GPT-5.4 vs Claude Opus 4.6 for Legal Contract Review Cost

GPT-5.4 Pro vs Claude Opus 4.6
Complete Comparison: 150,000 input tokens × 10,000 output tokens
Comparison Mode

Complete comparison of pricing, performance, and capabilities for 2 leading AI models .

📊 Batch API
Comparison Criteria GPT-5.4 Pro
OpenAI
Claude Opus 4.6
Anthropic
Calculation Results (Current Inputs)
Input Tokens 150,000 150,000
Output Tokens 10,000 10,000
Cost Breakdown
Input Cost $2.250000Worst $0.187500 (rounded ~ $0.19)Best
Output Cost $0.900000Worst $0.062500 (rounded ~ $0.06)Best
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $3.150000 Most Expensive $0.250000 Best Value
Processing Time 7 minutes, 41.89 seconds Fastest 9 minutes, 37.32 seconds Slowest
Tokens per Second 350Fastest 280Slowest
Time to First Token 250ms Best 380ms Worst
Cost per 1K tokens $0.019688Worst $0.001563Best
Tokens per Dollar 50,794Worst Value 640,000Best Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $15.000000Worst $1.250000Best
Output Cost / 1M (Base) $90.000000Worst $6.250000Best
Input Cost / 1M (Optimized) $7.500000Worst
Optimizations: 50.0% batch
$0.625000 (rounded ~ $0.63)Best
Optimizations: 50.0% batch
Output Cost / 1M (Optimized) $45.000000Worst
Optimizations: 50.0% batch
$3.125000 (rounded ~ $3.13)Best
Optimizations: 50.0% batch
Capabilities & Advanced Features
Images Support ✓ Supported ✓ Supported
Caching Support ✓ Supported ✓ Supported
Batch API Support ✓ Supported ✓ Supported
Tool Usage Support ✓ Supported ✓ Supported
Scroll horizontally to see all data

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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.

Calculate Token Costs

$3.150000 Total Cost
$2.250000 Input Cost
$0.900000 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
160,000Total Tokens
$0.019688Cost per 1K
50,794Tokens per $
🔄 Cliff Pricing Active: Using Standard pricing (standard) based on token volume.
📊 Advanced Cost Breakdown

Processing Speed

7m 41s 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
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
📊 Multiple Models Detected: This page contains data for 2 models. See the detailed comparison table above, and switch between models using tabs below.

GPT-5.4 Pro OpenAI 1024000

$3.150000
Total Cost
📊 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) $3.150000 Input: $2.250000
Output: $0.900000
Optimized Cost $3.150000 Input: $2.250000
Output: $0.900000
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 150,000 input tokens and 10,000 output tokens:

  • Input Cost: $2.250000
  • Output Cost: $0.900000
  • Total Cost: $3.150000
  • Cost per 1K tokens: $0.019688
  • Tokens per dollar: 50,794 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: 7 minutes, 41.89 seconds
  • Latency: 250 milliseconds to first token
  • Base Throughput: 350 tokens/second
  • Effective Throughput: 347 tokens/second (temperature-adjusted)

Best Use Cases

Legal ReviewContract AnalysisDue Diligence

Want this applied to YOUR actual stack?

This calculator shows the math for GPT-5.4 Pro. Your decision needs more — current infrastructure, compliance requirements, actual workload patterns, volume tiers — that change which model is right for you.

Get a $39 personalized AI Architecture Audit. PDF tailored to your stack, delivered in under 60 seconds. 7-day no-questions-asked refund.

Get my instant AI audit — $39 →

Claude Opus 4.6 Anthropic 1000000

$0.250000
Total Cost
📊 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) $0.250000 Input: $0.187500 (rounded ~ $0.19)
Output: $0.062500 (rounded ~ $0.06)
Optimized Cost $0.250000 Input: $0.187500 (rounded ~ $0.19)
Output: $0.062500 (rounded ~ $0.06)
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

For 150,000 input tokens and 10,000 output tokens:

  • Input Cost: $0.187500 (rounded ~ $0.19)
  • Output Cost: $0.062500 (rounded ~ $0.06)
  • Total Cost: $0.250000
  • Cost per 1K tokens: $0.001563
  • Tokens per dollar: 640,000 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 280 tokens per second and 380ms time to first token:

  • Processing Time: 9 minutes, 37.32 seconds
  • Latency: 380 milliseconds to first token
  • Base Throughput: 280 tokens/second
  • Effective Throughput: 277 tokens/second (temperature-adjusted)

Best Use Cases

Legal ReviewContract AnalysisDue Diligence

Want this applied to YOUR actual stack?

This calculator shows the math for Claude Opus 4.6. Your decision needs more — current infrastructure, compliance requirements, actual workload patterns, volume tiers — that change which model is right for you.

Get a $39 personalized AI Architecture Audit. PDF tailored to your stack, delivered in under 60 seconds. 7-day no-questions-asked refund.

Get my instant AI audit — $39 →

✨ Market Recommendations AI Model Registry

← Back to GPT-5.4 Pro
📋 Active Input Parameters
Input Tokens: 150,000
Output Tokens: 10,000
Batch API: Enabled (50% discount)
Tools: Enabled
Rank AI Model & Provider Total Cost vs GPT-5.4 Pro vs Claude Opus 4.6
🏆 Grok Code Fast 1
xAI
 $0.011250 (rounded ~ $0.01) Best Value ↓ 99.6% cheaper ↓ 95.5% cheaper
🥈 Gemini 3.1 Flash Lite
Google
 $0.013125 (rounded ~ $0.01) ↓ 99.6% cheaper ↓ 94.8% cheaper
🥉 Gemini 2.5 Flash
Google
 $0.017500 (rounded ~ $0.02) ↓ 99.4% cheaper ↓ 93% cheaper
#4 Mistral Large 3
Mistral AI
 $0.022500 (rounded ~ $0.02) ↓ 99.3% cheaper ↓ 91% cheaper
#5 Llama 4 Maverick (400B)
Meta AI
 $0.028500 (rounded ~ $0.03) ↓ 99.1% cheaper ↓ 88.6% cheaper
#6 GPT-5.4 mini
OpenAI
 $0.039375 ↓ 98.8% cheaper ↓ 84.3% cheaper
#7 Claude Haiku 4.5
Anthropic
 $0.050000 ↓ 98.4% cheaper ↓ 80% cheaper
#8 o4-mini
OpenAI
 $0.052250 (rounded ~ $0.05) ↓ 98.3% cheaper ↓ 79.1% cheaper
#9 Gemini 3.1 Flash
Google
 $0.052500 (rounded ~ $0.05) ↓ 98.3% cheaper ↓ 79% cheaper
#10 Grok 4.3
xAI
 $0.053125 (rounded ~ $0.05) ↓ 98.3% cheaper ↓ 78.8% cheaper
#11 Gemini 3.5 Flash
Google
 $0.078750 (rounded ~ $0.08) ↓ 97.5% cheaper ↓ 68.5% cheaper
#12 Grok 4.20 Beta
xAI
 $0.090000 ↓ 97.1% cheaper ↓ 64% cheaper
#13 GPT-5.3 Codex Spark
OpenAI
 $0.100625 ↓ 96.8% cheaper ↓ 59.8% cheaper
#14 Gemini 2.5 Pro
Google
 $0.143750 (rounded ~ $0.14) ↓ 95.4% cheaper ↓ 42.5% cheaper
#15 Claude Sonnet 4.6
Anthropic
 $0.150000 ↓ 95.2% cheaper ↓ 40% cheaper
#16 Gemini 3.1 Pro
Google
 $0.210000 ↓ 93.3% cheaper ↓ 16% cheaper
#17 Claude Opus 4.7
Anthropic
 $0.250000 ↓ 92.1% cheaper Same price
#18 Claude Opus 4.8
Anthropic
 $0.250000 ↓ 92.1% cheaper Same price
#19 Claude Opus 4.6
Anthropic
 $0.250000 ↓ 92.1% cheaper Same price
#20 GPT-5.4
OpenAI
 $0.262500 (rounded ~ $0.26) ↓ 91.7% cheaper ↑ 5% more
#21 GPT-5.4 Thinking
OpenAI
 $0.262500 (rounded ~ $0.26) ↓ 91.7% cheaper ↑ 5% more
#22 GPT-5.5 Instant
OpenAI
 $0.262500 (rounded ~ $0.26) ↓ 91.7% cheaper ↑ 5% more
#23 o3 Deep Research
OpenAI
 $0.475000 (rounded ~ $0.48) ↓ 84.9% cheaper ↑ 90% more
#24 GPT-5.5
OpenAI
 $0.525000 (rounded ~ $0.53) ↓ 83.3% cheaper ↑ 110% more
#25 o3 Pro
OpenAI
 $0.950000 ↓ 69.8% cheaper ↑ 280% more
#26 o3 Pro
OpenAI
 $0.950000 ↓ 69.8% cheaper ↑ 280% more
🏆

Grok Code Fast 1
xAI

$0.011250 (rounded ~ $0.01)
vs GPT-5.4 Pro: ↓ 99.6%
vs Claude Opus 4.6: ↓ 95.5%
🥈

Gemini 3.1 Flash Lite
Google

$0.013125 (rounded ~ $0.01)
vs GPT-5.4 Pro: ↓ 99.6%
vs Claude Opus 4.6: ↓ 94.8%
🥉

Gemini 2.5 Flash
Google

$0.017500 (rounded ~ $0.02)
vs GPT-5.4 Pro: ↓ 99.4%
vs Claude Opus 4.6: ↓ 93%
#4

Mistral Large 3
Mistral AI

$0.022500 (rounded ~ $0.02)
vs GPT-5.4 Pro: ↓ 99.3%
vs Claude Opus 4.6: ↓ 91%
#5

Llama 4 Maverick (400B)
Meta AI

$0.028500 (rounded ~ $0.03)
vs GPT-5.4 Pro: ↓ 99.1%
vs Claude Opus 4.6: ↓ 88.6%
#6

GPT-5.4 mini
OpenAI

$0.039375
vs GPT-5.4 Pro: ↓ 98.8%
vs Claude Opus 4.6: ↓ 84.3%
#7

Claude Haiku 4.5
Anthropic

$0.050000
vs GPT-5.4 Pro: ↓ 98.4%
vs Claude Opus 4.6: ↓ 80%
#8

o4-mini
OpenAI

$0.052250 (rounded ~ $0.05)
vs GPT-5.4 Pro: ↓ 98.3%
vs Claude Opus 4.6: ↓ 79.1%
#9

Gemini 3.1 Flash
Google

$0.052500 (rounded ~ $0.05)
vs GPT-5.4 Pro: ↓ 98.3%
vs Claude Opus 4.6: ↓ 79%
#10

Grok 4.3
xAI

$0.053125 (rounded ~ $0.05)
vs GPT-5.4 Pro: ↓ 98.3%
vs Claude Opus 4.6: ↓ 78.8%
#11

Gemini 3.5 Flash
Google

$0.078750 (rounded ~ $0.08)
vs GPT-5.4 Pro: ↓ 97.5%
vs Claude Opus 4.6: ↓ 68.5%
#12

Grok 4.20 Beta
xAI

$0.090000
vs GPT-5.4 Pro: ↓ 97.1%
vs Claude Opus 4.6: ↓ 64%
#13

GPT-5.3 Codex Spark
OpenAI

$0.100625
vs GPT-5.4 Pro: ↓ 96.8%
vs Claude Opus 4.6: ↓ 59.8%
#14

Gemini 2.5 Pro
Google

$0.143750 (rounded ~ $0.14)
vs GPT-5.4 Pro: ↓ 95.4%
vs Claude Opus 4.6: ↓ 42.5%
#15

Claude Sonnet 4.6
Anthropic

$0.150000
vs GPT-5.4 Pro: ↓ 95.2%
vs Claude Opus 4.6: ↓ 40%
#16

Gemini 3.1 Pro
Google

$0.210000
vs GPT-5.4 Pro: ↓ 93.3%
vs Claude Opus 4.6: ↓ 16%
#17

Claude Opus 4.7
Anthropic

$0.250000
vs GPT-5.4 Pro: ↓ 92.1%
vs Claude Opus 4.6: Same
#18

Claude Opus 4.8
Anthropic

$0.250000
vs GPT-5.4 Pro: ↓ 92.1%
vs Claude Opus 4.6: Same
#19

Claude Opus 4.6
Anthropic

$0.250000
vs GPT-5.4 Pro: ↓ 92.1%
vs Claude Opus 4.6: Same
#20

GPT-5.4
OpenAI

$0.262500 (rounded ~ $0.26)
vs GPT-5.4 Pro: ↓ 91.7%
vs Claude Opus 4.6: ↑ 5%
#21

GPT-5.4 Thinking
OpenAI

$0.262500 (rounded ~ $0.26)
vs GPT-5.4 Pro: ↓ 91.7%
vs Claude Opus 4.6: ↑ 5%
#22

GPT-5.5 Instant
OpenAI

$0.262500 (rounded ~ $0.26)
vs GPT-5.4 Pro: ↓ 91.7%
vs Claude Opus 4.6: ↑ 5%
#23

o3 Deep Research
OpenAI

$0.475000 (rounded ~ $0.48)
vs GPT-5.4 Pro: ↓ 84.9%
vs Claude Opus 4.6: ↑ 90%
#24

GPT-5.5
OpenAI

$0.525000 (rounded ~ $0.53)
vs GPT-5.4 Pro: ↓ 83.3%
vs Claude Opus 4.6: ↑ 110%
#25

o3 Pro
OpenAI

$0.950000
vs GPT-5.4 Pro: ↓ 69.8%
vs Claude Opus 4.6: ↑ 280%
#26

o3 Pro
OpenAI

$0.950000
vs GPT-5.4 Pro: ↓ 69.8%
vs Claude Opus 4.6: ↑ 280%
✨ 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.

Elite Document Intelligence Showdown

Compare the cost and accuracy of the two leading frontier models for reviewing 500-page legal contracts. GPT-5.4 excels in clause logic, while Claude 4.6 offers superior long-context coherence.

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 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.