Compare/Llama 3 Instruct 8B vs Qwen3.5 4B (Non-reasoning)

Llama 3 Instruct 8BvsQwen3.5 4B (Non-reasoning)

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

Meta

Llama 3 Instruct 8B

Input
$0.045/M
Output
$0.145/M
Speed
82 tok/s
TTFT
0.38s
Alibaba

Qwen3.5 4B (Non-reasoning)

Input
$0.03/M
Output
$0.15/M
Speed
220 tok/s
TTFT
0.26s

Winner by Category

Cheaper
Qwen3.5 4B (Non-reasoning)
Faster (tok/s)
Qwen3.5 4B (Non-reasoning)
Lower Latency
Qwen3.5 4B (Non-reasoning)
Benchmarks (3-7)
Qwen3.5 4B (Non-reasoning)

Pricing Comparison

MetricLlama 3 Instruct 8BQwen3.5 4B (Non-reasoning)
Input ($/M tokens)$0.045$0.03
Output ($/M tokens)$0.145$0.15
Cost for 1M input + 100K output tokens:
Llama 3 Instruct 8B$0.06
Qwen3.5 4B (Non-reasoning)$0.04

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3 Instruct 8B
82 tok/s
Qwen3.5 4B (Non-reasoning)
220 tok/s
Time to First Token (seconds) — lower is better
Llama 3 Instruct 8B
0.38s
Qwen3.5 4B (Non-reasoning)
0.26s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
6.422.6
Coding Index
4.013.7
Math Index
GPQA Diamond
29.6%71.2%
MMLU-Pro
40.5%
LiveCodeBench
9.6%
AIME 2025
MATH-500
49.9%
Humanity's Last Exam
5.1%7.5%
SciCode
11.9%18.3%
IFBench
24.6%33.3%
TerminalBench
0.0%11.4%
Llama 3 Instruct 8B3 wins
7 winsQwen3.5 4B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Llama 3 Instruct 8B or Qwen3.5 4B (Non-reasoning)?

Qwen3.5 4B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.06/M tokens vs $0.07/M for Llama 3 Instruct 8B.

Which model performs better on benchmarks?

Qwen3.5 4B (Non-reasoning) wins 7 out of 12 benchmarks compared to 3 for Llama 3 Instruct 8B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 4B (Non-reasoning) generates tokens faster at 220 tok/s vs 82 tok/s. However, Qwen3.5 4B (Non-reasoning) has lower time-to-first-token (0.26s vs 0.38s).

When should I use Llama 3 Instruct 8B vs Qwen3.5 4B (Non-reasoning)?

Choose based on your priorities: Qwen3.5 4B (Non-reasoning) for lower cost, Qwen3.5 4B (Non-reasoning) for stronger benchmark performance, and Qwen3.5 4B (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.