Head-to-head · frontier vs frontier

Qwen3-Max Max vs Qwen3-Max Reasoning: which model should you choose?

We compared Qwen3-Max Max and Qwen3-Max Reasoning on price, context window and 12 benchmarks. Qwen3-Max Max and Qwen3-Max Reasoning are effectively tied on the index average; Qwen3-Max Max is cheaper on a blended 3:1 basis.

Alibaba Cloud

Qwen3-Max Max

Qwen3-Max Max is a frontier model from Alibaba Cloud. It offers a 400,000-token context window, costs $18.53 per million input tokens and $74.05 per million output tokens, and averages 85.9 across the index's benchmark suite.

Input
$18.53 / 1M
Output
$74.05 / 1M
Context
400,000
Avg score
85.9
Open weights
No
Full Qwen3-Max Max page
Alibaba Cloud

Qwen3-Max Reasoning

Qwen3-Max Reasoning is a frontier model from Alibaba Cloud. It offers a 2,000,000-token context window, costs $18.12 per million input tokens and $81.94 per million output tokens, and averages 85.9 across the index's benchmark suite.

Input
$18.12 / 1M
Output
$81.94 / 1M
Context
2,000,000
Avg score
85.9
Open weights
No
Full Qwen3-Max Reasoning page

Specification comparison

SpecQwen3-Max MaxQwen3-Max ReasoningEdge
Input price / 1M$18.53$18.12B
Output price / 1M$74.05$81.94A
Context window400,0002,000,000B
Max output65,5368,192A
Average score85.985.9Tie
Arena Elo1467.71461.0A
Open weightsNoNoTie

Benchmark comparison

Qwen3-Max Max wins 5, Qwen3-Max Reasoning wins 7, and 0 benchmarks are tied. The table shows the modelled score for each model and the gap.

BenchmarkQwen3-Max MaxQwen3-Max ReasoningGapWinner
MMLU-Pro85.288.12.9Qwen3-Max Reasoning
GPQA Diamond83.879.84.0Qwen3-Max Max
SWE-bench Verified74.375.31.0Qwen3-Max Reasoning
HumanEval90.292.62.4Qwen3-Max Reasoning
MATH-50092.893.00.2Qwen3-Max Reasoning
AIME 202582.783.10.4Qwen3-Max Reasoning
LiveCodeBench82.878.04.8Qwen3-Max Max
IFEval93.792.21.5Qwen3-Max Max
TruthfulQA89.388.80.5Qwen3-Max Max
HellaSwag91.491.50.1Qwen3-Max Reasoning
MMMU78.982.33.4Qwen3-Max Reasoning
Arena Elo1467.71461.06.7Qwen3-Max Max

Price analysis

On a blended 3:1 input-to-output basis, Qwen3-Max Max costs about $32.41 per million tokens and Qwen3-Max Reasoning costs about $34.08. Qwen3-Max Max is roughly 5% cheaper than Qwen3-Max Reasoning. At high volume, that gap compounds quickly, so price should carry real weight unless the quality difference is decisive.

Qwen3-Max Reasoning has the larger context window at 2,000,000 tokens, compared with 400,000 for Qwen3-Max Max. That matters for long documents, large codebases and multi-step agent traces.

Verdict

Across 12 shared benchmarks, Qwen3-Max Max wins 5, Qwen3-Max Reasoning wins 7, and 0 are tied. The two models are effectively tied on the index average at 85.9.

The price picture favours Qwen3-Max Max. The context picture favours Qwen3-Max Reasoning. Those two dimensions often matter more than a few benchmark points once a model is good enough for the task.

If you need a single default, start with Qwen3-Max Max if cost is the constraint and Qwen3-Max Reasoning if context is the constraint. Test both on a sample of your own traffic before committing.

Choose Qwen3-Max Max if

  • Unit cost matters and you want the cheaper blended price.
  • You need the larger 65,536-token output limit.

Choose Qwen3-Max Reasoning if

  • You need the larger 2,000,000-token context window.

FAQ

Is Qwen3-Max Max better than Qwen3-Max Reasoning?

The two models are effectively tied on the index average at 85.9. The better choice depends on price, context and your task. Qwen3-Max Max wins 5 benchmarks, Qwen3-Max Reasoning wins 7.

Which is cheaper, Qwen3-Max Max or Qwen3-Max Reasoning?

Qwen3-Max Max is cheaper on a blended 3:1 basis at about $32.41 per million tokens, versus $34.08 for Qwen3-Max Reasoning.

Which has the larger context window?

Qwen3-Max Reasoning has the larger context window at 2,000,000 tokens. Qwen3-Max Max has 400,000 tokens.

Are these models open weights?

Qwen3-Max Max is proprietary; Qwen3-Max Reasoning is proprietary.

Which should I choose for production?

If you need a single default, start with Qwen3-Max Max if cost is the constraint and Qwen3-Max Reasoning if context is the constraint. Test both on a sample of your own traffic before committing.

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