Compare/Llama 3.1 Instruct 405B vs Qwen3 Max Thinking

Llama 3.1 Instruct 405BvsQwen3 Max Thinking

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

Meta

Llama 3.1 Instruct 405B

Input
$2.75/M
Output
$6.5/M
Speed
31 tok/s
TTFT
0.47s
Alibaba

Qwen3 Max Thinking

Input
$1.2/M
Output
$6/M
Speed
34 tok/s
TTFT
1.58s

Winner by Category

Cheaper
Qwen3 Max Thinking
Faster (tok/s)
Qwen3 Max Thinking
Lower Latency
Llama 3.1 Instruct 405B
Benchmarks (5-7)
Qwen3 Max Thinking

Pricing Comparison

MetricLlama 3.1 Instruct 405BQwen3 Max Thinking
Input ($/M tokens)$2.75$1.2
Output ($/M tokens)$6.5$6
Cost for 1M input + 100K output tokens:
Llama 3.1 Instruct 405B$3.40
Qwen3 Max Thinking$1.80

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3.1 Instruct 405B
31 tok/s
Qwen3 Max Thinking
34 tok/s
Time to First Token (seconds) — lower is better
Llama 3.1 Instruct 405B
0.47s
Qwen3 Max Thinking
1.58s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
17.439.9
Coding Index
14.530.5
Math Index
3.0
GPQA Diamond
51.5%86.1%
MMLU-Pro
73.2%
LiveCodeBench
30.5%
AIME 2025
3.0%
MATH-500
70.3%
Humanity's Last Exam
4.2%26.2%
SciCode
29.9%43.1%
IFBench
39.0%70.7%
TerminalBench
6.8%24.2%
Llama 3.1 Instruct 405B5 wins
7 winsQwen3 Max Thinking

Frequently Asked Questions

Which is cheaper, Llama 3.1 Instruct 405B or Qwen3 Max Thinking?

Qwen3 Max Thinking is cheaper overall. Its blended price (3:1 input/output ratio) is $2.40/M tokens vs $3.69/M for Llama 3.1 Instruct 405B.

Which model performs better on benchmarks?

Qwen3 Max Thinking wins 7 out of 12 benchmarks compared to 5 for Llama 3.1 Instruct 405B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 Max Thinking generates tokens faster at 34 tok/s vs 31 tok/s. Llama 3.1 Instruct 405B also has lower time-to-first-token (0.47s vs 1.58s).

When should I use Llama 3.1 Instruct 405B vs Qwen3 Max Thinking?

Choose based on your priorities: Qwen3 Max Thinking for lower cost, Qwen3 Max Thinking for stronger benchmark performance, and Qwen3 Max Thinking for faster generation. For latency-sensitive apps, check the TTFT comparison above.