Grok 4.3 (Non-reasoning) vs Llama 4 Scout
Which is better for the money: Grok 4.3 (Non-reasoning) by SpaceXAI or Llama 4 Scout by Meta? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
Grok 4.3 (Non-reasoning) scores 7.5 points higher (14.0 vs 6.5) but costs 3.4× as much to run the benchmark ($250 vs $73.6; both mid-range class). They are not alternatives at one budget: pick Grok 4.3 (Non-reasoning) when you need intelligence above 6.5, and Llama 4 Scout when 6.5 is enough.
| Metric | Grok 4.3 (Non-reasoning) | Llama 4 Scout | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 14.0 | 6.5 | −53.6% Llama 4 Scout is 53.6% less intelligent |
| Total AA cost (lower is better) | $250.37 | $73.56 | −70.6% Llama 4 Scout is 70.6% cheaper |
| End-to-end time (lower is better) | 6.31s | 4.99s | −20.9% Llama 4 Scout is 20.9% faster |
| Price per 1M tokens (in / out) | $1.25 / $2.50 | $0.18 / $0.66 | |
| Input modalities | Text, Image | Text, Image |
Llama 4 Scout vs Grok 4.3 (Non-reasoning): 53.6% less intelligence, 70.6% less cost to run the AA benchmark, and 20.9% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Grok 4.3 (Non-reasoning) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Llama 4 Scout is off the frontier: at the same or lower cost, GPT-6 Luna (Xhigh) scores 34.60 for $66.8.
Grok 4.3 (Non-reasoning)Llama 4 ScoutToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/grok-4-3-non-reasoning/llama-4-scout · Markdown: /api/v1/compare/grok-4-3-non-reasoning/llama-4-scout?format=md · llms.txt · agent skill