AI model comparison

Qwen3.8 Max Preview vs GPT-5.6 Luna

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

Qwen3.8 Max Preview from Alibaba lists 1M context, 131.07K maximum output, $1.50 input per 1M tokens, $5.00 output per 1M tokens. GPT-5.6 Luna from OpenAI lists 1.05M context, 128K maximum output, $0.20 input per 1M tokens, $1.20 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 Preview

Qwen3.8 Max Preview from Alibaba: Preview Qwen flagship for million-token multimodal reasoning and long-horizon agentic workflows.

Context
1M
Max output
131.07K
Input / 1M tokens
$1.50
Output / 1M tokens
$5.00

Accepts

  • Text input
  • Image input
  • Video input

Produces

  • Text output
VS

OpenAI

GPT-5.6 Luna

GPT-5.6 Luna from OpenAI: Cost-efficient GPT-5.6 model for fast, high-volume workloads.

Context
1.05M
Max output
128K
Input / 1M tokens
$0.20
Output / 1M tokens
$1.20

Accepts

  • Text input
  • Image input
  • PDF 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.

Qwen3.8 Max Preview

  • Maximum output: 131.07K

GPT-5.6 Luna

  • Context capacity: 1.05M
  • Input price: $0.20
  • Output price: $1.20

Context capacity

Higher listed limit

Qwen3.8 Max Preview:1M

GPT-5.6 Luna:1.05M

GPT-5.6 Luna

Maximum output

Higher listed limit

Qwen3.8 Max Preview:131.07K

GPT-5.6 Luna:128K

Qwen3.8 Max Preview

Input price

Lower listed token rate

Qwen3.8 Max Preview:$1.50

GPT-5.6 Luna:$0.20

GPT-5.6 Luna

Output price

Lower listed token rate

Qwen3.8 Max Preview:$5.00

GPT-5.6 Luna:$1.20

GPT-5.6 Luna

Specifications

Pricing, limits and capabilities

Specifications for Qwen3.8 Max Preview and GPT-5.6 Luna. Higher limits and lower prices describe these figures only.
SpecificationQwen3.8 Max PreviewGPT-5.6 Luna
ProviderAlibabaOpenAI
Listed pricing routeAlibabaOpenAI
Model familyqwengpt-luna
Accepted inputstext, image, videotext, image, pdf
Produced outputstexttext
Context window1M1.05MHigher
Max output131.07KHigher128K
Input price / 1M$1.50$0.20Lower
Output price / 1M$5.00$1.20Lower
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputDocumentedDocumented
Audio inputNot documentedNot documented
Structured outputNot documentedDocumented
LicenseProprietaryProprietary

Workload guidance

Which model should you choose?

Consider Qwen3.8 Max Preview if you need larger maximum output. Consider GPT-5.6 Luna if you need larger context or a lower listed input rate or a lower listed output rate. 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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