Clinical Note Generation: 50,000-Token Batch Processing with Claude Sonnet 5

Complete Analysis: 52,000 tokens for Claude Sonnet 5
⚡ 50% Cached

Complete analysis of pricing, performance, and use cases for Anthropic's Claude Sonnet 5 model with 50% Cached.

⚡ Caching Optimized (up to 90% savings) 📊 Batch API
$0.018750 (rounded ~ $0.02) Total Cost
52,000 Total Tokens
1 minute, 55.48 seconds Processing Time
451 Effective Tokens/Sec

Click Recalculate to update after making changes

Select AI Model

Claude Sonnet 5
AnthropicMax Context: 1,000,000 tokens
$2 / $10 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

$0.018750 Total Cost
$0.012500 Input Cost
$0.005000 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
52,000Total Tokens
$0.000361Cost per 1K
2,773,333Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

1m 55s Processing Time
460 Tokens/Second
195ms Time to First Token
451 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

Claude Sonnet 5 Anthropic 1000000

$0.018750 (rounded ~ $0.02)
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) $0.030000 Input: $0.025000 (rounded ~ $0.03)
Output: $0.005000 (rounded ~ $0.01)
Optimized Cost $0.018750 (rounded ~ $0.02) Input: $0.025000 (rounded ~ $0.03)
Output: $0.005000 (rounded ~ $0.01)
Unit: $0.000000
Fees: $0.000000
Total Savings $0.011250 (rounded ~ $0.01) 37.5% discount

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

For 50,000 input tokens and 2,000 output tokens:

  • Input Cost: $0.025000 (rounded ~ $0.03)
  • Output Cost: $0.005000 (rounded ~ $0.01)
  • Total Cost: $0.018750 (rounded ~ $0.02)
  • Cost per 1K tokens: $0.000361
  • Tokens per dollar: 2,773,333 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 460 tokens per second and 195ms time to first token:

  • Processing Time: 1 minute, 55.48 seconds
  • Latency: 195 milliseconds to first token
  • Base Throughput: 460 tokens/second
  • Effective Throughput: 451 tokens/second (temperature-adjusted)

Best Use Cases

Structured clinical documentation and automated summarization of patient records.

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✨ Market Recommendations AI Model Registry

← Back to Claude Sonnet 5
📋 Active Input Parameters
Input Tokens: 50,000
Output Tokens: 2,000
Batch API: Enabled (50% discount)
Cached Tokens: 50%
Tools: Enabled
Rank AI Model & Provider Total Cost vs Claude Sonnet 5
🏆 Mistral Small 3
Mistral AI
 $0.000838 Best Value ↓ 95.5% cheaper
🥈 Gemini 3.1 Flash Lite
Google
 $0.002469 ↓ 86.8% cheaper
🥉 Gemini 3.5 Flash-Lite
Google
 $0.003313 ↓ 82.3% cheaper
#4 Gemini 2.5 Flash
Google
 $0.003313 ↓ 82.3% cheaper
#5 Mistral Large 3
Mistral AI
 $0.004188 ↓ 77.7% cheaper
#6 Gemini 3.8 Flash
Google
 $0.007031 (rounded ~ $0.01) ↓ 62.5% cheaper
#7 GPT-5.4 mini
OpenAI
 $0.007406 (rounded ~ $0.01) ↓ 60.5% cheaper
#8 o4-mini Deep Research
OpenAI
 $0.008875 (rounded ~ $0.01) ↓ 52.7% cheaper
#9 Claude Haiku 4.5
Anthropic
 $0.009375 ↓ 50% cheaper
#10 o4-mini
OpenAI
 $0.009763 ↓ 47.9% cheaper
#11 Gemini 3.1 Flash
Google
 $0.009875 ↓ 47.3% cheaper
#12 GPT-5.6 Luna
OpenAI
 $0.009875 ↓ 47.3% cheaper
#13 Gemini 3.6 Flash
Google
 $0.014063 (rounded ~ $0.01) ↓ 25% cheaper
#14 Gemini 3.5 Flash
Google
 $0.014813 (rounded ~ $0.01) ↓ 21% cheaper
#15 GPT-5.3 Codex Spark
OpenAI
 $0.019031 ↑ 1.5% more
#16 GPT-5.3 Instant
OpenAI
 $0.019031 ↑ 1.5% more
#17 GPT-5.6 Terra
OpenAI
 $0.024688 (rounded ~ $0.02) ↑ 31.7% more
#18 Gemini 2.5 Pro
Google
 $0.027188 (rounded ~ $0.03) ↑ 45% more
#19 Claude Sonnet 4.6
Anthropic
 $0.028125 (rounded ~ $0.03) ↑ 50% more
#20 Grok 4.3
xAI
 $0.031500 (rounded ~ $0.03) ↑ 68% more
#21 Grok 4.20 Beta
xAI
 $0.031500 (rounded ~ $0.03) ↑ 68% more
#22 Gemini 3.1 Pro
Google
 $0.039500 ↑ 110.7% more
#23 Claude Opus 4.7
Anthropic
 $0.046875 (rounded ~ $0.05) ↑ 150% more
#24 Claude Opus 5
Anthropic
 $0.046875 (rounded ~ $0.05) ↑ 150% more
#25 Claude Opus 4.8
Anthropic
 $0.046875 (rounded ~ $0.05) ↑ 150% more
#26 Claude Opus 4.6
Anthropic
 $0.046875 (rounded ~ $0.05) ↑ 150% more
#27 GPT-5.4
OpenAI
 $0.049375 ↑ 163.3% more
#28 GPT-5.4 Thinking
OpenAI
 $0.049375 ↑ 163.3% more
#29 GPT-5.5 Instant
OpenAI
 $0.049375 ↑ 163.3% more
#30 GPT-5.6 Sol
OpenAI
 $0.049375 ↑ 163.3% more
#31 o3 Deep Research
OpenAI
 $0.088750 (rounded ~ $0.09) ↑ 373.3% more
#32 Claude Fable 5.1
Anthropic
 $0.089063 ↑ 375% more
#33 Claude Mythos 5.1
Anthropic
 $0.089063 ↑ 375% more
#34 Claude Fable 5
Anthropic
 $0.093750 (rounded ~ $0.09) ↑ 400% more
#35 Claude Mythos 5
Anthropic
 $0.093750 (rounded ~ $0.09) ↑ 400% more
#36 GPT-5.5
OpenAI
 $0.098750 (rounded ~ $0.10) ↑ 426.7% more
#37 o3 Pro
OpenAI
 $0.177500 (rounded ~ $0.18) ↑ 846.7% more
#38 GPT-6 Astra
OpenAI
 $0.187500 (rounded ~ $0.19) ↑ 900% more
#39 GPT-5.2 Pro
OpenAI
 $0.228375 (rounded ~ $0.23) ↑ 1118% more
#40 GPT-5.2 Pro
OpenAI
 $0.228375 (rounded ~ $0.23) ↑ 1118% more
🏆

Mistral Small 3
Mistral AI

$0.000838
vs Claude Sonnet 5: ↓ 95.5%
🥈

Gemini 3.1 Flash Lite
Google

$0.002469
vs Claude Sonnet 5: ↓ 86.8%
🥉

Gemini 3.5 Flash-Lite
Google

$0.003313
vs Claude Sonnet 5: ↓ 82.3%
#4

Gemini 2.5 Flash
Google

$0.003313
vs Claude Sonnet 5: ↓ 82.3%
#5

Mistral Large 3
Mistral AI

$0.004188
vs Claude Sonnet 5: ↓ 77.7%
#6

Gemini 3.8 Flash
Google

$0.007031 (rounded ~ $0.01)
vs Claude Sonnet 5: ↓ 62.5%
#7

GPT-5.4 mini
OpenAI

$0.007406 (rounded ~ $0.01)
vs Claude Sonnet 5: ↓ 60.5%
#8

o4-mini Deep Research
OpenAI

$0.008875 (rounded ~ $0.01)
vs Claude Sonnet 5: ↓ 52.7%
#9

Claude Haiku 4.5
Anthropic

$0.009375
vs Claude Sonnet 5: ↓ 50%
#10

o4-mini
OpenAI

$0.009763
vs Claude Sonnet 5: ↓ 47.9%
#11

Gemini 3.1 Flash
Google

$0.009875
vs Claude Sonnet 5: ↓ 47.3%
#12

GPT-5.6 Luna
OpenAI

$0.009875
vs Claude Sonnet 5: ↓ 47.3%
#13

Gemini 3.6 Flash
Google

$0.014063 (rounded ~ $0.01)
vs Claude Sonnet 5: ↓ 25%
#14

Gemini 3.5 Flash
Google

$0.014813 (rounded ~ $0.01)
vs Claude Sonnet 5: ↓ 21%
#15

GPT-5.3 Codex Spark
OpenAI

$0.019031
vs Claude Sonnet 5: ↑ 1.5%
#16

GPT-5.3 Instant
OpenAI

$0.019031
vs Claude Sonnet 5: ↑ 1.5%
#17

GPT-5.6 Terra
OpenAI

$0.024688 (rounded ~ $0.02)
vs Claude Sonnet 5: ↑ 31.7%
#18

Gemini 2.5 Pro
Google

$0.027188 (rounded ~ $0.03)
vs Claude Sonnet 5: ↑ 45%
#19

Claude Sonnet 4.6
Anthropic

$0.028125 (rounded ~ $0.03)
vs Claude Sonnet 5: ↑ 50%
#20

Grok 4.3
xAI

$0.031500 (rounded ~ $0.03)
vs Claude Sonnet 5: ↑ 68%
#21

Grok 4.20 Beta
xAI

$0.031500 (rounded ~ $0.03)
vs Claude Sonnet 5: ↑ 68%
#22

Gemini 3.1 Pro
Google

$0.039500
vs Claude Sonnet 5: ↑ 110.7%
#23

Claude Opus 4.7
Anthropic

$0.046875 (rounded ~ $0.05)
vs Claude Sonnet 5: ↑ 150%
#24

Claude Opus 5
Anthropic

$0.046875 (rounded ~ $0.05)
vs Claude Sonnet 5: ↑ 150%
#25

Claude Opus 4.8
Anthropic

$0.046875 (rounded ~ $0.05)
vs Claude Sonnet 5: ↑ 150%
#26

Claude Opus 4.6
Anthropic

$0.046875 (rounded ~ $0.05)
vs Claude Sonnet 5: ↑ 150%
#27

GPT-5.4
OpenAI

$0.049375
vs Claude Sonnet 5: ↑ 163.3%
#28

GPT-5.4 Thinking
OpenAI

$0.049375
vs Claude Sonnet 5: ↑ 163.3%
#29

GPT-5.5 Instant
OpenAI

$0.049375
vs Claude Sonnet 5: ↑ 163.3%
#30

GPT-5.6 Sol
OpenAI

$0.049375
vs Claude Sonnet 5: ↑ 163.3%
#31

o3 Deep Research
OpenAI

$0.088750 (rounded ~ $0.09)
vs Claude Sonnet 5: ↑ 373.3%
#32

Claude Fable 5.1
Anthropic

$0.089063
vs Claude Sonnet 5: ↑ 375%
#33

Claude Mythos 5.1
Anthropic

$0.089063
vs Claude Sonnet 5: ↑ 375%
#34

Claude Fable 5
Anthropic

$0.093750 (rounded ~ $0.09)
vs Claude Sonnet 5: ↑ 400%
#35

Claude Mythos 5
Anthropic

$0.093750 (rounded ~ $0.09)
vs Claude Sonnet 5: ↑ 400%
#36

GPT-5.5
OpenAI

$0.098750 (rounded ~ $0.10)
vs Claude Sonnet 5: ↑ 426.7%
#37

o3 Pro
OpenAI

$0.177500 (rounded ~ $0.18)
vs Claude Sonnet 5: ↑ 846.7%
#38

GPT-6 Astra
OpenAI

$0.187500 (rounded ~ $0.19)
vs Claude Sonnet 5: ↑ 900%
#39

GPT-5.2 Pro
OpenAI

$0.228375 (rounded ~ $0.23)
vs Claude Sonnet 5: ↑ 1118%
#40

GPT-5.2 Pro
OpenAI

$0.228375 (rounded ~ $0.23)
vs Claude Sonnet 5: ↑ 1118%
✨ 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.

Claude Sonnet 5 is an ideal choice for clinical note generation due to its reliable instruction following and ability to maintain structured JSON output across complex patient records. For teams requiring consistent clinical documentation, this model’s adaptive thinking allows it to handle the nuances of medical dictation with higher precision than previous generations. Its ability to process large amounts of unstructured text into clean, EMR-ready formats makes it a top-tier candidate for automated medical coding and summarization pipelines. When scaling to 50,000 tokens per batch, the model’s architectural reliability ensures that critical patient data remains accurately mapped, reducing the need for downstream manual verification. The model’s refined handling of long-context inputs means it can synthesize entire patient histories without losing the context required for high-accuracy note generation. Because it reliably adheres to formatting constraints without additional tool-use overhead, it is highly efficient for high-volume, automated workflows where the primary goal is structured consistency. Teams moving from earlier model versions will find that Sonnet 5 significantly reduces the friction in maintaining HIPAA-aligned data integrity while meeting the demanding throughput requirements of modern clinical environments. Its balanced performance ensures that complex medical terminology is accurately represented and categorized, making it a dependable backbone for any healthcare organization automating clinical administrative tasks at scale.

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

Claude Sonnet 5 currently costs $2.00 / $10.00 per 1M tokens. These are the models worth pricing against it, taken live from the tracked registry.

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