GPT-5.4 Mini Cost for 100,000 Tokens Code Review

Complete Analysis: 104,000 tokens for GPT-5.4 Mini
⚡ 45% Cached

Complete analysis of pricing, performance, and use cases for OpenAI's GPT-5.4 Mini model with 45% Cached.

⚡ Caching Optimized (up to 90% savings) 📊 Batch API
$0.015656 (rounded ~ $0.02) Total Cost
104,000 Total Tokens
3 minutes, 42.74 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)
45%
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

$0.010313 Input Cost
$0.004500 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
104,000Total Tokens
$0.000151Cost per 1K
6,642,715Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

3m 42s 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

$0.015656 (rounded ~ $0.02)
Total Cost
⚡ 45% 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) $0.023250 (rounded ~ $0.02) Input: $0.018750 (rounded ~ $0.02)
Output: $0.004500
Optimized Cost $0.015656 (rounded ~ $0.02) Input: $0.018750 (rounded ~ $0.02)
Output: $0.004500
Unit: $0.000000
Fees: $0.000000
Total Savings $0.007594 (rounded ~ $0.01) 32.7% 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 4,000 output tokens:

  • Input Cost: $0.018750 (rounded ~ $0.02)
  • Output Cost: $0.004500
  • Total Cost: $0.015656 (rounded ~ $0.02)
  • Cost per 1K tokens: $0.000151
  • Tokens per dollar: 6,642,715 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, 42.74 seconds
  • Latency: 180 milliseconds to first token
  • Base Throughput: 500 tokens/second
  • Effective Throughput: 467 tokens/second (temperature-adjusted)

Best Use Cases

Provides strong reasoning and tool-use capabilities for complex text tasks like code analysissuitable for researchers and developers balancing advanced features with cost.

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✨ Market Recommendations AI Model Registry

← Back to GPT-5.4 Mini
📋 Active Input Parameters
Input Tokens: 100,000
Output Tokens: 4,000
Batch API: Enabled (50% discount)
Cached Tokens: 45%
Tools: Enabled
Rank AI Model & Provider Total Cost vs GPT-5.4 Mini
🏆 Mistral Small 3
Mistral AI
$0.001788 Best Value ↓ 88.6% cheaper
🥈 Grok Code Fast 1
xAI
$0.004475 ↓ 71.4% cheaper
🥉 Gemini 3.1 Flash Lite
Google
$0.005219 (rounded ~ $0.01) ↓ 66.7% cheaper
#4 Gemini 2.5 Flash
Google
$0.006963 (rounded ~ $0.01) ↓ 55.5% cheaper
#5 Mistral Large 3
Mistral AI
$0.008938 (rounded ~ $0.01) ↓ 42.9% cheaper
#6 o4-mini Deep Research
OpenAI
$0.018875 (rounded ~ $0.02) ↑ 20.6% more
#7 Claude Haiku 4.5
Anthropic
$0.019875 ↑ 26.9% more
#8 o4-mini
OpenAI
$0.020763 ↑ 32.6% more
#9 Gemini 3.1 Flash
Google
$0.020875 ↑ 33.3% more
#10 Grok 4.3
xAI
$0.021094 (rounded ~ $0.02) ↑ 34.7% more
#11 Gemini 3.5 Flash
Google
$0.031313 (rounded ~ $0.03) ↑ 100% more
#12 Grok 4.20 Beta
xAI
$0.035750 (rounded ~ $0.04) ↑ 128.3% more
#13 GPT-5.3 Codex Spark
OpenAI
$0.040031 ↑ 155.7% more
#14 GPT-5.3 Instant
OpenAI
$0.040031 ↑ 155.7% more
#15 Gemini 2.5 Pro
Google
$0.057188 (rounded ~ $0.06) ↑ 265.3% more
#16 Claude Sonnet 4.6
Anthropic
$0.059625 ↑ 280.8% more
#17 Gemini 3.1 Pro
Google
$0.083500 (rounded ~ $0.08) ↑ 433.3% more
#18 Claude Opus 4.7
Anthropic
$0.099375 ↑ 534.7% more
#19 Claude Opus 4.8
Anthropic
$0.099375 ↑ 534.7% more
#20 Claude Opus 4.6
Anthropic
$0.099375 ↑ 534.7% more
#21 GPT-5.4
OpenAI
$0.104375 (rounded ~ $0.10) ↑ 566.7% more
#22 GPT-5.4 Thinking
OpenAI
$0.104375 (rounded ~ $0.10) ↑ 566.7% more
#23 GPT-5.5 Instant
OpenAI
$0.104375 (rounded ~ $0.10) ↑ 566.7% more
#24 o3 Deep Research
OpenAI
$0.188750 (rounded ~ $0.19) ↑ 1105.6% more
#25 GPT-5.5
OpenAI
$0.208750 (rounded ~ $0.21) ↑ 1233.3% more
#26 o3 Pro
OpenAI
$0.377500 (rounded ~ $0.38) ↑ 2311.2% more
#27 GPT-5.2 Pro
OpenAI
$0.480375 ↑ 2968.3% more
#28 GPT-5.2 Pro
OpenAI
$0.480375 ↑ 2968.3% more
🏆

Mistral Small 3
Mistral AI

$0.001788
vs GPT-5.4 Mini: ↓ 88.6%
🥈

Grok Code Fast 1
xAI

$0.004475
vs GPT-5.4 Mini: ↓ 71.4%
🥉

Gemini 3.1 Flash Lite
Google

$0.005219 (rounded ~ $0.01)
vs GPT-5.4 Mini: ↓ 66.7%
#4

Gemini 2.5 Flash
Google

$0.006963 (rounded ~ $0.01)
vs GPT-5.4 Mini: ↓ 55.5%
#5

Mistral Large 3
Mistral AI

$0.008938 (rounded ~ $0.01)
vs GPT-5.4 Mini: ↓ 42.9%
#6

o4-mini Deep Research
OpenAI

$0.018875 (rounded ~ $0.02)
vs GPT-5.4 Mini: ↑ 20.6%
#7

Claude Haiku 4.5
Anthropic

$0.019875
vs GPT-5.4 Mini: ↑ 26.9%
#8

o4-mini
OpenAI

$0.020763
vs GPT-5.4 Mini: ↑ 32.6%
#9

Gemini 3.1 Flash
Google

$0.020875
vs GPT-5.4 Mini: ↑ 33.3%
#10

Grok 4.3
xAI

$0.021094 (rounded ~ $0.02)
vs GPT-5.4 Mini: ↑ 34.7%
#11

Gemini 3.5 Flash
Google

$0.031313 (rounded ~ $0.03)
vs GPT-5.4 Mini: ↑ 100%
#12

Grok 4.20 Beta
xAI

$0.035750 (rounded ~ $0.04)
vs GPT-5.4 Mini: ↑ 128.3%
#13

GPT-5.3 Codex Spark
OpenAI

$0.040031
vs GPT-5.4 Mini: ↑ 155.7%
#14

GPT-5.3 Instant
OpenAI

$0.040031
vs GPT-5.4 Mini: ↑ 155.7%
#15

Gemini 2.5 Pro
Google

$0.057188 (rounded ~ $0.06)
vs GPT-5.4 Mini: ↑ 265.3%
#16

Claude Sonnet 4.6
Anthropic

$0.059625
vs GPT-5.4 Mini: ↑ 280.8%
#17

Gemini 3.1 Pro
Google

$0.083500 (rounded ~ $0.08)
vs GPT-5.4 Mini: ↑ 433.3%
#18

Claude Opus 4.7
Anthropic

$0.099375
vs GPT-5.4 Mini: ↑ 534.7%
#19

Claude Opus 4.8
Anthropic

$0.099375
vs GPT-5.4 Mini: ↑ 534.7%
#20

Claude Opus 4.6
Anthropic

$0.099375
vs GPT-5.4 Mini: ↑ 534.7%
#21

GPT-5.4
OpenAI

$0.104375 (rounded ~ $0.10)
vs GPT-5.4 Mini: ↑ 566.7%
#22

GPT-5.4 Thinking
OpenAI

$0.104375 (rounded ~ $0.10)
vs GPT-5.4 Mini: ↑ 566.7%
#23

GPT-5.5 Instant
OpenAI

$0.104375 (rounded ~ $0.10)
vs GPT-5.4 Mini: ↑ 566.7%
#24

o3 Deep Research
OpenAI

$0.188750 (rounded ~ $0.19)
vs GPT-5.4 Mini: ↑ 1105.6%
#25

GPT-5.5
OpenAI

$0.208750 (rounded ~ $0.21)
vs GPT-5.4 Mini: ↑ 1233.3%
#26

o3 Pro
OpenAI

$0.377500 (rounded ~ $0.38)
vs GPT-5.4 Mini: ↑ 2311.2%
#27

GPT-5.2 Pro
OpenAI

$0.480375
vs GPT-5.4 Mini: ↑ 2968.3%
#28

GPT-5.2 Pro
OpenAI

$0.480375
vs GPT-5.4 Mini: ↑ 2968.3%
✨ 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.

Evaluating OpenAI’s Value: GPT-5.4 Mini for 100,000 Tokens

This entry examines the cost implications of using OpenAI’s GPT-5.4 Mini for processing approximately 100,000 tokens. This volume is substantial enough for analyzing detailed code reviews, comprehensive documentation, or longer scripts, making it a relevant benchmark for academic researchers and developers building more sophisticated AI tools.

GPT-5.4 Mini: Balanced Performance and Price

GPT-5.4 Mini offers a compelling balance of OpenAI’s advanced capabilities with a more accessible price point compared to its Pro counterparts. It features a generous 400,000 token context window, ensuring that the 100,000 token input is well within its limits. The pricing stands at $0.75 per 1 million input tokens, translating to an estimated cost of $0.075 for processing 100,000 tokens.

This model is equipped with capabilities for text, vision, tools, thinking, and reasoning, making it highly suitable for nuanced code analysis. The ‘thinking’ and ‘reasoning’ attributes are particularly valuable for understanding complex code logic, suggesting improvements, and generating insights beyond simple summarization.

  • Model Name: GPT-5.4 Mini
  • Provider: OpenAI
  • Context Window: 400,000 tokens
  • Pricing (per 1M tokens): $0.75 (input) / $4.50 (output)
  • Estimated Cost for 100K Tokens: ~$0.075
  • Key Capabilities: text, vision, tools, thinking, reasoning

Code Review Assistant Application

For a code review assistant, GPT-5.4 Mini provides a robust foundation. It can analyze code diffs, understand the intent behind changes, identify potential bugs or security vulnerabilities, and even suggest refactoring or optimization strategies. The inclusion of ‘vision’ capabilities could potentially be leveraged if code snippets are part of visual diagrams or UI mockups, though its primary strength remains in text-based code understanding.

The model’s ability to use tools significantly enhances its utility. For code review, this could mean integrating with linters, static analysis tools, or even external documentation lookup services to provide more comprehensive feedback. The 100,000 token input capacity allows for the analysis of substantial code files or multiple related changes within a single request.

Academic researchers and indie developers can leverage GPT-5.4 Mini to build powerful prototypes that mimic professional code review workflows, benefiting from OpenAI’s advanced reasoning and tool-use capabilities without the premium cost of the highest-tier models.

Best Use Cases: Advanced text analysis, code review and generation, intelligent agents requiring reasoning and tool integration, and prototyping complex AI applications on a moderate budget.

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.