tokevenGPT · Mid-tier · 128K context window
GPT 5.4 pricing for data extraction
$0.0250 per call at 4,000 input / 1,000 output tokens.
Per call
$0.0250
10K calls/mo
$250
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 data extraction 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=1000,
messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0250 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 data extraction benchmarks. Hover for details.
Cheapest viable option: Gemini 3.5 Flash-Lite at $0.002500/call (90% less, 83/100 quality).
Complete GPT 5.4 pricing breakdown
Standard token rates
| Direction | $/MTok | Tokens per call |
|---|---|---|
| Input | $2.50 | 4,000 |
| Output | $15.00 | 1,000 |
Prompt caching: 90% off input tokens
Caching drops input cost from $2.50 to $0.25/MTok. For repeated system prompts, that saves $0.009000 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 | $0.0250 | $250 | $160 | $90 |
| 50,000 calls | $0.0250 | $1,250 | $800 | $450 |
| 100,000 calls | $0.0250 | $2,500 | $1,600 | $900 |
| 500,000 calls | $0.0250 | $12,500 | $8,000 | $4,500 |
| 1,000,000 calls | $0.0250 | $25,000 | $16,000 | $9,000 |
GPT 5.4 quality benchmarks for data extraction
GPT 5.4 is a solid pick for data extraction
Scores 89/100 (rank #1 of 14). Good balance of quality and cost for data extraction.
Top-ranked: GPT 5.6 Terra (90/100) at $0.0250/call
Performance across all task types
GPT 5.4 scores by task type. Data Extraction highlighted.
| Task type | Confidence score | Rank out of 14 |
|---|---|---|
| Summarization | 91/100 | #1 |
| Q&A | 91/100 | #1 |
| Extraction(current page) | 89/100 | #1 |
| Classification | 88/100 | #1 |
| Code Generation | 84/100 | #4 |
| Code Review | 82/100 | #5 |
| Reasoning | 80/100 | #5 |
| Creative Writing | 78/100 | #5 |
Alternative models for data extraction
13 models score 80+ on data extraction benchmarks, sorted by input rate. Cheapest: Gemini 3.5 Flash-Lite (90% less, 83/100 quality).
| Model | Provider | Input $/MTok | Output $/MTok | Quality | Per call | vs GPT |
|---|---|---|---|---|---|---|
| Gemini 3.5 Flash-Lite | Gemini | $0.25 | $1.50 | 83/100 | $0.002500 | 90% cheaper |
| Gemini 3 Flash | Gemini | $0.50 | $3.00 | 86/100 | $0.005000 | 80% cheaper |
| Claude Haiku 4.5 | Claude | $1.00 | $5.00 | 88/100 | $0.009000 | 64% cheaper |
| GPT 5.6 Luna | GPT | $1.00 | $6.00 | 89/100 | $0.0100 | 60% cheaper |
| Gemini 3.5 Flash | Gemini | $1.50 | $9.00 | 90/100 | $0.0150 | 40% cheaper |
| Claude Sonnet 5 | Claude | $2.00 | $10.00 | 88/100 | $0.0180 | 28% cheaper |
| Gemini 3.1 Pro | Gemini | $2.00 | $12.00 | 85/100 | $0.0200 | 20% cheaper |
| GPT 5.6 Terra | GPT | $2.50 | $15.00 | 90/100 | $0.0250 | same cost |
| Claude Sonnet 4.6 | Claude | $3.00 | $15.00 | 86/100 | $0.0270 | 8% more |
| Claude Opus 4.8 | Claude | $5.00 | $25.00 | 82/100 | $0.0450 | 80% more |
| GPT 5.5 | GPT | $5.00 | $30.00 | 87/100 | $0.0500 | 100% more |
| GPT 5.6 Sol | GPT | $5.00 | $30.00 | 88/100 | $0.0500 | 100% more |
| Claude Fable 5 | Claude | $10.00 | $50.00 | 85/100 | $0.0900 | 260% 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
API Generation
$0.0975/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
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 data extraction per API call?
$0.0250 per call at 4,000 input / 1,000 output tokens.
Is GPT 5.4 the best model for data extraction?
Scores 89/100, rank #1 of 14 models. Top-ranked: GPT 5.6 Terra at 90/100.
What is the cheapest model for data extraction with good quality?
Gemini 3.5 Flash-Lite scores 83/100 quality at $0.25/$1.50 per MTok. That is 90% less than GPT 5.4 per call.
How can I reduce my GPT 5.4 costs for data extraction?
Three strategies: prompt caching (90% off input), batch API (50% off all tokens), prompt optimization. Combined: $0.0250 drops to about $0.001250 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 data extraction calls use 4,000 plus 1,000 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.