Compare/Llama 3.2 Instruct 3B vs Qwen3.5 2B (Non-reasoning)

Llama 3.2 Instruct 3BvsQwen3.5 2B (Non-reasoning)

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

Meta

Llama 3.2 Instruct 3B

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

Qwen3.5 2B (Non-reasoning)

Input
$0.02/M
Output
$0.1/M
Speed
272 tok/s
TTFT
0.54s

Winner by Category

Cheaper
Qwen3.5 2B (Non-reasoning)
Faster (tok/s)
Qwen3.5 2B (Non-reasoning)
Lower Latency
Llama 3.2 Instruct 3B
Benchmarks (6-6)
Tie

Pricing Comparison

MetricLlama 3.2 Instruct 3BQwen3.5 2B (Non-reasoning)
Input ($/M tokens)$0.085$0.02
Output ($/M tokens)$0.085$0.1
Cost for 1M input + 100K output tokens:
Llama 3.2 Instruct 3B$0.09
Qwen3.5 2B (Non-reasoning)$0.03

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3.2 Instruct 3B
54 tok/s
Qwen3.5 2B (Non-reasoning)
272 tok/s
Time to First Token (seconds) — lower is better
Llama 3.2 Instruct 3B
0.35s
Qwen3.5 2B (Non-reasoning)
0.54s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.714.7
Coding Index
4.9
Math Index
3.3
GPQA Diamond
25.5%43.8%
MMLU-Pro
34.7%
LiveCodeBench
8.3%
AIME 2025
3.3%
MATH-500
48.9%
Humanity's Last Exam
5.2%4.9%
SciCode
5.2%7.2%
IFBench
26.2%29.1%
TerminalBench
3.8%
Llama 3.2 Instruct 3B6 wins
6 winsQwen3.5 2B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Llama 3.2 Instruct 3B or Qwen3.5 2B (Non-reasoning)?

Qwen3.5 2B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.04/M tokens vs $0.09/M for Llama 3.2 Instruct 3B.

Which model performs better on benchmarks?

It's a tie — both models win 6 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 2B (Non-reasoning) generates tokens faster at 272 tok/s vs 54 tok/s. Llama 3.2 Instruct 3B also has lower time-to-first-token (0.35s vs 0.54s).

When should I use Llama 3.2 Instruct 3B vs Qwen3.5 2B (Non-reasoning)?

Choose based on your priorities: Qwen3.5 2B (Non-reasoning) for lower cost, both perform similarly on benchmarks, and Qwen3.5 2B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.