50K-Token Pull Request Analysis: Claude Sonnet 4.6 vs DeepSeek V4 Pro (50M Monthly)

Claude Sonnet 4.6 has been replaced by Claude Sonnet 5

The pricing shown below is for the older model and is kept for reference. If you are choosing a model today, use the current version — its rate and context window differ.

See current Claude Sonnet 5 pricing →  ·  All recent pricing changes

Claude Sonnet 4.6 vs DeepSeek V4 Pro
Complete Comparison: 50,000 input tokens × 1,500 output tokens
Comparison Mode
⚡ 20% Cached

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with 20% Cached.

⚡ Caching Optimized (up to 98% savings) 📊 Batch API
Comparison Criteria Claude Sonnet 4.6
Anthropic
DeepSeek V4 Pro
DeepSeek
Calculation Results (Current Inputs) (20% cached)
Input Tokens 50,000 50,000
Output Tokens 1,500 1,500
Cost Breakdown
Input Cost $0.037500 (rounded ~ $0.04)Worst $0.021750 (rounded ~ $0.02)Best
Output Cost $0.005625 (rounded ~ $0.01)Worst $0.001305Best
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $0.036375 (rounded ~ $0.04) Most Expensive $0.018792 (rounded ~ $0.02) Best Value
Processing Time 1 minute, 58.06 seconds Fastest 2 minutes, 57.00 seconds Slowest
Tokens per Second 450Fastest 300Slowest
Time to First Token 200ms Worst 180ms Best
Cost per 1K tokens $0.000706Worst $0.000365Best
Tokens per Dollar 1,415,808Worst Value 2,740,528Best Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $0.750000Worst $0.435000 (rounded ~ $0.44)Best
Output Cost / 1M (Base) $3.750000Worst $0.870000Best
Input Cost / 1M (Optimized) $0.375000 (rounded ~ $0.38)Best
Optimizations: 50.0% batch
$0.435000 (rounded ~ $0.44)Worst
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) $1.875000 (rounded ~ $1.88)Worst
Optimizations: 50.0% batch
$0.870000Best
Optimizations: No optimizations applied
Capabilities & Advanced Features
Images Support ✓ Supported ✗ Not Supported
Caching Support
20
✓ Supported ✓ Supported
Batch API Support ✓ Supported ✗ Not Supported
Tool Usage Support ✓ Supported ✓ Supported
Scroll horizontally to see all data

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Select AI Model

Claude Sonnet 4.6
AnthropicMax Context: 1,000,000 tokens
$3 / $15 per 1M tokens
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

$0.030000 Input Cost
$0.005625 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
51,500Total Tokens
$0.000706Cost per 1K
1,415,808Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

1m 58s Processing Time
450 Tokens/Second
200ms Time to First Token
437 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.

Claude Sonnet 4.6 Anthropic 1000000

$0.036375 (rounded ~ $0.04)
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) $0.043125 (rounded ~ $0.04) Input: $0.037500 (rounded ~ $0.04)
Output: $0.005625 (rounded ~ $0.01)
Optimized Cost $0.036375 (rounded ~ $0.04) Input: $0.037500 (rounded ~ $0.04)
Output: $0.005625 (rounded ~ $0.01)
Unit: $0.000000
Fees: $0.000000
Total Savings $0.006750 (rounded ~ $0.01) 15.7% 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 1,500 output tokens:

  • Input Cost: $0.037500 (rounded ~ $0.04)
  • Output Cost: $0.005625 (rounded ~ $0.01)
  • Total Cost: $0.036375 (rounded ~ $0.04)
  • Cost per 1K tokens: $0.000706
  • Tokens per dollar: 1,415,808 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 450 tokens per second and 200ms time to first token:

  • Processing Time: 1 minute, 58.06 seconds
  • Latency: 200 milliseconds to first token
  • Base Throughput: 450 tokens/second
  • Effective Throughput: 437 tokens/second (temperature-adjusted)

Best Use Cases

Choose Claude Sonnet 4.6 for complex architectural reviews; use DeepSeek V4 Pro for high-throughputautomated routine PR checks.

Want this applied to YOUR actual stack?

This calculator shows the math for Claude Sonnet 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 →

DeepSeek V4 Pro DeepSeek 1000000

$0.018792 (rounded ~ $0.02)
Total Cost
⚡ 20% Cached 📊 Batch API 🔧 Tools
👁️
Vision/Images
✗ Not Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✗ Not Available
Caching
✓ Available
98% savings

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $0.023055 (rounded ~ $0.02) Input: $0.021750 (rounded ~ $0.02)
Output: $0.001305
Optimized Cost $0.018792 (rounded ~ $0.02) Input: $0.021750 (rounded ~ $0.02)
Output: $0.001305
Unit: $0.000000
Fees: $0.000000
Total Savings $0.004263 18.5% discount

Detailed Cost Analysis (from Plugin)

For 50,000 input tokens and 1,500 output tokens:

  • Input Cost: $0.021750 (rounded ~ $0.02)
  • Output Cost: $0.001305
  • Total Cost: $0.018792 (rounded ~ $0.02)
  • Cost per 1K tokens: $0.000365
  • Tokens per dollar: 2,740,528 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 300 tokens per second and 180ms time to first token:

  • Processing Time: 2 minutes, 57.00 seconds
  • Latency: 180 milliseconds to first token
  • Base Throughput: 300 tokens/second
  • Effective Throughput: 291 tokens/second (temperature-adjusted)

Best Use Cases

Choose Claude Sonnet 4.6 for complex architectural reviews; use DeepSeek V4 Pro for high-throughputautomated routine PR checks.

Want this applied to YOUR actual stack?

This calculator shows the math for DeepSeek V4 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 →

✨ Market Recommendations AI Model Registry

← Back to Claude Sonnet 4.6
📋 Active Input Parameters
Input Tokens: 50,000
Output Tokens: 1,500
Batch API: Enabled (50% discount)
Cached Tokens: 20%
Tools: Enabled
Rank AI Model & Provider Total Cost vs Claude Sonnet 4.6 vs DeepSeek V4 Pro
🏆 Mistral Small 3
Mistral AI
$0.001138 Best Value ↓ 96.9% cheaper ↓ 93.9% cheaper
🥈 Gemini 3.1 Flash Lite
Google
$0.003125 ↓ 91.4% cheaper ↓ 83.4% cheaper
🥉 Gemini 3.5 Flash-Lite
Google
$0.004013 ↓ 89% cheaper ↓ 78.6% cheaper
#4 Gemini 2.5 Flash
Google
$0.004013 ↓ 89% cheaper ↓ 78.6% cheaper
#5 Mistral Large 3
Mistral AI
$0.005688 (rounded ~ $0.01) ↓ 84.4% cheaper ↓ 69.7% cheaper
#6 Gemini 3.8 Flash
Google
$0.009094 ↓ 75% cheaper ↓ 51.6% cheaper
#7 GPT-5.4 mini
OpenAI
$0.009375 ↓ 74.2% cheaper ↓ 50.1% cheaper
#8 o4-mini Deep Research
OpenAI
$0.011750 (rounded ~ $0.01) ↓ 67.7% cheaper ↓ 37.5% cheaper
#9 Claude Haiku 4.5
Anthropic
$0.012125 (rounded ~ $0.01) ↓ 66.7% cheaper ↓ 35.5% cheaper
#10 Gemini 3.1 Flash
Google
$0.012500 (rounded ~ $0.01) ↓ 65.6% cheaper ↓ 33.5% cheaper
#11 GPT-5.6 Luna
OpenAI
$0.012500 (rounded ~ $0.01) ↓ 65.6% cheaper ↓ 33.5% cheaper
#12 o4-mini
OpenAI
$0.012925 (rounded ~ $0.01) ↓ 64.5% cheaper ↓ 31.2% cheaper
#13 Gemini 3.6 Flash
Google
$0.018188 (rounded ~ $0.02) ↓ 50% cheaper ↓ 3.2% cheaper
#14 Gemini 3.5 Flash
Google
$0.018750 (rounded ~ $0.02) ↓ 48.5% cheaper ↓ 0.2% cheaper
#15 GPT-5.3 Codex Spark
OpenAI
$0.023188 (rounded ~ $0.02) ↓ 36.3% cheaper ↑ 23.4% more
#16 GPT-5.3 Instant
OpenAI
$0.023188 (rounded ~ $0.02) ↓ 36.3% cheaper ↑ 23.4% more
#17 Claude Sonnet 5
Anthropic
$0.024250 (rounded ~ $0.02) ↓ 33.3% cheaper ↑ 29% more
#18 GPT-5.6 Terra
OpenAI
$0.031250 (rounded ~ $0.03) ↓ 14.1% cheaper ↑ 66.3% more
#19 Gemini 2.5 Pro
Google
$0.033125 (rounded ~ $0.03) ↓ 8.9% cheaper ↑ 76.3% more
#20 Grok 4.3
xAI
$0.044000 (rounded ~ $0.04) ↑ 21% more ↑ 134.1% more
#21 Grok 4.20 Beta
xAI
$0.044000 (rounded ~ $0.04) ↑ 21% more ↑ 134.1% more
#22 Gemini 3.1 Pro
Google
$0.050000 ↑ 37.5% more ↑ 166.1% more
#23 Claude Opus 4.7
Anthropic
$0.060625 ↑ 66.7% more ↑ 222.6% more
#24 Claude Opus 5
Anthropic
$0.060625 ↑ 66.7% more ↑ 222.6% more
#25 Claude Opus 4.8
Anthropic
$0.060625 ↑ 66.7% more ↑ 222.6% more
#26 Claude Opus 4.6
Anthropic
$0.060625 ↑ 66.7% more ↑ 222.6% more
#27 GPT-5.4
OpenAI
$0.062500 (rounded ~ $0.06) ↑ 71.8% more ↑ 232.6% more
#28 GPT-5.4 Thinking
OpenAI
$0.062500 (rounded ~ $0.06) ↑ 71.8% more ↑ 232.6% more
#29 GPT-5.5 Instant
OpenAI
$0.062500 (rounded ~ $0.06) ↑ 71.8% more ↑ 232.6% more
#30 GPT-5.6 Sol
OpenAI
$0.062500 (rounded ~ $0.06) ↑ 71.8% more ↑ 232.6% more
#31 o3 Deep Research
OpenAI
$0.117500 (rounded ~ $0.12) ↑ 223% more ↑ 525.3% more
#32 Claude Fable 5.1
Anthropic
$0.119375 ↑ 228.2% more ↑ 535.2% more
#33 Claude Mythos 5.1
Anthropic
$0.119375 ↑ 228.2% more ↑ 535.2% more
#34 Claude Fable 5
Anthropic
$0.121250 (rounded ~ $0.12) ↑ 233.3% more ↑ 545.2% more
#35 Claude Mythos 5
Anthropic
$0.121250 (rounded ~ $0.12) ↑ 233.3% more ↑ 545.2% more
#36 GPT-5.5
OpenAI
$0.125000 (rounded ~ $0.13) ↑ 243.6% more ↑ 565.2% more
#37 o3 Pro
OpenAI
$0.235000 (rounded ~ $0.24) ↑ 546% more ↑ 1150.5% more
#38 GPT-6 Astra
OpenAI
$0.242500 (rounded ~ $0.24) ↑ 566.7% more ↑ 1190.4% more
#39 GPT-5.2 Pro
OpenAI
$0.278250 (rounded ~ $0.28) ↑ 664.9% more ↑ 1380.7% more
#40 GPT-5.2 Pro
OpenAI
$0.278250 (rounded ~ $0.28) ↑ 664.9% more ↑ 1380.7% more
🏆

Mistral Small 3
Mistral AI

$0.001138
vs Claude Sonnet 4.6: ↓ 96.9%
vs DeepSeek V4 Pro: ↓ 93.9%
🥈

Gemini 3.1 Flash Lite
Google

$0.003125
vs Claude Sonnet 4.6: ↓ 91.4%
vs DeepSeek V4 Pro: ↓ 83.4%
🥉

Gemini 3.5 Flash-Lite
Google

$0.004013
vs Claude Sonnet 4.6: ↓ 89%
vs DeepSeek V4 Pro: ↓ 78.6%
#4

Gemini 2.5 Flash
Google

$0.004013
vs Claude Sonnet 4.6: ↓ 89%
vs DeepSeek V4 Pro: ↓ 78.6%
#5

Mistral Large 3
Mistral AI

$0.005688 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↓ 84.4%
vs DeepSeek V4 Pro: ↓ 69.7%
#6

Gemini 3.8 Flash
Google

$0.009094
vs Claude Sonnet 4.6: ↓ 75%
vs DeepSeek V4 Pro: ↓ 51.6%
#7

GPT-5.4 mini
OpenAI

$0.009375
vs Claude Sonnet 4.6: ↓ 74.2%
vs DeepSeek V4 Pro: ↓ 50.1%
#8

o4-mini Deep Research
OpenAI

$0.011750 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↓ 67.7%
vs DeepSeek V4 Pro: ↓ 37.5%
#9

Claude Haiku 4.5
Anthropic

$0.012125 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↓ 66.7%
vs DeepSeek V4 Pro: ↓ 35.5%
#10

Gemini 3.1 Flash
Google

$0.012500 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↓ 65.6%
vs DeepSeek V4 Pro: ↓ 33.5%
#11

GPT-5.6 Luna
OpenAI

$0.012500 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↓ 65.6%
vs DeepSeek V4 Pro: ↓ 33.5%
#12

o4-mini
OpenAI

$0.012925 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↓ 64.5%
vs DeepSeek V4 Pro: ↓ 31.2%
#13

Gemini 3.6 Flash
Google

$0.018188 (rounded ~ $0.02)
vs Claude Sonnet 4.6: ↓ 50%
vs DeepSeek V4 Pro: ↓ 3.2%
#14

Gemini 3.5 Flash
Google

$0.018750 (rounded ~ $0.02)
vs Claude Sonnet 4.6: ↓ 48.5%
vs DeepSeek V4 Pro: ↓ 0.2%
#15

GPT-5.3 Codex Spark
OpenAI

$0.023188 (rounded ~ $0.02)
vs Claude Sonnet 4.6: ↓ 36.3%
vs DeepSeek V4 Pro: ↑ 23.4%
#16

GPT-5.3 Instant
OpenAI

$0.023188 (rounded ~ $0.02)
vs Claude Sonnet 4.6: ↓ 36.3%
vs DeepSeek V4 Pro: ↑ 23.4%
#17

Claude Sonnet 5
Anthropic

$0.024250 (rounded ~ $0.02)
vs Claude Sonnet 4.6: ↓ 33.3%
vs DeepSeek V4 Pro: ↑ 29%
#18

GPT-5.6 Terra
OpenAI

$0.031250 (rounded ~ $0.03)
vs Claude Sonnet 4.6: ↓ 14.1%
vs DeepSeek V4 Pro: ↑ 66.3%
#19

Gemini 2.5 Pro
Google

$0.033125 (rounded ~ $0.03)
vs Claude Sonnet 4.6: ↓ 8.9%
vs DeepSeek V4 Pro: ↑ 76.3%
#20

Grok 4.3
xAI

$0.044000 (rounded ~ $0.04)
vs Claude Sonnet 4.6: ↑ 21%
vs DeepSeek V4 Pro: ↑ 134.1%
#21

Grok 4.20 Beta
xAI

$0.044000 (rounded ~ $0.04)
vs Claude Sonnet 4.6: ↑ 21%
vs DeepSeek V4 Pro: ↑ 134.1%
#22

Gemini 3.1 Pro
Google

$0.050000
vs Claude Sonnet 4.6: ↑ 37.5%
vs DeepSeek V4 Pro: ↑ 166.1%
#23

Claude Opus 4.7
Anthropic

$0.060625
vs Claude Sonnet 4.6: ↑ 66.7%
vs DeepSeek V4 Pro: ↑ 222.6%
#24

Claude Opus 5
Anthropic

$0.060625
vs Claude Sonnet 4.6: ↑ 66.7%
vs DeepSeek V4 Pro: ↑ 222.6%
#25

Claude Opus 4.8
Anthropic

$0.060625
vs Claude Sonnet 4.6: ↑ 66.7%
vs DeepSeek V4 Pro: ↑ 222.6%
#26

Claude Opus 4.6
Anthropic

$0.060625
vs Claude Sonnet 4.6: ↑ 66.7%
vs DeepSeek V4 Pro: ↑ 222.6%
#27

GPT-5.4
OpenAI

$0.062500 (rounded ~ $0.06)
vs Claude Sonnet 4.6: ↑ 71.8%
vs DeepSeek V4 Pro: ↑ 232.6%
#28

GPT-5.4 Thinking
OpenAI

$0.062500 (rounded ~ $0.06)
vs Claude Sonnet 4.6: ↑ 71.8%
vs DeepSeek V4 Pro: ↑ 232.6%
#29

GPT-5.5 Instant
OpenAI

$0.062500 (rounded ~ $0.06)
vs Claude Sonnet 4.6: ↑ 71.8%
vs DeepSeek V4 Pro: ↑ 232.6%
#30

GPT-5.6 Sol
OpenAI

$0.062500 (rounded ~ $0.06)
vs Claude Sonnet 4.6: ↑ 71.8%
vs DeepSeek V4 Pro: ↑ 232.6%
#31

o3 Deep Research
OpenAI

$0.117500 (rounded ~ $0.12)
vs Claude Sonnet 4.6: ↑ 223%
vs DeepSeek V4 Pro: ↑ 525.3%
#32

Claude Fable 5.1
Anthropic

$0.119375
vs Claude Sonnet 4.6: ↑ 228.2%
vs DeepSeek V4 Pro: ↑ 535.2%
#33

Claude Mythos 5.1
Anthropic

$0.119375
vs Claude Sonnet 4.6: ↑ 228.2%
vs DeepSeek V4 Pro: ↑ 535.2%
#34

Claude Fable 5
Anthropic

$0.121250 (rounded ~ $0.12)
vs Claude Sonnet 4.6: ↑ 233.3%
vs DeepSeek V4 Pro: ↑ 545.2%
#35

Claude Mythos 5
Anthropic

$0.121250 (rounded ~ $0.12)
vs Claude Sonnet 4.6: ↑ 233.3%
vs DeepSeek V4 Pro: ↑ 545.2%
#36

GPT-5.5
OpenAI

$0.125000 (rounded ~ $0.13)
vs Claude Sonnet 4.6: ↑ 243.6%
vs DeepSeek V4 Pro: ↑ 565.2%
#37

o3 Pro
OpenAI

$0.235000 (rounded ~ $0.24)
vs Claude Sonnet 4.6: ↑ 546%
vs DeepSeek V4 Pro: ↑ 1150.5%
#38

GPT-6 Astra
OpenAI

$0.242500 (rounded ~ $0.24)
vs Claude Sonnet 4.6: ↑ 566.7%
vs DeepSeek V4 Pro: ↑ 1190.4%
#39

GPT-5.2 Pro
OpenAI

$0.278250 (rounded ~ $0.28)
vs Claude Sonnet 4.6: ↑ 664.9%
vs DeepSeek V4 Pro: ↑ 1380.7%
#40

GPT-5.2 Pro
OpenAI

$0.278250 (rounded ~ $0.28)
vs Claude Sonnet 4.6: ↑ 664.9%
vs DeepSeek V4 Pro: ↑ 1380.7%
✨ 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.

For engineering teams shipping high-velocity features, the choice between Claude Sonnet 4.6 and DeepSeek V4 Pro often comes down to balancing sophisticated reasoning against raw throughput. Claude Sonnet 4.6 excels in multi-step architectural reasoning, making it a natural fit for complex PRs where structural changes need careful vetting. Its instruction-following capabilities help maintain strict adherence to project-specific coding standards, which is vital when scaling to 50M tokens monthly.

DeepSeek V4 Pro, meanwhile, has emerged as a high-efficiency alternative. It is particularly effective for teams that prioritize rapid, agentic coding assistance. Its architecture allows it to handle large diffs with notable speed, which can be an advantage when you need to clear a backlog of routine PRs without bottlenecking development. While Claude provides superior depth in nuanced reasoning—often detecting logic errors that simpler models miss—DeepSeek V4 Pro offers a compelling cost-to-performance ratio for teams that have already codified their best practices into test suites and linters. If your priority is deep, architectural code review, Claude remains the gold standard. If your priority is an efficient, automated first-pass reviewer that integrates seamlessly into a high-throughput CI/CD pipeline, DeepSeek V4 Pro is a highly competitive choice that warrants testing in your specific codebase.

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.