Compare/Qwen3 VL 8B Instruct vs Llama 3.2 Instruct 90B (Vision)

Qwen3 VL 8B InstructvsLlama 3.2 Instruct 90B (Vision)

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 3.2 Instruct 90B (Vision)

Input
$0.72/M
Output
$0.72/M
Speed
42 tok/s
TTFT
0.37s

Winner by Category

Cheaper
Qwen3 VL 8B Instruct
Faster (tok/s)
Qwen3 VL 8B Instruct
Lower Latency
Llama 3.2 Instruct 90B (Vision)
Benchmarks (8-4)
Qwen3 VL 8B Instruct

Pricing Comparison

MetricQwen3 VL 8B InstructLlama 3.2 Instruct 90B (Vision)
Input ($/M tokens)$0.18$0.72
Output ($/M tokens)$0.7$0.72
Cost for 1M input + 100K output tokens:
Qwen3 VL 8B Instruct$0.25
Llama 3.2 Instruct 90B (Vision)$0.79

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 VL 8B Instruct
141 tok/s
Llama 3.2 Instruct 90B (Vision)
42 tok/s
Time to First Token (seconds) — lower is better
Qwen3 VL 8B Instruct
1.05s
Llama 3.2 Instruct 90B (Vision)
0.37s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
14.311.9
Coding Index
7.3
Math Index
27.3
GPQA Diamond
42.7%43.2%
MMLU-Pro
68.6%67.1%
LiveCodeBench
33.2%21.4%
AIME 2025
27.3%
MATH-500
62.9%
Humanity's Last Exam
2.9%4.9%
SciCode
17.4%24.0%
IFBench
32.3%
TerminalBench
2.3%
Qwen3 VL 8B Instruct8 wins
4 winsLlama 3.2 Instruct 90B (Vision)

Frequently Asked Questions

Which is cheaper, Qwen3 VL 8B Instruct or Llama 3.2 Instruct 90B (Vision)?

Qwen3 VL 8B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.31/M tokens vs $0.72/M for Llama 3.2 Instruct 90B (Vision).

Which model performs better on benchmarks?

Qwen3 VL 8B Instruct wins 8 out of 12 benchmarks compared to 4 for Llama 3.2 Instruct 90B (Vision). 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 42 tok/s. However, Llama 3.2 Instruct 90B (Vision) has lower time-to-first-token (0.37s vs 1.05s).

When should I use Qwen3 VL 8B Instruct vs Llama 3.2 Instruct 90B (Vision)?

Choose based on your priorities: Qwen3 VL 8B Instruct 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.