Context Window

Compare

Deepseek V3 2 Maas vs Morph Glm53 744b

This page is context-first: how much text each model can take in one request. Full specs adds capabilities and limits; the pricing matrix below is only about $/million tokens from hosts that list both models.

Deepseek

Model

Deepseek V3 2 Maas

Tool calling

Context window

164K

163,840 tokens · ~123K words

Model page
Z Ai

Model

Morph Glm53 744b

Tool calling

Context window

1.0M

1,048,576 tokens · ~786K words

Model page

Context window · side by side

Bar length is relative to the larger of the two windows (100% = max of this pair). This is not pricing.

Deepseek V3 2 Maas164K
Morph Glm53 744b1.0M

Morph Glm53 744b has about 6.4× the context window of the other in this pair.

Token calculator →Memory savings →

Morph Glm53 744b has 540% more context capacity (1048K vs 163K tokens). Deepseek V3 2 Maas is 52% cheaper on input.

Quick verdicts

Short takeaways — validate with your own workloads.

  • Long document processing

    Use Morph Glm53 744b. Its 1048K context fits entire documents without chunking (vs 163K).

  • RAG / high-volume retrieval

    Use Deepseek V3 2 Maas. Input tokens are 52% cheaper — critical when sending large retrieved contexts.

  • Long output (reports, code files)

    Use Morph Glm53 744b. Its 1048K max output lets you generate complete artifacts in one request.

Full specs

Context, output, capabilities, and dates. Green highlights the favorable value where we compute a winner.

SpecDeepseek V3 2 MaasMorph Glm53 744b
Context window163,840 tokens (163K)1,048,576 tokens (1048K)
Max output tokens32,768 tokens (32K)1,048,576 tokens (1048K)
Speed tierBalancedBalanced
VisionNoNo
Function callingYesYes
Extended thinkingYesYes
Prompt cachingYesYes
Batch APINoNo
Release dateN/AN/A

Pricing matrix

Dollar rates only: hosts that list both models, per 1M tokens. For how much text fits, use the context section above — not this table.

ProviderDeepseek V3 2 Maas inDeepseek V3 2 Maas outMorph Glm53 744b inMorph Glm53 744b out
Google Vertex$0.560/M$1.68/M——
Morph——$1.19/M$6.00/M

Frequently asked questions

Morph Glm53 744b has a larger context window: 1048K tokens vs 163K. For long documents, large codebases, or extended agent sessions, the larger context window reduces the need to chunk inputs or summarize history.

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