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GPT-4o · Nov. 2024

November 2024 checkpoint of gpt-4o with latest improvements.

About GPT-4o · Nov. 2024

The November 2024 checkpoint of GPT-4o is where OpenAI refined its flagship model's most broadly appealing qualities: notably sharper creative writing and meaningfully improved handling of uploaded files and documents. Users consistently praise the combination of speed — 198.3 tokens per second — and cost efficiency that matches GPT-4 Turbo's intelligence at half the price. For interactive applications, chatbots, or creative work that needs to feel natural rather than mechanical, this checkpoint is a well-regarded default choice. That said, it carries a real limitation worth naming: Artificial Analysis scores its reasoning at 17 out of 100 on their Intelligence Index, below the median for comparable models. Complex multi-step reasoning and tasks that demand deep analytical depth are better served elsewhere. The knowledge cutoff of October 2023 is also a practical constraint for anything time-sensitive. Where it earns its place is in production workflows that blend text, image, and document analysis at scale — particularly any creative or customer-facing context where fluency and response speed matter more than cutting-edge reasoning depth.

Best for

  • Creative writing and marketing copy that needs to sound natural and human
  • Software development assistance, including code generation and debugging (SWE-bench: 33.2%)
  • Document and file analysis — spreadsheets, CSVs, PDFs, and business reports
  • Customer-facing chatbots and support systems requiring low latency responses
  • Multimodal workflows combining text and image inputs for analysis or content generation

Specs & capabilities

How GPT-4o · Nov. 2024 stacks up — intelligence, speed, context, and modalities.

Capability

Intelligence

Low

Capability

Speed

Fast

Capability

Context window

128,000 tokens

Capability

Max output

16,384 tokens

Capability

Knowledge cutoff

October 2023

ChatGPT

GPT‑4o retirement (ChatGPT)

OpenAI retired GPT‑4o inside ChatGPT on February 13, 2026. It remains available through the OpenAI API.

Frequently asked questions

What does the gpt-4o-2024-11-20 ID mean?

It is a fixed snapshot checkpoint of GPT-4o released on November 20, 2024. The base GPT-4o model launched in May 2024; this checkpoint is an incremental refinement focused on creative writing and file handling, not a major architectural upgrade.

How much does it cost?

$2.50 per million input tokens and $10.00 per million output tokens at provider list price. That is 50% cheaper than GPT-4 Turbo at comparable quality for most tasks.

What is the context window?

128,000 tokens, with a maximum output of 16,384 tokens per response.

Is it good at reasoning and complex analysis?

Not particularly. Artificial Analysis gives it an Intelligence Index score of 17 out of 100, below the median of 24 for comparable models. For complex multi-step reasoning, a dedicated reasoning model would be a stronger choice.

What input types does it support?

Text and images. Real-time audio is available via a separate GPT-4o Realtime API offering, not through this model ID. Video input is not currently supported.

How does it compare to newer GPT-4o checkpoints?

The November 2024 checkpoint specifically improved creative writing quality and file analysis depth. Later checkpoints or GPT-4o-mini trade off some capability for lower cost; this version sits at the midpoint between economy and the full frontier.

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