GPT-5.4 Pro for HIPAA Compliant Medical Transcription Cost

Complete Analysis: 7,000 tokens for GPT-5.4 Pro
🎧 60min Audio

Complete analysis of pricing, performance, and use cases for OpenAI's GPT-5.4 Pro model with 60min Audio.

📊 Batch API
$0.255000 (rounded ~ 0.26) Total Cost
7,000 Total Tokens
20.00 seconds Processing Time
347 Effective Tokens/Sec

Click Recalculate to update after making changes

Select AI Model

GPT-5.4 Pro
OpenAIMax Context: 1,024,000 tokens
$30 / $180 per 1M tokens (Standard)
State-dependent pricing active. Current tier: Standard
▼
▼
Use Batch API (50% discount)
0%
Provider-specific multipliers applied after all calculations
Enable for cache discounts
Select platform to enforce context limits
Number of requests (max 1M). Summary view auto-enabled >10k.
Will auto-convert to minutes for Voxtral models (9000 tokens = 1 min)
$0.067 per 1,000 pixels

Calculate Token Costs

$0.255000 Total Cost
$0.075000 Input Cost
$0.180000 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
7,000Total Tokens
$0.036429Cost per 1K
27,451Tokens per $
🔄 Cliff Pricing Active: Using Standard pricing (standard) based on token volume.
📊 Advanced Cost Breakdown

Processing Speed

20.38s Processing Time
350 Tokens/Second
250ms Time to First Token
347 Effective Speed

Model Comparison

Select a model to see comparisons with competitors.

Model Information

Select a model to see detailed information.

🔄 Advanced Options

⚡ Optimization
Flat fee per session (e.g., $0.03 for Code Interpreter)
Hourly storage fee for cached data
First 50 hours free, $0.05/hour after
🧠 Reasoning & Thinking
Apply 1.5x multiplier to output tokens (GPT-5.4, Claude 4.6)
Manual thinking tokens (billed at output rate)
🔧 Special Modes
Enable 4x Tunnel Multiplier (applied after markup)
Enable 6.0x Fast Mode multiplier
📚 Research & Citations
Enable $1.00/$4.00 rates + $10.00/1k search
Enable research tier pricing
Fee per source cited
🎤 Realtime Audio & Video
Session length for billing

GPT-5.4 Pro OpenAI 1024000

$0.255000 (rounded ~ 0.26)
Total Cost
🎧 60min Audio 📊 Batch API 🔧 Tools
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✗ Not Available requested
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✓ Available
⚡
Caching
✓ Available
90% savings

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $0.255000 (rounded ~ 0.26) Input: $0.075000 (rounded ~ 0.08)
Output: $0.180000
Optimized Cost $0.255000 (rounded ~ 0.26) Input: $0.075000 (rounded ~ 0.08)
Output: $0.180000
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount
📊 Cliff Pricing
Standard
standard pricing (threshold: 272,000)

Detailed Cost Analysis (from Plugin)

For 5,000 input tokens and 2,000 output tokens:

  • Input Cost: $0.075000 (rounded ~ 0.08)
  • Output Cost: $0.180000
  • Total Cost: $0.255000 (rounded ~ 0.26)
  • Cost per 1K tokens: $0.036429 (rounded ~ 0.04)
  • Tokens per dollar: 27,451 tokens
  • Context Window: 1024000 tokens

Speed & Performance Analysis

With a processing speed of 350 tokens per second and 250ms time to first token:

  • Processing Time: 20.00 seconds
  • Latency: 250 milliseconds to first token
  • Base Throughput: 350 tokens/second
  • Effective Throughput: 347 tokens/second (temperature-adjusted)

Best Use Cases

Medical TranscriptionClinical NotesHealthcare AI

✨ Market Recommendations AI Model Registry

← Back to GPT-5.4 Pro
📋 Active Input Parameters
Input Tokens: 5,000
Output Tokens: 2,000
Batch API: Enabled (50% discount)
Audio: 60 minutes
Tools: Enabled
Rank AI Model & Provider Total Cost vs GPT-5.4 Pro
🏆 Gemini 3.1 Flash Lite
Google
 $0.006410 (rounded ~ 0.01) Best Value ↓ 97.5% cheaper
🥈 Grok 5
xAI
 $0.097650 (rounded ~ 0.10) ↓ 61.7% cheaper
🥉 Grok 5
xAI
 $0.097650 (rounded ~ 0.10) ↓ 61.7% cheaper
🏆

Gemini 3.1 Flash Lite
Google

$0.006410 (rounded ~ 0.01)
vs GPT-5.4 Pro: ↓ 97.5%
🥈

Grok 5
xAI

$0.097650 (rounded ~ 0.10)
vs GPT-5.4 Pro: ↓ 61.7%
🥉

Grok 5
xAI

$0.097650 (rounded ~ 0.10)
vs GPT-5.4 Pro: ↓ 61.7%
✨ How recommendations work (v8.6.0): We scan all active models in the registry and only include those that support ALL your current inputs. For token-based models, we check if they can handle your token counts. For special pricing models (OCR, video, audio), we verify they have the correct pricing structure. Features marked requested were in your inputs but not supported by that model. Now using official provider pricing without reseller markups.

Secure Medical Audio Processing

Calculate the cost of converting 1,000 hours of medical consultation into structured clinical notes. This setup utilizes GPT-5.4 Pro’s native audio reasoning for high-accuracy terminology extraction.

Frequently Asked Questions

How accurate are these AI model cost calculations?
Our calculations are based on official pricing from each provider (Google, OpenAI, Anthropic, Meta, xAI, Perplexity, DeepSeek, Mistral) and are updated regularly. We account for all factors including multimodal inputs, caching discounts, batch API pricing, tool usage multipliers, OCR processing, audio minutes, silence fees, and research mode pricing. Note: Reseller markups and dedicated instance multipliers have been removed to reflect official provider pricing.
How does audio billing work?
Audio models use duration-based billing (minutes) rather than tokens. Voxtral Realtime: $0.006/min, Async: $0.003/min. Silence/keep-alive fees apply for GPT Realtime Mini at $0.30/1M tokens. Diarization adds $0.002/min, context biasing adds $0.01 flat fee.
How do Market Recommendations work (v8.6.0)?
Our recommendation engine scans the entire model registry and only includes models that support ALL your current input parameters (tokens, images, video, audio, OCR, tools, batch API, etc.). It calculates exact costs with your settings and sorts by price, showing you the best value options that can handle your complete workflow. Special pricing models (OCR, video, audio, image generation) are properly handled and only appear when their specific input types are requested. v8.6.0 removes reseller markups (20% buffer) and dedicated instance multipliers to reflect official provider pricing.
What is the YemHub AI Calculator Tool?
The YemHub AI Calculator is the most comprehensive tool for estimating costs and comparing performance metrics across 50+ AI models. It calculates token-based pricing, analyzes multimodal processing, accounts for state-dependent pricing (context cliffs, tiered tunnels), provides optimization recommendations, and now offers intelligent market matching to find the best alternatives for your specific needs.