Context Window

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GPT-4o-mini (2024-07-18) vs Gpt 4o Realtime Preview 2025 06 03

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.

Openai

Model

GPT-4o-mini (2024-07-18)

Image inputTool calling

Context window

128K

128,000 tokens · ~96K words

Model page
Openai

Model

Gpt 4o Realtime Preview 2025 06 03

Tool calling

Context window

128K

128,000 tokens · ~96K 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.

GPT-4o-mini (2024-07-18)128K
Gpt 4o Realtime Preview 2025 06 03128K

Same context window size for both models.

Token calculator →Memory savings →

GPT-4o-mini (2024-07-18) and Gpt 4o Realtime Preview 2025 06 03 have identical context windows (128K tokens). GPT-4o-mini (2024-07-18) is 97% cheaper on input.

Quick verdicts

Short takeaways — validate with your own workloads.

  • RAG / high-volume retrieval

    Use GPT-4o-mini (2024-07-18). Input tokens are 97% cheaper — critical when sending large retrieved contexts.

  • Long output (reports, code files)

    Use GPT-4o-mini (2024-07-18). Its 16K 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.

SpecGPT-4o-mini (2024-07-18)Gpt 4o Realtime Preview 2025 06 03
Context window128,000 tokens (128K)128,000 tokens (128K)
Max output tokens16,384 tokens (16K)4,096 tokens (4K)
Speed tierFastBalanced
VisionYesNo
Function callingYesYes
Extended thinkingNoNo
Prompt cachingYesYes
Batch APIYesYes
Release dateJul 2024N/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.

ProviderGPT-4o-mini (2024-07-18) inGPT-4o-mini (2024-07-18) outGpt 4o Realtime Preview 2025 06 03 inGpt 4o Realtime Preview 2025 06 03 out
Azure$0.165/M$0.660/M——
Openai$0.150/M$0.600/M$5.00/M$20.00/M

Frequently asked questions

Gpt 4o Realtime Preview 2025 06 03 has a larger context window: 128K tokens vs 128K. 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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Use a smaller model.
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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