Tokens
Tokens are small text units — words or parts of words — used by the model to process and generate language.
Pricing
Source: https://platform.openai.com/docs/pricing?latest-pricing=standard
Below is the current pricing for GPT-5 models (per 1 million tokens):
| Model | Input | Cached input | Output |
|---|---|---|---|
| gpt-5 | $1.25 | $0.125 | $10.00 |
| gpt-5-mini | $0.25 | $0.025 | $2.00 |
| gpt-5-nano | $0.05 | $0.005 | $0.40 |
*(per 1 million tokens)*
|
Example for gpt-5-nano:
Input: "Write a short poem about the ocean." (Estimated 8 tokens)
Output: "The ocean whispers softly under the moonlight." (Estimated 10 tokens)
Input: 8 tokens × $0.05 / 1,000,000 = $0.0000004
Output: 10 tokens × $0.40 / 1,000,000 = $0.000004
Total cost ≈ $0.0000044
Installation
pip install openai
OpenAI account & Payment
- Create an account on the OpenAI platform: https://platform.openai.com/docs/overview
- Click the settings (cogwheel) icon in the top-right corner.
- In the side menu click: Billing
- Add funds to your account using Add to credit balance
API Key
- Click the settings (cogwheel) icon in the top-right corner.
- In the side menu click: Billing
- + Create new secret key
- Optionally give a name to they key
- Select a Project. If you didn't create any, choose Default Project
- Save your key
Example
from openai import OpenAI
client = OpenAI(api_key="****")
response = client.chat.completions.create(
model="gpt-5-nano",
messages=[
{"role": "user", "content": "Write a short poem about the ocean."}
]
)
print(response.choices[0].message.content)
model → defines which model will be used.
Available models: https://platform.openai.com/docs/models
messages → list of messages that make up the chat.
Each message has a role and a content.
role → indicates who is sending the text:
"user"— represents what the user writes.
content → the actual text of the message.
response.choices[0].message.content → contains the model’s generated reply.
Output
openai==2.3.0
15 Oct. 2025
|
Last Updated: 03 Dec. 2025
|
jaimedcsilva Related