruct
Gemini 3.8 Flash or Llama 4 Scout 17B 16e Instruct?
As of Oct 15, 2026, Gemini 3.8 Flash leads Llama 4 Scout 17B 16e Instruct in 2 of 2 shared categories: Science and Abstraction (ARC).
Gemini 3.8 Flash or Llama 4 Scout 17B 16e Instruct for Science?
As of Oct 15, 2026, Gemini 3.8 Flash leads Llama 4 Scout 17B 16e Instruct in Science at #4 against #122.
Gemini 3.8 Flash or Llama 4 Scout 17B 16e Instruct for Abstraction (ARC)?
As of Oct 15, 2026, Gemini 3.8 Flash leads Llama 4 Scout 17B 16e Instruct in Abstraction (ARC) at #1 against #90.