GPT-5.4 Thinking Cost for 100K-Token Creative Script Workflows

Complete Analysis: 108,000 tokens for GPT-5.4 Thinking
⚡ 20% Cached

Complete analysis of pricing, performance, and use cases for OpenAI's GPT-5.4 Thinking model with 20% Cached.

⚡ Caching Optimized (up to 90% savings) 📊 Batch API
$0.162500 (rounded ~ $0.16) Total Cost
108,000 Total Tokens
4 minutes, 49.08 seconds Processing Time
374 Effective Tokens/Sec

Click Recalculate to update after making changes

Select AI Model

GPT-5.4 Thinking
OpenAIMax Context: 1,024,000 tokens
$2.5 / $15 per 1M tokens (Standard)
State-dependent pricing active. Current tier: Standard
▼
▼
Use Batch API (50% discount)
20%
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

$0.162500 Total Cost
$0.100000 Input Cost
$0.060000 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
108,000Total Tokens
$0.001505Cost per 1K
664,615Tokens per $
🔄 Cliff Pricing Active: Using Standard pricing (standard) based on token volume.
📊 Advanced Cost Breakdown

Processing Speed

4m 49s Processing Time
400 Tokens/Second
220ms Time to First Token
374 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 Thinking OpenAI 1024000

$0.162500 (rounded ~ $0.16)
Total Cost
⚡ 20% 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) $0.185000 (rounded ~ $0.19) Input: $0.125000 (rounded ~ $0.13)
Output: $0.060000
Optimized Cost $0.162500 (rounded ~ $0.16) Input: $0.125000 (rounded ~ $0.13)
Output: $0.060000
Unit: $0.000000
Fees: $0.000000
Total Savings $0.022500 (rounded ~ $0.02) 12.2% discount

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 100,000 input tokens and 8,000 output tokens:

  • Input Cost: $0.125000 (rounded ~ $0.13)
  • Output Cost: $0.060000
  • Total Cost: $0.162500 (rounded ~ $0.16)
  • Cost per 1K tokens: $0.001505
  • Tokens per dollar: 664,615 tokens
  • Context Window: 1024000 tokens

Speed & Performance Analysis

With a processing speed of 400 tokens per second and 220ms time to first token:

  • Processing Time: 4 minutes, 49.08 seconds
  • Latency: 220 milliseconds to first token
  • Base Throughput: 400 tokens/second
  • Effective Throughput: 374 tokens/second (temperature-adjusted)

Best Use Cases

Ideal for complexlong-form creative writing that requires deep narrative reasoning and high logical consistency.

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✨ Market Recommendations AI Model Registry

← Back to GPT-5.4 Thinking
📋 Active Input Parameters
Input Tokens: 100,000
Output Tokens: 8,000
Batch API: Enabled (50% discount)
Cached Tokens: 20%
Tools: Enabled
Rank AI Model & Provider Total Cost vs GPT-5.4 Thinking
🏆 Mistral Small 3
Mistral AI
 $0.002650 Best Value ↓ 98.4% cheaper
🥈 Gemini 3.1 Flash Lite
Google
 $0.008125 (rounded ~ $0.01) ↓ 95% cheaper
🥉 Gemini 3.5 Flash-Lite
Google
 $0.011150 (rounded ~ $0.01) ↓ 93.1% cheaper
#4 Gemini 2.5 Flash
Google
 $0.011150 (rounded ~ $0.01) ↓ 93.1% cheaper
#5 Mistral Large 3
Mistral AI
 $0.013250 (rounded ~ $0.01) ↓ 91.8% cheaper
#6 Gemini 3.8 Flash
Google
 $0.022875 (rounded ~ $0.02) ↓ 85.9% cheaper
#7 GPT-5.4 mini
OpenAI
 $0.024375 (rounded ~ $0.02) ↓ 85% cheaper
#8 o4-mini Deep Research
OpenAI
 $0.028500 (rounded ~ $0.03) ↓ 82.5% cheaper
#9 Claude Haiku 4.5
Anthropic
 $0.030500 ↓ 81.2% cheaper
#10 o4-mini
OpenAI
 $0.031350 (rounded ~ $0.03) ↓ 80.7% cheaper
#11 Gemini 3.1 Flash
Google
 $0.032500 (rounded ~ $0.03) ↓ 80% cheaper
#12 GPT-5.6 Luna
OpenAI
 $0.032500 (rounded ~ $0.03) ↓ 80% cheaper
#13 Gemini 3.6 Flash
Google
 $0.045750 (rounded ~ $0.05) ↓ 71.8% cheaper
#14 Gemini 3.5 Flash
Google
 $0.048750 (rounded ~ $0.05) ↓ 70% cheaper
#15 Claude Sonnet 5
Anthropic
 $0.061000 (rounded ~ $0.06) ↓ 62.5% cheaper
#16 GPT-5.3 Codex Spark
OpenAI
 $0.063875 (rounded ~ $0.06) ↓ 60.7% cheaper
#17 GPT-5.3 Instant
OpenAI
 $0.063875 (rounded ~ $0.06) ↓ 60.7% cheaper
#18 GPT-5.6 Terra
OpenAI
 $0.081250 (rounded ~ $0.08) ↓ 50% cheaper
#19 Gemini 2.5 Pro
Google
 $0.091250 (rounded ~ $0.09) ↓ 43.8% cheaper
#20 Claude Sonnet 4.6
Anthropic
 $0.091500 (rounded ~ $0.09) ↓ 43.7% cheaper
#21 Grok 4.3
xAI
 $0.098000 (rounded ~ $0.10) ↓ 39.7% cheaper
#22 Grok 4.20 Beta
xAI
 $0.098000 (rounded ~ $0.10) ↓ 39.7% cheaper
#23 Gemini 3.1 Pro
Google
 $0.130000 ↓ 20% cheaper
#24 Claude Opus 4.7
Anthropic
 $0.152500 (rounded ~ $0.15) ↓ 6.2% cheaper
#25 Claude Opus 5
Anthropic
 $0.152500 (rounded ~ $0.15) ↓ 6.2% cheaper
#26 Claude Opus 4.8
Anthropic
 $0.152500 (rounded ~ $0.15) ↓ 6.2% cheaper
#27 Claude Opus 4.6
Anthropic
 $0.152500 (rounded ~ $0.15) ↓ 6.2% cheaper
#28 GPT-5.4
OpenAI
 $0.162500 (rounded ~ $0.16) Same price
#29 GPT-5.5 Instant
OpenAI
 $0.162500 (rounded ~ $0.16) Same price
#30 GPT-5.6 Sol
OpenAI
 $0.162500 (rounded ~ $0.16) Same price
#31 o3 Deep Research
OpenAI
 $0.285000 (rounded ~ $0.29) ↑ 75.4% more
#32 Claude Fable 5.1
Anthropic
 $0.301250 (rounded ~ $0.30) ↑ 85.4% more
#33 Claude Mythos 5.1
Anthropic
 $0.301250 (rounded ~ $0.30) ↑ 85.4% more
#34 Claude Fable 5
Anthropic
 $0.305000 (rounded ~ $0.31) ↑ 87.7% more
#35 Claude Mythos 5
Anthropic
 $0.305000 (rounded ~ $0.31) ↑ 87.7% more
#36 GPT-5.5
OpenAI
 $0.325000 (rounded ~ $0.33) ↑ 100% more
#37 o3 Pro
OpenAI
 $0.570000 ↑ 250.8% more
#38 GPT-6 Astra
OpenAI
 $0.610000 ↑ 275.4% more
#39 GPT-5.2 Pro
OpenAI
 $0.766500 (rounded ~ $0.77) ↑ 371.7% more
#40 GPT-5.2 Pro
OpenAI
 $0.766500 (rounded ~ $0.77) ↑ 371.7% more
🏆

Mistral Small 3
Mistral AI

$0.002650
vs GPT-5.4 Thinking: ↓ 98.4%
🥈

Gemini 3.1 Flash Lite
Google

$0.008125 (rounded ~ $0.01)
vs GPT-5.4 Thinking: ↓ 95%
🥉

Gemini 3.5 Flash-Lite
Google

$0.011150 (rounded ~ $0.01)
vs GPT-5.4 Thinking: ↓ 93.1%
#4

Gemini 2.5 Flash
Google

$0.011150 (rounded ~ $0.01)
vs GPT-5.4 Thinking: ↓ 93.1%
#5

Mistral Large 3
Mistral AI

$0.013250 (rounded ~ $0.01)
vs GPT-5.4 Thinking: ↓ 91.8%
#6

Gemini 3.8 Flash
Google

$0.022875 (rounded ~ $0.02)
vs GPT-5.4 Thinking: ↓ 85.9%
#7

GPT-5.4 mini
OpenAI

$0.024375 (rounded ~ $0.02)
vs GPT-5.4 Thinking: ↓ 85%
#8

o4-mini Deep Research
OpenAI

$0.028500 (rounded ~ $0.03)
vs GPT-5.4 Thinking: ↓ 82.5%
#9

Claude Haiku 4.5
Anthropic

$0.030500
vs GPT-5.4 Thinking: ↓ 81.2%
#10

o4-mini
OpenAI

$0.031350 (rounded ~ $0.03)
vs GPT-5.4 Thinking: ↓ 80.7%
#11

Gemini 3.1 Flash
Google

$0.032500 (rounded ~ $0.03)
vs GPT-5.4 Thinking: ↓ 80%
#12

GPT-5.6 Luna
OpenAI

$0.032500 (rounded ~ $0.03)
vs GPT-5.4 Thinking: ↓ 80%
#13

Gemini 3.6 Flash
Google

$0.045750 (rounded ~ $0.05)
vs GPT-5.4 Thinking: ↓ 71.8%
#14

Gemini 3.5 Flash
Google

$0.048750 (rounded ~ $0.05)
vs GPT-5.4 Thinking: ↓ 70%
#15

Claude Sonnet 5
Anthropic

$0.061000 (rounded ~ $0.06)
vs GPT-5.4 Thinking: ↓ 62.5%
#16

GPT-5.3 Codex Spark
OpenAI

$0.063875 (rounded ~ $0.06)
vs GPT-5.4 Thinking: ↓ 60.7%
#17

GPT-5.3 Instant
OpenAI

$0.063875 (rounded ~ $0.06)
vs GPT-5.4 Thinking: ↓ 60.7%
#18

GPT-5.6 Terra
OpenAI

$0.081250 (rounded ~ $0.08)
vs GPT-5.4 Thinking: ↓ 50%
#19

Gemini 2.5 Pro
Google

$0.091250 (rounded ~ $0.09)
vs GPT-5.4 Thinking: ↓ 43.8%
#20

Claude Sonnet 4.6
Anthropic

$0.091500 (rounded ~ $0.09)
vs GPT-5.4 Thinking: ↓ 43.7%
#21

Grok 4.3
xAI

$0.098000 (rounded ~ $0.10)
vs GPT-5.4 Thinking: ↓ 39.7%
#22

Grok 4.20 Beta
xAI

$0.098000 (rounded ~ $0.10)
vs GPT-5.4 Thinking: ↓ 39.7%
#23

Gemini 3.1 Pro
Google

$0.130000
vs GPT-5.4 Thinking: ↓ 20%
#24

Claude Opus 4.7
Anthropic

$0.152500 (rounded ~ $0.15)
vs GPT-5.4 Thinking: ↓ 6.2%
#25

Claude Opus 5
Anthropic

$0.152500 (rounded ~ $0.15)
vs GPT-5.4 Thinking: ↓ 6.2%
#26

Claude Opus 4.8
Anthropic

$0.152500 (rounded ~ $0.15)
vs GPT-5.4 Thinking: ↓ 6.2%
#27

Claude Opus 4.6
Anthropic

$0.152500 (rounded ~ $0.15)
vs GPT-5.4 Thinking: ↓ 6.2%
#28

GPT-5.4
OpenAI

$0.162500 (rounded ~ $0.16)
vs GPT-5.4 Thinking: Same
#29

GPT-5.5 Instant
OpenAI

$0.162500 (rounded ~ $0.16)
vs GPT-5.4 Thinking: Same
#30

GPT-5.6 Sol
OpenAI

$0.162500 (rounded ~ $0.16)
vs GPT-5.4 Thinking: Same
#31

o3 Deep Research
OpenAI

$0.285000 (rounded ~ $0.29)
vs GPT-5.4 Thinking: ↑ 75.4%
#32

Claude Fable 5.1
Anthropic

$0.301250 (rounded ~ $0.30)
vs GPT-5.4 Thinking: ↑ 85.4%
#33

Claude Mythos 5.1
Anthropic

$0.301250 (rounded ~ $0.30)
vs GPT-5.4 Thinking: ↑ 85.4%
#34

Claude Fable 5
Anthropic

$0.305000 (rounded ~ $0.31)
vs GPT-5.4 Thinking: ↑ 87.7%
#35

Claude Mythos 5
Anthropic

$0.305000 (rounded ~ $0.31)
vs GPT-5.4 Thinking: ↑ 87.7%
#36

GPT-5.5
OpenAI

$0.325000 (rounded ~ $0.33)
vs GPT-5.4 Thinking: ↑ 100%
#37

o3 Pro
OpenAI

$0.570000
vs GPT-5.4 Thinking: ↑ 250.8%
#38

GPT-6 Astra
OpenAI

$0.610000
vs GPT-5.4 Thinking: ↑ 275.4%
#39

GPT-5.2 Pro
OpenAI

$0.766500 (rounded ~ $0.77)
vs GPT-5.4 Thinking: ↑ 371.7%
#40

GPT-5.2 Pro
OpenAI

$0.766500 (rounded ~ $0.77)
vs GPT-5.4 Thinking: ↑ 371.7%
✨ 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.

Optimizing Creative Scripting with Advanced Reasoning

For financial analysts and producers managing high-volume video content, the shift from basic text generation to structured, long-form scriptwriting requires models that can maintain narrative consistency over thousands of tokens. GPT-5.4 Thinking stands out as a specialized tool for this specific workload. By leveraging its reasoning capabilities, the model can effectively map out complex character arcs, maintain tone, and handle iterative feedback without losing the original narrative thread.

Unlike standard text models that might prioritize speed at the expense of coherence, GPT-5.4 Thinking utilizes its reasoning layer to validate logical consistency throughout the script. This is particularly valuable for long-form video production where plot holes or inconsistent character motivations can necessitate expensive reshoots or heavy editing during post-production. For teams producing multiple scripts per week, this pre-production validation acts as a form of insurance, reducing the need for manual oversight and multi-pass revisions.

Decision-makers should consider this model when the script’s quality hinges on complex structural planning and nuanced dialogue rather than simple, boilerplate content. While the processing time for reasoning might be slightly higher than non-reasoning counterparts, the downstream efficiency gained from fewer required revisions often justifies the investment. It is the ideal fit for creators who need a reliable, high-level writing partner that treats script development as a multi-step design process rather than a single-shot generation task.

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.

Related model pricing

GPT-5.4 Thinking currently costs $2.50 / $15.00 per 1M tokens. These are the models worth pricing against it, taken live from the tracked registry.

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