tokevenGPT · Mid-tier · 128K context window
GPT 5.4 pricing for api generation
$0.0975 per call at 3,000 input / 6,000 output tokens.
Per call
$0.0975
10K calls/mo
$975
Cache savings
90% off input
Batch savings
50% off all
Calculate your GPT 5.4 costs
Adjust token counts, volume, and discount toggles to model your api generation spend. Pricing updated weekly.
Configure your usage
Estimated cost
Quick start
Call GPT 5.4 with the OpenAI Python SDK:
from openai import OpenAI
client = OpenAI()
response = client.chat.completions.create(
model="gpt-5.4",
max_tokens=6000,
messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0975 per call at standard rates
# Input: $2.50/MTok
# Output: $15.00/MTokHow GPT 5.4 compares on cost
Per-call cost for all models scoring 50+ on api generation benchmarks. Hover for details.
Cheapest viable option: Claude Sonnet 5 at $0.0660/call (32% less, 93/100 quality).
Complete GPT 5.4 pricing breakdown
Standard token rates
| Direction | $/MTok | Tokens per call |
|---|---|---|
| Input | $2.50 | 3,000 |
| Output | $15.00 | 6,000 |
Prompt caching: 90% off input tokens
Caching drops input cost from $2.50 to $0.25/MTok. For repeated system prompts, that saves $0.006750 per call.
Batch API: 50% off all tokens
Submit requests asynchronously and receive 50% off all token costs. This works best for offline pipelines where latency requirements are flexible.
Monthly cost projections
| Monthly volume | Cost per call | Standard monthly | Cached monthly | You save with caching |
|---|---|---|---|---|
| 10,000 calls | $0.0975 | $975 | $907.5 | $67.5 |
| 50,000 calls | $0.0975 | $4,875 | $4,537.5 | $337.5 |
| 100,000 calls | $0.0975 | $9,750 | $9,075 | $675 |
| 500,000 calls | $0.0975 | $48,750 | $45,375 | $3,375 |
| 1,000,000 calls | $0.0975 | $97,500 | $90,750 | $6,750 |
GPT 5.4 quality benchmarks for api generation
GPT 5.4 is a solid pick for api generation
Scores 84/100 (rank #4 of 14). Good balance of quality and cost for api generation.
Top-ranked: Claude Fable 5 (96/100) at $0.3300/call
Performance across all task types
GPT 5.4 scores by task type. API Generation highlighted.
| Task type | Confidence score | Rank out of 14 |
|---|---|---|
| Summarization | 91/100 | #1 |
| Q&A | 91/100 | #1 |
| Extraction | 89/100 | #1 |
| Classification | 88/100 | #1 |
| Code Generation(current page) | 84/100 | #4 |
| Code Review | 82/100 | #5 |
| Reasoning | 80/100 | #5 |
| Creative Writing | 78/100 | #5 |
Alternative models for api generation
8 models score 80+ on api generation benchmarks, sorted by input rate. Cheapest: Claude Sonnet 5 (32% less, 93/100 quality).
| Model | Provider | Input $/MTok | Output $/MTok | Quality | Per call | vs GPT |
|---|---|---|---|---|---|---|
| Claude Sonnet 5 | Claude | $2.00 | $10.00 | 93/100 | $0.0660 | 32% cheaper |
| Gemini 3.1 Pro | Gemini | $2.00 | $12.00 | 86/100 | $0.0780 | 20% cheaper |
| GPT 5.6 Terra | GPT | $2.50 | $15.00 | 86/100 | $0.0975 | same cost |
| Claude Sonnet 4.6 | Claude | $3.00 | $15.00 | 92/100 | $0.0990 | 2% more |
| Claude Opus 4.8 | Claude | $5.00 | $25.00 | 95/100 | $0.1650 | 69% more |
| GPT 5.5 | GPT | $5.00 | $30.00 | 91/100 | $0.1950 | 100% more |
| GPT 5.6 Sol | GPT | $5.00 | $30.00 | 94/100 | $0.1950 | 100% more |
| Claude Fable 5 | Claude | $10.00 | $50.00 | 96/100 | $0.3300 | 238% more |
About GPT 5.4
Provider
GPT
Tier
Mid-tier
Context
128K tokens
Released
Mar 2026
Other models from GPT
| Model | Tier | Input $/MTok | Output $/MTok | Context |
|---|---|---|---|---|
| GPT 5.5 | Flagship | $5.00 | $30.00 | 128K |
| GPT 5.6 Sol | Flagship | $5.00 | $30.00 | 1,000K |
| GPT 5.6 Terra | Mid-tier | $2.50 | $15.00 | 1,000K |
| GPT 5.6 Luna | Fast / Budget | $1.00 | $6.00 | 1,000K |
You can compare GPT 5.4 head-to-head against any other model on our model comparison pages, or track how pricing has changed over time on the pricing history tracker.
GPT 5.4 pricing for other use cases
See how GPT 5.4 costs change across different workload types.
Code Generation
$0.0650/call
Unit Test Generation
$0.0825/call
SQL Generation
$0.0187/call
Code Refactoring
$0.0700/call
Code Review
$0.0425/call
PR Review
$0.0650/call
Security Review
$0.0525/call
Bug Detection
$0.0425/call
Document Summarization
$0.0400/call
PDF Summarization
$0.0600/call
Meeting Notes
$0.0500/call
Email Summarization
$0.0150/call
Chatbot
$0.0200/call
RAG Pipeline
$0.0375/call
Customer Support Bot
$0.0225/call
FAQ Bot
$0.0158/call
Data Extraction
$0.0250/call
JSON Extraction
$0.0195/call
Invoice Parsing
$0.0140/call
Resume Parsing
$0.0183/call
Chain of Thought
$0.0825/call
Legal Analysis
$0.0850/call
Math Reasoning
$0.0488/call
Financial Analysis
$0.0800/call
Content Moderation
$0.002750/call
Sentiment Analysis
$0.002750/call
Categorization
$0.004250/call
Intent Detection
$0.002250/call
Copywriting
$0.0313/call
Blog Writing
$0.1225/call
Marketing Copy
$0.0470/call
Product Descriptions
$0.0238/call
Related pages
Frequently asked questions
How much does GPT 5.4 cost for api generation per API call?
$0.0975 per call at 3,000 input / 6,000 output tokens.
Is GPT 5.4 the best model for api generation?
Scores 84/100, rank #4 of 14 models. Top-ranked: Claude Fable 5 at 96/100.
What is the cheapest model for api generation with good quality?
Claude Sonnet 5 scores 93/100 quality at $2.00/$10.00 per MTok. That is 32% less than GPT 5.4 per call.
How can I reduce my GPT 5.4 costs for api generation?
Three strategies: prompt caching (90% off input), batch API (50% off all tokens), prompt optimization. Combined: $0.0975 drops to about $0.004875 per call.
How does GPT 5.4 pricing compare to other GPT models?
GPT also offers: GPT 5.5 at $5.00/$30.00, GPT 5.6 Sol at $5.00/$30.00, GPT 5.6 Terra at $2.50/$15.00, GPT 5.6 Luna at $1.00/$6.00.
What context window does GPT 5.4 support?
128K tokens total. Typical api generation calls use 3,000 plus 6,000 tokens, well within limits.
Track what you spend on AI
This calculator estimates costs based on published rates only. Connect your API usage to see where your money goes and which models drive your spend.