Compare/Llama 3 Instruct 70B vs Qwen3 32B (Non-reasoning)

Llama 3 Instruct 70BvsQwen3 32B (Non-reasoning)

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

Meta

Llama 3 Instruct 70B

Input
$0.65/M
Output
$2.75/M
Speed
47 tok/s
TTFT
0.67s
Alibaba

Qwen3 32B (Non-reasoning)

Input
$0.7/M
Output
$2.8/M
Speed
101 tok/s
TTFT
1.22s

Winner by Category

Cheaper
Llama 3 Instruct 70B
Faster (tok/s)
Qwen3 32B (Non-reasoning)
Lower Latency
Llama 3 Instruct 70B
Benchmarks (3-8)
Qwen3 32B (Non-reasoning)

Pricing Comparison

MetricLlama 3 Instruct 70BQwen3 32B (Non-reasoning)
Input ($/M tokens)$0.65$0.7
Output ($/M tokens)$2.75$2.8
Cost for 1M input + 100K output tokens:
Llama 3 Instruct 70B$0.93
Qwen3 32B (Non-reasoning)$0.98

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3 Instruct 70B
47 tok/s
Qwen3 32B (Non-reasoning)
101 tok/s
Time to First Token (seconds) — lower is better
Llama 3 Instruct 70B
0.67s
Qwen3 32B (Non-reasoning)
1.22s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
3.58.6
Coding Index
Math Index
19.7
GPQA Diamond
37.9%53.5%
MMLU-Pro
57.4%72.7%
LiveCodeBench
19.8%28.8%
AIME 2025
19.7%
MATH-500
48.3%86.9%
Humanity's Last Exam
4.4%4.3%
SciCode
18.9%28.0%
IFBench
37.1%31.5%
TerminalBench
0.8%
Llama 3 Instruct 70B3 wins
8 winsQwen3 32B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Llama 3 Instruct 70B or Qwen3 32B (Non-reasoning)?

Llama 3 Instruct 70B is cheaper overall. Its blended price (3:1 input/output ratio) is $1.18/M tokens vs $1.23/M for Qwen3 32B (Non-reasoning).

Which model performs better on benchmarks?

Qwen3 32B (Non-reasoning) wins 8 out of 12 benchmarks compared to 3 for Llama 3 Instruct 70B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 32B (Non-reasoning) generates tokens faster at 101 tok/s vs 47 tok/s. Llama 3 Instruct 70B also has lower time-to-first-token (0.67s vs 1.22s).

When should I use Llama 3 Instruct 70B vs Qwen3 32B (Non-reasoning)?

Choose based on your priorities: Llama 3 Instruct 70B for lower cost, Qwen3 32B (Non-reasoning) for stronger benchmark performance, and Qwen3 32B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.