Monthly Budget: GPT-5.4 mini for 100K-Token Invoice Extractions (10K Volume)

Complete Analysis: 100,200 tokens for GPT-5.4 mini
⚡ 50% Cached

Complete analysis of pricing, performance, and use cases for OpenAI's GPT-5.4 mini model with 50% Cached.

⚡ Caching Optimized (up to 90% savings) 📊 Batch API
$0.010538 Total Cost
100,200 Total Tokens
3 minutes, 34.61 seconds Processing Time
467 Effective Tokens/Sec

Click Recalculate to update after making changes

Select AI Model

GPT-5.4 mini
OpenAIMax Context: 400,000 tokens
$0.75 / $4.5 per 1M tokens
▼
▼
Use Batch API (50% discount)
50%
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.

Calculate Token Costs

$0.010538 Total Cost
$0.009375 Input Cost
$0.000225 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
100,200Total Tokens
$0.000105Cost per 1K
9,508,897Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

3m 34s Processing Time
500 Tokens/Second
180ms Time to First Token
467 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
Manual thinking tokens (billed at output rate)
🔧 Special Modes
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 mini OpenAI

$0.010538
Total Cost
⚡ 50% Cached 📊 Batch API 🔧 Tools
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✗ Not Available
🎥
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) $0.018975 (rounded ~ $0.02) Input: $0.018750 (rounded ~ $0.02)
Output: $0.000225
Optimized Cost $0.010538 Input: $0.018750 (rounded ~ $0.02)
Output: $0.000225
Unit: $0.000000
Fees: $0.000000
Total Savings $0.008438 (rounded ~ $0.01) 44.5% discount

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

For 100,000 input tokens and 200 output tokens:

  • Input Cost: $0.018750 (rounded ~ $0.02)
  • Output Cost: $0.000225
  • Total Cost: $0.010538
  • Cost per 1K tokens: $0.000105
  • Tokens per dollar: 9,508,897 tokens
  • Context Window: 400000 tokens

Speed & Performance Analysis

With a processing speed of 500 tokens per second and 180ms time to first token:

  • Processing Time: 3 minutes, 34.61 seconds
  • Latency: 180 milliseconds to first token
  • Base Throughput: 500 tokens/second
  • Effective Throughput: 467 tokens/second (temperature-adjusted)

Best Use Cases

High-volumestructured data extraction from financial documents and invoices requiring high accuracy and fast response times.

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✨ Market Recommendations AI Model Registry

← Back to GPT-5.4 mini
📋 Active Input Parameters
Input Tokens: 100,000
Output Tokens: 200
Batch API: Enabled (50% discount)
Cached Tokens: 50%
Tools: Enabled
Rank AI Model & Provider Total Cost vs GPT-5.4 mini
🏆 Mistral Small 3
Mistral AI
 $0.001390 Best Value ↓ 86.8% cheaper
🥈 Grok Code Fast 1
xAI
 $0.002825 ↓ 73.2% cheaper
🥉 Gemini 3.1 Flash Lite
Google
 $0.003513 ↓ 66.7% cheaper
#4 Gemini 2.5 Flash
Google
 $0.004250 ↓ 59.7% cheaper
#5 Mistral Large 3
Mistral AI
 $0.006950 (rounded ~ $0.01) ↓ 34% cheaper
#6 o4-mini Deep Research
OpenAI
 $0.013950 (rounded ~ $0.01) ↑ 32.4% more
#7 Claude Haiku 4.5
Anthropic
 $0.014000 (rounded ~ $0.01) ↑ 32.9% more
#8 Gemini 3.1 Flash
Google
 $0.014050 (rounded ~ $0.01) ↑ 33.3% more
#9 o4-mini
OpenAI
 $0.015345 (rounded ~ $0.02) ↑ 45.6% more
#10 Grok 4.3
xAI
 $0.017313 (rounded ~ $0.02) ↑ 64.3% more
#11 Gemini 3.5 Flash
Google
 $0.021075 (rounded ~ $0.02) ↑ 100% more
#12 GPT-5.3 Codex Spark
OpenAI
 $0.024763 (rounded ~ $0.02) ↑ 135% more
#13 GPT-5.3 Instant
OpenAI
 $0.024763 (rounded ~ $0.02) ↑ 135% more
#14 Grok 4.20 Beta
xAI
 $0.027800 (rounded ~ $0.03) ↑ 163.8% more
#15 Gemini 2.5 Pro
Google
 $0.035375 (rounded ~ $0.04) ↑ 235.7% more
#16 Claude Sonnet 4.6
Anthropic
 $0.042000 (rounded ~ $0.04) ↑ 298.6% more
#17 Gemini 3.1 Pro
Google
 $0.056200 (rounded ~ $0.06) ↑ 433.3% more
#18 Claude Opus 4.7
Anthropic
 $0.070000 ↑ 564.3% more
#19 Claude Opus 4.8
Anthropic
 $0.070000 ↑ 564.3% more
#20 Claude Opus 4.6
Anthropic
 $0.070000 ↑ 564.3% more
#21 GPT-5.4
OpenAI
 $0.070250 ↑ 566.7% more
#22 GPT-5.4 Thinking
OpenAI
 $0.070250 ↑ 566.7% more
#23 GPT-5.5 Instant
OpenAI
 $0.070250 ↑ 566.7% more
#24 o3 Deep Research
OpenAI
 $0.139500 ↑ 1223.8% more
#25 GPT-5.5
OpenAI
 $0.140500 ↑ 1233.3% more
#26 o3 Pro
OpenAI
 $0.279000 (rounded ~ $0.28) ↑ 2547.7% more
#27 GPT-5.2 Pro
OpenAI
 $0.297150 (rounded ~ $0.30) ↑ 2719.9% more
#28 GPT-5.2 Pro
OpenAI
 $0.297150 (rounded ~ $0.30) ↑ 2719.9% more
🏆

Mistral Small 3
Mistral AI

$0.001390
vs GPT-5.4 mini: ↓ 86.8%
🥈

Grok Code Fast 1
xAI

$0.002825
vs GPT-5.4 mini: ↓ 73.2%
🥉

Gemini 3.1 Flash Lite
Google

$0.003513
vs GPT-5.4 mini: ↓ 66.7%
#4

Gemini 2.5 Flash
Google

$0.004250
vs GPT-5.4 mini: ↓ 59.7%
#5

Mistral Large 3
Mistral AI

$0.006950 (rounded ~ $0.01)
vs GPT-5.4 mini: ↓ 34%
#6

o4-mini Deep Research
OpenAI

$0.013950 (rounded ~ $0.01)
vs GPT-5.4 mini: ↑ 32.4%
#7

Claude Haiku 4.5
Anthropic

$0.014000 (rounded ~ $0.01)
vs GPT-5.4 mini: ↑ 32.9%
#8

Gemini 3.1 Flash
Google

$0.014050 (rounded ~ $0.01)
vs GPT-5.4 mini: ↑ 33.3%
#9

o4-mini
OpenAI

$0.015345 (rounded ~ $0.02)
vs GPT-5.4 mini: ↑ 45.6%
#10

Grok 4.3
xAI

$0.017313 (rounded ~ $0.02)
vs GPT-5.4 mini: ↑ 64.3%
#11

Gemini 3.5 Flash
Google

$0.021075 (rounded ~ $0.02)
vs GPT-5.4 mini: ↑ 100%
#12

GPT-5.3 Codex Spark
OpenAI

$0.024763 (rounded ~ $0.02)
vs GPT-5.4 mini: ↑ 135%
#13

GPT-5.3 Instant
OpenAI

$0.024763 (rounded ~ $0.02)
vs GPT-5.4 mini: ↑ 135%
#14

Grok 4.20 Beta
xAI

$0.027800 (rounded ~ $0.03)
vs GPT-5.4 mini: ↑ 163.8%
#15

Gemini 2.5 Pro
Google

$0.035375 (rounded ~ $0.04)
vs GPT-5.4 mini: ↑ 235.7%
#16

Claude Sonnet 4.6
Anthropic

$0.042000 (rounded ~ $0.04)
vs GPT-5.4 mini: ↑ 298.6%
#17

Gemini 3.1 Pro
Google

$0.056200 (rounded ~ $0.06)
vs GPT-5.4 mini: ↑ 433.3%
#18

Claude Opus 4.7
Anthropic

$0.070000
vs GPT-5.4 mini: ↑ 564.3%
#19

Claude Opus 4.8
Anthropic

$0.070000
vs GPT-5.4 mini: ↑ 564.3%
#20

Claude Opus 4.6
Anthropic

$0.070000
vs GPT-5.4 mini: ↑ 564.3%
#21

GPT-5.4
OpenAI

$0.070250
vs GPT-5.4 mini: ↑ 566.7%
#22

GPT-5.4 Thinking
OpenAI

$0.070250
vs GPT-5.4 mini: ↑ 566.7%
#23

GPT-5.5 Instant
OpenAI

$0.070250
vs GPT-5.4 mini: ↑ 566.7%
#24

o3 Deep Research
OpenAI

$0.139500
vs GPT-5.4 mini: ↑ 1223.8%
#25

GPT-5.5
OpenAI

$0.140500
vs GPT-5.4 mini: ↑ 1233.3%
#26

o3 Pro
OpenAI

$0.279000 (rounded ~ $0.28)
vs GPT-5.4 mini: ↑ 2547.7%
#27

GPT-5.2 Pro
OpenAI

$0.297150 (rounded ~ $0.30)
vs GPT-5.4 mini: ↑ 2719.9%
#28

GPT-5.2 Pro
OpenAI

$0.297150 (rounded ~ $0.30)
vs GPT-5.4 mini: ↑ 2719.9%
✨ 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.

For teams managing 10,000 monthly invoice extractions, balancing cost and reasoning capability is paramount. GPT-5.4 mini has emerged as the premier choice for this mid-market workload. Its 400K context window provides ample space for analyzing large, multi-page invoices in a single pass, which is a major efficiency improvement over older models that required chunking documents into smaller segments.

GPT-5.4 mini brings many of the frontier capabilities of the larger GPT-5.4 family into a faster, more efficient package. For data extraction, this means better handling of ambiguous fields and complex table structures that often trip up cheaper, smaller models. Its ability to perform function calling and output structured JSON is highly reliable, which is essential for ensuring that extracted invoice data integrates seamlessly into your accounting ERP or database systems.

Beyond cost, the decision to use GPT-5.4 mini is driven by speed and the reduced need for complex engineering workarounds. Because the model is optimized for high-volume API workloads, you spend less engineering time on latency optimization and retries. If your workflow involves agentic steps—such as automatically flagging invoices with missing data or performing validation checks against existing purchase orders—GPT-5.4 mini’s improved reasoning makes it a versatile tool that can handle more than just simple OCR tasks. It is the most robust option for teams that need consistent performance at scale without the premium price of a reasoning-heavy flagship model.

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 prompt caching work?
Caching discounts vary by provider: Google and OpenAI offer 90% discounts on cached input tokens. Anthropic uses write (1.25x) and read (0.10x) multipliers. Savings are applied to the token portion only, not unit-based fees.
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.