Context Window

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Amazon Titan Text Express vs Deepseek V3 1 Maas

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.

Amazon

Model

Amazon Titan Text Express

Context window

42K

42,000 tokens · ~32K words

Model page
Deepseek

Model

Deepseek V3 1 Maas

Tool calling

Context window

164K

163,840 tokens · ~123K 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.

Amazon Titan Text Express42K
Deepseek V3 1 Maas164K

Deepseek V3 1 Maas has about 3.9× the context window of the other in this pair.

Token calculator →Memory savings →

Deepseek V3 1 Maas has 290% more context capacity (163K vs 42K tokens). Amazon Titan Text Express is 3% cheaper on input.

Quick verdicts

Short takeaways — validate with your own workloads.

  • Long document processing

    Use Deepseek V3 1 Maas. Its 163K context fits entire documents without chunking (vs 42K).

  • RAG / high-volume retrieval

    Use Amazon Titan Text Express. Input tokens are 3% cheaper — critical when sending large retrieved contexts.

  • Long output (reports, code files)

    Use Deepseek V3 1 Maas. Its 32K 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.

SpecAmazon Titan Text ExpressDeepseek V3 1 Maas
Context window42,000 tokens (42K)163,840 tokens (163K)
Max output tokens8,000 tokens (8K)32,768 tokens (32K)
Speed tierBalancedBalanced
VisionNoNo
Function callingNoYes
Extended thinkingNoYes
Prompt cachingNoNo
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.

ProviderAmazon Titan Text Express inAmazon Titan Text Express outDeepseek V3 1 Maas inDeepseek V3 1 Maas out
Aws Bedrock$1.30/M$1.70/M——
Google Vertex——$1.35/M$5.40/M

Frequently asked questions

Deepseek V3 1 Maas has a larger context window: 163K tokens vs 42K. 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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Mem0 gives your AI long-term memory so you stop re-sending context on every call. That means you can use a smaller, faster, cheaper model — and still get better answers.

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Example: a multi-turn chat session

Without Mem0~128K tokens sent
Full history
Repeated info
Old context
With Mem0~20K tokens sent
Key memories
Current turn

80% less to send — works with any model