Analysis Summary
GPT-4 is an early OpenAI model with measured, though limited by current standards, reasoning and coding results. The record lists tool use and function calling, but its context window is 8K and its listed input and output prices are high compared with later, lower-cost offerings.
It may remain usable for straightforward text work or an existing integration that depends on its behavior. The short context constrains long-document analysis, while the measurements do not support prioritizing it for demanding coding, complex reasoning, or autonomous workflows. No vision capability is listed for this entry.
For new client workflows, the combination of age, limited context, and cost argues for evaluating a newer model first. Retain it only where compatibility or a specific tested workflow outweighs those limitations.
Assessed September 23, 2026
Editorial notes
GPT-4 pairs tool use and function calling with measured reasoning and coding results, but its 8K context and high listed prices make it a costly legacy choice.
The DFO score ranks models on the Artificial Analysis Intelligence Index and is refreshed as new models launch. The write-up and verdict are our own. Feedback?
DFO Verdict
GPT-4 pairs tool use and function calling with measured reasoning and coding results, but its 8K context and high listed prices make it a costly legacy choice.
Benchmarks
Artificial Analysis data refreshed Oct 12, 2026. Arena ratings from the Oct 2, 2026 text leaderboard, with style control.
How OpenAI: GPT-4 compares
OpenAI: GPT-4 ranks #321 of 436 AI models we track for overall intelligence, #162 of 198 for coding. Its 8K-token context window is larger than 18% of the models we list. At $30.00 per million input tokens it is cheaper than 1% of comparable models.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Pricing
| Token Type | Cost per 1M tokens | Cost per 1K tokens |
|---|---|---|
| Input | $30.00 | $0.030000 |
| Output | $60.00 | $0.060000 |
What would OpenAI: GPT-4 cost your business?
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A website chatbot handling around 100 customer conversations a day, a few short messages each.
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These numbers get smaller with the right architecture.
We route routine calls to cheap models and save OpenAI: GPT-4 for the hard ones. Most clients cut their estimate by 60-80%.
Talk to our teamAbout OpenAI: GPT-4
OpenAI's flagship model, GPT-4 is a large-scale multimodal language model capable of solving difficult problems with greater accuracy than previous models due to its broader general knowledge and advanced reasoning..
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Frequently asked questions about OpenAI: GPT-4
How much does OpenAI: GPT-4 cost?
OpenAI: GPT-4 costs $30.00 per million input tokens and $60.00 per million output tokens.
What is the context window of OpenAI: GPT-4?
OpenAI: GPT-4 has a context window of 8,191 tokens (8K).
Is OpenAI: GPT-4 good for coding?
On our coding benchmark index, OpenAI: GPT-4 ranks #162 of 198 models, placing it in the broader range of the field for code generation and debugging.
What can OpenAI: GPT-4 do?
OpenAI: GPT-4 supports tool use and function calling.
Who created OpenAI: GPT-4?
OpenAI: GPT-4 is developed by OpenAI and was released on May 28, 2023.
Benchmarks from Artificial Analysis, pricing from the OpenRouter API, and verdicts from our own testing.
Last updated: October 12, 2026 8:38 pm