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

Llama 3.2 Instruct 90B (Vision)vsQwen3 VL 8B Instruct

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

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Llama 3.2 Instruct 90B (Vision)

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

Qwen3 VL 8B Instruct

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

Winner by Category

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

Pricing Comparison

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

Speed Comparison

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

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
11.914.3
Coding Index
7.3
Math Index
27.3
GPQA Diamond
43.2%42.7%
MMLU-Pro
67.1%68.6%
LiveCodeBench
21.4%33.2%
AIME 2025
27.3%
MATH-500
62.9%
Humanity's Last Exam
4.9%2.9%
SciCode
24.0%17.4%
IFBench
32.3%
TerminalBench
2.3%
Llama 3.2 Instruct 90B (Vision)4 wins
8 winsQwen3 VL 8B Instruct

Frequently Asked Questions

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

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. Llama 3.2 Instruct 90B (Vision) also has lower time-to-first-token (0.37s vs 1.05s).

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

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.