Compare/Qwen3 VL 8B Instruct vs Llama 4 Scout

Qwen3 VL 8B InstructvsLlama 4 Scout

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

Alibaba

Qwen3 VL 8B Instruct

Input
$0.18/M
Output
$0.7/M
Speed
141 tok/s
TTFT
1.05s
Meta

Llama 4 Scout

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

Winner by Category

Cheaper
Llama 4 Scout
Faster (tok/s)
Qwen3 VL 8B Instruct
Lower Latency
Llama 4 Scout
Benchmarks (7-5)
Qwen3 VL 8B Instruct

Pricing Comparison

MetricQwen3 VL 8B InstructLlama 4 Scout
Input ($/M tokens)$0.18$0.17
Output ($/M tokens)$0.7$0.66
Cost for 1M input + 100K output tokens:
Qwen3 VL 8B Instruct$0.25
Llama 4 Scout$0.24

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 VL 8B Instruct
141 tok/s
Llama 4 Scout
129 tok/s
Time to First Token (seconds) — lower is better
Qwen3 VL 8B Instruct
1.05s
Llama 4 Scout
0.45s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
14.313.5
Coding Index
7.36.7
Math Index
27.314.0
GPQA Diamond
42.7%58.7%
MMLU-Pro
68.6%75.2%
LiveCodeBench
33.2%29.9%
AIME 2025
27.3%14.0%
MATH-500
84.4%
Humanity's Last Exam
2.9%4.3%
SciCode
17.4%17.0%
IFBench
32.3%39.5%
TerminalBench
2.3%1.5%
Qwen3 VL 8B Instruct7 wins
5 winsLlama 4 Scout

Frequently Asked Questions

Which is cheaper, Qwen3 VL 8B Instruct or Llama 4 Scout?

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 VL 8B Instruct.

Which model performs better on benchmarks?

Qwen3 VL 8B Instruct wins 7 out of 12 benchmarks compared to 5 for Llama 4 Scout. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 VL 8B Instruct generates tokens faster at 141 tok/s vs 129 tok/s. However, Llama 4 Scout has lower time-to-first-token (0.45s vs 1.05s).

When should I use Qwen3 VL 8B Instruct vs Llama 4 Scout?

Choose based on your priorities: Llama 4 Scout for lower cost, Qwen3 VL 8B Instruct for stronger benchmark performance, and Qwen3 VL 8B Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.