AI model comparison

Qwen3.8 Max vs DeepSeek V4 Pro

Compare pricing, context limits, supported inputs and deployment options to choose a model for your workflow.

Qwen3.8 Max from Alibaba lists 1M context, 131.07K maximum output, $2.00 input per 1M tokens, $6.00 output per 1M tokens. DeepSeek V4 Pro from DeepSeek lists 1M context, 384K maximum output, $0.435 input per 1M tokens, $0.87 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences

Alibaba

Qwen3.8 Max

Qwen3.8 Max from Alibaba: 2.4-trillion-parameter MoE flagship for coding, professional work, multimodal understanding, and long-horizon agentic workflows.

Context
1M
Max output
131.07K
Input / 1M tokens
$2.00
Output / 1M tokens
$6.00

Accepts

  • Text input
  • Image input
  • Video input
  • PDF input

Produces

  • Text output
VS

DeepSeek

DeepSeek V4 Pro

DeepSeek V4 Pro from DeepSeek: Open MoE flagship with million-token context for coding and long agent runs.

Context
1M
Max output
384K
Input / 1M tokens
$0.435
Output / 1M tokens
$0.87

Accepts

  • Text input

Produces

  • Text output

At a glance

Key differences

Compare the available figures below, then try both models on the work you need to do.

DeepSeek V4 Pro

  • Maximum output: 384K
  • Input price: $0.435
  • Output price: $0.87

Context capacity

Higher listed limit

Qwen3.8 Max:1M

DeepSeek V4 Pro:1M

Same value

Maximum output

Higher listed limit

Qwen3.8 Max:131.07K

DeepSeek V4 Pro:384K

DeepSeek V4 Pro

Input price

Lower listed token rate

Qwen3.8 Max:$2.00

DeepSeek V4 Pro:$0.435

DeepSeek V4 Pro

Output price

Lower listed token rate

Qwen3.8 Max:$6.00

DeepSeek V4 Pro:$0.87

DeepSeek V4 Pro

Specifications

Pricing, limits and capabilities

Specifications for Qwen3.8 Max and DeepSeek V4 Pro. Higher limits and lower prices describe these figures only.
SpecificationQwen3.8 MaxDeepSeek V4 Pro
ProviderAlibabaDeepSeek
Listed pricing routeAlibabaDeepSeek
Model familyqwendeepseek-thinking
Accepted inputstext, image, video, pdftext
Produced outputstexttext
Context window1M1M
Max output131.07K384KHigher
Input price / 1M$2.00$0.435Lower
Output price / 1M$6.00$0.87Lower
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputDocumentedNot documented
Audio inputNot documentedNot documented
Structured outputNot documentedDocumented
LicenseProprietaryOpen weights

Workload guidance

Which model should you choose?

Consider DeepSeek V4 Pro if you need larger maximum output or a lower listed input rate or a lower listed output rate. DeepSeek V4 Pro offers downloadable weights; Qwen3.8 Max is listed as a proprietary model. Compare licence terms and operating costs before choosing a deployment. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.

Documentation and model profiles

Explore each model’s features, API requirements and licence terms in the sources below.

Questions people ask

It brings together documented inputs and outputs, token limits, deployment terms and available pricing. When both models have source-linked, verified results on a shared benchmark, those results are shown with their individual sources. The comparison is a starting point for evaluating your own workload.

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