OpenAI GPT-4o / GPT-4.1 / o3
LLMby OpenAI
OpenAI's flagship LLM family including GPT-4o for multimodal tasks, GPT-4.1 for long-context coding, and o3 for advanced reasoning. Industry-leading models with the largest developer ecosystem.
Registration & API Key Steps
Step 1
Visit platform.openai.com/signup and create an account with email or Google/Microsoft/Apple SSO.
Open linkStep 2
Verify your email address by clicking the link in the confirmation email.
Step 3
Complete phone number verification (each phone number can only be used once).
Step 5
Copy and securely store your API key (it will only be shown once).
Pricing
| Tier | Price | Features |
|---|---|---|
| GPT-4o | $2.50 / $10.00 per 1M tokens | Input / Output. 128K context. Best for general multimodal tasks. |
| GPT-4o-mini | $0.15 / $0.60 per 1M tokens | Input / Output. 128K context. Budget-friendly option. |
| GPT-4.1 | $2.00 / $8.00 per 1M tokens | Input / Output. 1M context. Optimized for coding and instruction following. |
| o3 | $2.00 / $8.00 per 1M tokens | Input / Output. 200K context. Advanced reasoning with hidden reasoning tokens. |
| o4-mini | $1.10 / $4.40 per 1M tokens | Input / Output. 200K context. Cost-effective reasoning model. |
| Batch API | 50% off all models | Process non-urgent workloads within 24 hours at half price. |
Application Tips
Tip 1
Use Batch API for 50% cost savings on non-time-sensitive workloads.
Tip 2
Prompt caching gives 50-90% discount on repeated prefixes depending on the model family.
Tip 3
Start with GPT-4o-mini for development/testing, switch to GPT-4o or o3 for production.
Tip 4
Tier upgrades are automatic based on cumulative spend: Tier 1 ($5), Tier 2 ($50), Tier 3 ($100), Tier 4 ($250), Tier 5 ($1,000).
Tip 5
Use structured outputs (JSON mode) for reliable parsing - saves tokens on re-tries.
Tip 6
Chinese users can register with a supported phone number or use a virtual number service.
China Access Solutions
Access Solution
Requires VPN/proxy to access API. Chinese phone numbers are not supported for registration. Consider using Azure OpenAI Service (available in China via Azure China) or third-party API relay services.
Code Example
import openai
client = openai.OpenAI(api_key="sk-xxx")
response = client.chat.completions.create(
model="gpt-4o",
messages=[
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "Explain quantum computing in simple terms."}
],
temperature=0.7,
max_tokens=1000
)
print(response.choices[0].message.content)
# --- cURL example ---
# curl https://api.openai.com/v1/chat/completions \
# -H "Authorization: Bearer sk-xxx" \
# -H "Content-Type: application/json" \
# -d '{
# "model": "gpt-4o",
# "messages": [{"role": "user", "content": "Hello!"}]
# }'Rate Limits
| Tier | Limits |
|---|---|
| Default | Tier 1 (default): GPT-4o 500 RPM, 30K TPM. Tier 5: 10,000 RPM, 30M TPM. o3: Tier 1 500 RPM, 100K TPM. Rate limits auto-increase with spend. |
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