Analysis Summary
OpenAI's GPT-4 is an older text-only model with function calling and tool use. Its measured reasoning and coding capability are limited against current models, while the 8K context window restricts long briefs, codebases, and document analysis. The listed input and output prices are also high for its capability level.
Existing integrations may continue to use it for bounded classification, structured responses, or simple tool-connected tasks where migration carries operational risk. New agency workflows should generally choose a newer model with greater context capacity, stronger reasoning, or lower cost. GPT-4 is therefore a legacy compatibility option rather than a preferred choice for content production, SEO automation, or complex client agents.
Assessed August 9, 2026
Editorial notes
GPT-4 provides established function calling and tool use, but its 8K context, high token pricing, and dated capability profile make it difficult to justify for new client workflows. It remains usable for bounded legacy integrations.
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DFO Verdict
GPT-4 provides established function calling and tool use, but its 8K context, high token pricing, and dated capability profile make it difficult to justify for new client workflows. It remains usable for bounded legacy integrations.
How OpenAI: GPT-4 compares
OpenAI: GPT-4 ranks #329 of 428 AI models we track for overall intelligence, #164 of 201 for coding. Its 8K-token context window is larger than 19% 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.
Strongest on content. The pulled-in intelligence corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side →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.
Full calculator with 717 models → Price Calculator
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 #164 of 201 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.
Data sourced from the OpenRouter API, Artificial Analysis, the Hugging Face Open LLM Leaderboard and our own internal testing. Scores are editorially curated by our team.
Last updated: August 25, 2026 8:38 pm