Compare/Llama 4 Scout vs Qwen3 8B (Non-reasoning)

Llama 4 ScoutvsQwen3 8B (Non-reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Meta

Llama 4 Scout

Input
$0.17/M
Output
$0.66/M
Speed
129 tok/s
TTFT
0.45s
Alibaba

Qwen3 8B (Non-reasoning)

Input
$0.18/M
Output
$0.7/M
Speed
81 tok/s
TTFT
0.95s

Winner by Category

Cheaper
Llama 4 Scout
Faster (tok/s)
Llama 4 Scout
Lower Latency
Llama 4 Scout
Benchmarks (8-4)
Llama 4 Scout

Pricing Comparison

MetricLlama 4 ScoutQwen3 8B (Non-reasoning)
Input ($/M tokens)$0.17$0.18
Output ($/M tokens)$0.66$0.7
Cost for 1M input + 100K output tokens:
Llama 4 Scout$0.24
Qwen3 8B (Non-reasoning)$0.25

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 4 Scout
129 tok/s
Qwen3 8B (Non-reasoning)
81 tok/s
Time to First Token (seconds) — lower is better
Llama 4 Scout
0.45s
Qwen3 8B (Non-reasoning)
0.95s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
13.510.6
Coding Index
6.77.1
Math Index
14.024.3
GPQA Diamond
58.7%45.2%
MMLU-Pro
75.2%64.3%
LiveCodeBench
29.9%20.2%
AIME 2025
14.0%24.3%
MATH-500
84.4%82.8%
Humanity's Last Exam
4.3%2.8%
SciCode
17.0%16.8%
IFBench
39.5%28.6%
TerminalBench
1.5%2.3%
Llama 4 Scout8 wins
4 winsQwen3 8B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Llama 4 Scout or Qwen3 8B (Non-reasoning)?

Llama 4 Scout is cheaper overall. Its blended price (3:1 input/output ratio) is $0.29/M tokens vs $0.31/M for Qwen3 8B (Non-reasoning).

Which model performs better on benchmarks?

Llama 4 Scout wins 8 out of 12 benchmarks compared to 4 for Qwen3 8B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 4 Scout generates tokens faster at 129 tok/s vs 81 tok/s. Llama 4 Scout also has lower time-to-first-token (0.45s vs 0.95s).

When should I use Llama 4 Scout vs Qwen3 8B (Non-reasoning)?

Choose based on your priorities: Llama 4 Scout for lower cost, Llama 4 Scout for stronger benchmark performance, and Llama 4 Scout for faster generation. For latency-sensitive apps, check the TTFT comparison above.