Compare/Qwen3.5 0.8B (Non-reasoning) vs Llama 3.2 Instruct 3B

Qwen3.5 0.8B (Non-reasoning)vsLlama 3.2 Instruct 3B

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

Alibaba

Qwen3.5 0.8B (Non-reasoning)

Input
$0.01/M
Output
$0.05/M
Speed
306 tok/s
TTFT
0.23s
Meta

Llama 3.2 Instruct 3B

Input
$0.085/M
Output
$0.085/M
Speed
54 tok/s
TTFT
0.35s

Winner by Category

Cheaper
Qwen3.5 0.8B (Non-reasoning)
Faster (tok/s)
Qwen3.5 0.8B (Non-reasoning)
Lower Latency
Qwen3.5 0.8B (Non-reasoning)
Benchmarks (3-9)
Llama 3.2 Instruct 3B

Pricing Comparison

MetricQwen3.5 0.8B (Non-reasoning)Llama 3.2 Instruct 3B
Input ($/M tokens)$0.01$0.085
Output ($/M tokens)$0.05$0.085
Cost for 1M input + 100K output tokens:
Qwen3.5 0.8B (Non-reasoning)$0.02
Llama 3.2 Instruct 3B$0.09

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3.5 0.8B (Non-reasoning)
306 tok/s
Llama 3.2 Instruct 3B
54 tok/s
Time to First Token (seconds) — lower is better
Qwen3.5 0.8B (Non-reasoning)
0.23s
Llama 3.2 Instruct 3B
0.35s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.99.7
Coding Index
1.0
Math Index
3.3
GPQA Diamond
23.6%25.5%
MMLU-Pro
34.7%
LiveCodeBench
8.3%
AIME 2025
3.3%
MATH-500
48.9%
Humanity's Last Exam
4.9%5.2%
SciCode
2.9%5.2%
IFBench
21.6%26.2%
TerminalBench
0.0%
Qwen3.5 0.8B (Non-reasoning)3 wins
9 winsLlama 3.2 Instruct 3B

Frequently Asked Questions

Which is cheaper, Qwen3.5 0.8B (Non-reasoning) or Llama 3.2 Instruct 3B?

Qwen3.5 0.8B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.02/M tokens vs $0.09/M for Llama 3.2 Instruct 3B.

Which model performs better on benchmarks?

Llama 3.2 Instruct 3B wins 9 out of 12 benchmarks compared to 3 for Qwen3.5 0.8B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 0.8B (Non-reasoning) generates tokens faster at 306 tok/s vs 54 tok/s. Qwen3.5 0.8B (Non-reasoning) also has lower time-to-first-token (0.23s vs 0.35s).

When should I use Qwen3.5 0.8B (Non-reasoning) vs Llama 3.2 Instruct 3B?

Choose based on your priorities: Qwen3.5 0.8B (Non-reasoning) for lower cost, Llama 3.2 Instruct 3B for stronger benchmark performance, and Qwen3.5 0.8B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.