AI model comparison

zai-org/GLM-5.2 vs GPT-5.1 Codex Max

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

zai-org/GLM-5.2 from zai-org lists 1M context, 131.07K maximum output, $1.40 input per 1M tokens, $4.40 output per 1M tokens. GPT-5.1 Codex Max from OpenAI lists 400K context, 128K maximum output, $1.25 input per 1M tokens, $10.00 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences
VS

OpenAI

GPT-5.1 Codex Max

GPT-5.1 Codex Max from OpenAI: Coding-optimized GPT model for repository edits, reviews, and agentic software work.

Context
400K
Max output
128K
Input / 1M tokens
$1.25
Output / 1M tokens
$10.00

Accepts

  • Text input
  • Image 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.

zai-org/GLM-5.2

  • Context capacity: 1M
  • Maximum output: 131.07K
  • Output price: $4.40

GPT-5.1 Codex Max

  • Input price: $1.25

Context capacity

Higher listed limit

zai-org/GLM-5.2:1M

GPT-5.1 Codex Max:400K

zai-org/GLM-5.2

Maximum output

Higher listed limit

zai-org/GLM-5.2:131.07K

GPT-5.1 Codex Max:128K

zai-org/GLM-5.2

Input price

Lower listed token rate

zai-org/GLM-5.2:$1.40

GPT-5.1 Codex Max:$1.25

GPT-5.1 Codex Max

Output price

Lower listed token rate

zai-org/GLM-5.2:$4.40

GPT-5.1 Codex Max:$10.00

zai-org/GLM-5.2

Specifications

Pricing, limits and capabilities

Specifications for zai-org/GLM-5.2 and GPT-5.1 Codex Max. Higher limits and lower prices describe these figures only.
Specificationzai-org/GLM-5.2GPT-5.1 Codex Max
Providerzai-orgOpenAI
Listed pricing routezai-orgOpenAI
Model family—gpt-codex
Accepted inputstexttext, image
Produced outputstexttext
Context window1MHigher400K
Max output131.07KHigher128K
Input price / 1M$1.40$1.25Lower
Output price / 1M$4.40Lower$10.00
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputNot documentedDocumented
Audio inputNot documentedNot documented
Structured outputNot documentedDocumented
LicenseNot documentedProprietary

Workload guidance

Which model should you choose?

Consider zai-org/GLM-5.2 if you need larger context or larger maximum output or a lower listed output rate. Consider GPT-5.1 Codex Max if you need a lower listed input 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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