Last verified 2025-09-22 (left) · 2025-09-22 (right)

GPT-4o vs GPT-4o (fine-tuned) — Pricing & Capability Comparison

GPT-4o charges $2.50 per million input tokens and $10.00 per million output tokens. GPT-4o (fine-tuned) comes in at $3.75 / $15.00. Context windows span 128K vs 128K tokens respectively.

TL;DR — Quick Comparison

  • GPT-4o is cheaper overall: $12.50 per 1M tokens (in+out) vs $18.75 for GPT-4o (fine-tuned) — saves $6.25 per 1M tokens
  • Input pricing: GPT-4o $2.50/1M vs GPT-4o (fine-tuned) $3.75/1M
  • Output pricing: GPT-4o $10.00/1M vs GPT-4o (fine-tuned) $15.00/1M
  • Context window: GPT-4o offers more (128K vs 128K)
  • Use our calculator below to estimate costs for your specific usage pattern

Input price (per 1M)

GPT-4o

$2.50

GPT-4o (fine-tuned)

$3.75

GPT-4o leads here

Output price (per 1M)

GPT-4o

$10.00

GPT-4o (fine-tuned)

$15.00

GPT-4o leads here

Context window

GPT-4o

128,000 tokens

GPT-4o (fine-tuned)

128,000 tokens

GPT-4o leads here

Cached input

GPT-4o

$1.250

GPT-4o (fine-tuned)

$1.875

GPT-4o leads here

Cost comparison for 10K-token workloads

Side-by-side pricing for identical workloads (10,000 total tokens per request) across different distributions.

ScenarioGPT-4oGPT-4o (fine-tuned)GPT-4o cachedGPT-4o (fine-tuned) cached
Balanced conversation
50% input · 50% output
$0.0625$0.0938$0.0563$0.0844
Input-heavy workflow
80% input · 20% output
$0.0400$0.0600$0.0300$0.0450
Generation heavy
30% input · 70% output
$0.0775$0.116$0.0738$0.111
Cached system prompt
90% cached input · 10% fresh output
$0.0325$0.0487$0.0212$0.0319

Frequently asked questions

Which is cheaper: GPT-4o or GPT-4o (fine-tuned)?

GPT-4o is cheaper for input tokens at $2.50 per 1M tokens compared to $3.75. For output, GPT-4o costs $10.00 per 1M tokens versus $15.00 for GPT-4o (fine-tuned).

What is the cost per 1M tokens for GPT-4o?

GPT-4o pricing: $2.50 per 1M input tokens and $10.00 per 1M output tokens. Context window: 128,000 tokens.

What is the cost per 1M tokens for GPT-4o (fine-tuned)?

GPT-4o (fine-tuned) pricing: $3.75 per 1M input tokens and $15.00 per 1M output tokens. Context window: 128,000 tokens.

How much does it cost per 1K tokens?

Per 1K tokens: GPT-4o costs $0.0025 input / $0.0100 output. GPT-4o (fine-tuned) costs $0.0037 input / $0.0150 output. This is useful for calculating small-scale usage costs.

Which model supports a larger context window?

GPT-4o offers 128,000 tokens (128K) versus 128K for GPT-4o (fine-tuned).

What is the estimated monthly cost for typical usage?

For a typical workload of 10M input + 2M output tokens per month: GPT-4o would cost approximately $45.00, while GPT-4o (fine-tuned) would cost $67.50. GPT-4o is more economical for this usage pattern.

Do these models support prompt caching?

GPT-4o supports prompt caching at $1.250 per 1M cached tokens, reducing costs for repeated context by up to 50%. GPT-4o (fine-tuned) supports caching at $1.875 per 1M tokens, saving up to 50%.

Which model is best for my use case?

Choose GPT-4o for cost-sensitive applications with high input volume. Choose GPT-4o if you need 128K context for long documents or conversations. Consider prompt caching if you have repeated context. Use our token calculator to model your specific usage pattern.

Related resources

GPT-4o vs GPT-4o (fine-tuned) Pricing (2025) — Cost per 1M Tokens Comparison | LLM Practical Experience Hub