Claude Sonnet 4.6 vs Gemini 3.1 Flash: 10,000 Personalized Newsletter Intros (200 Tokens Input Each)

Claude Sonnet 4.6 has been replaced by Claude Sonnet 5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 Gemini 3.1 Flash
Complete Comparison: 200 input tokens × 100 output tokens
Comparison Mode

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

📊 Batch API
Comparison Criteria Claude Sonnet 4.6
Anthropic
Gemini 3.1 Flash
Google
Calculation Results (Current Inputs)
Input Tokens 200 200
Output Tokens 100 100
Cost Breakdown
Input Cost $0.000150Worst $0.000050Best
Output Cost $0.000375Worst $0.000150Best
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $0.000525 Most Expensive $0.000200 Best Value
Processing Time 0.89 seconds Slowest 0.58 seconds Fastest
Tokens per Second 450Slowest 800Fastest
Time to First Token 200ms Worst 100ms Best
Cost per 1K tokens $0.001750Worst $0.000667Best
Tokens per Dollar 571,429Worst Value 1,500,000Best Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $0.750000Worst $0.250000Best
Output Cost / 1M (Base) $3.750000Worst $1.500000Best
Input Cost / 1M (Optimized) $0.375000 (rounded ~ $0.38)Worst
Optimizations: 50.0% batch
$0.125000 (rounded ~ $0.13)Best
Optimizations: 50.0% batch
Output Cost / 1M (Optimized) $1.875000 (rounded ~ $1.88)Worst
Optimizations: 50.0% batch
$0.750000Best
Optimizations: 50.0% batch
Capabilities & Advanced Features
Images Support ✓ Supported ✓ Supported
Video Support ✗ Not Supported ✓ Supported
Audio Support ✗ Not 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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All other parameters will be preserved from the current comparison.

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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)
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

$0.000525 Total Cost
$0.000150 Input Cost
$0.000375 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
300Total Tokens
$0.001750Cost per 1K
571,429Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

893ms Processing Time
450 Tokens/Second
200ms Time to First Token
421 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

$0.000525
Total Cost
📊 Batch API
👁️
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) $0.000525 Input: $0.000150
Output: $0.000375
Optimized Cost $0.000525 Input: $0.000150
Output: $0.000375
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 200 input tokens and 100 output tokens:

  • Input Cost: $0.000150
  • Output Cost: $0.000375
  • Total Cost: $0.000525
  • Cost per 1K tokens: $0.001750
  • Tokens per dollar: 571,429 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: 0.89 seconds
  • Latency: 200 milliseconds to first token
  • Base Throughput: 450 tokens/second
  • Effective Throughput: 421 tokens/second (temperature-adjusted)

Best Use Cases

Compares models suitable for generating high volumes of personalized textbalancing qualityspeedand cost for mid-tier SaaS features like newsletter content.

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 →

Gemini 3.1 Flash Google 1000000

$0.000200
Total Cost
📊 Batch API
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✓ Available
🎥
Video Analysis
✓ Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✓ Available
⚡
Caching
✓ Available
90% savings

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $0.000200 Input: $0.000050
Output: $0.000150
Optimized Cost $0.000200 Input: $0.000050
Output: $0.000150
Unit: $0.000000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount
📊 Dynamic Tier
Standard
tier1 pricing based on 0 tokens

Detailed Cost Analysis (from Plugin)

For 200 input tokens and 100 output tokens:

  • Input Cost: $0.000050
  • Output Cost: $0.000150
  • Total Cost: $0.000200
  • Cost per 1K tokens: $0.000667
  • Tokens per dollar: 1,500,000 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 800 tokens per second and 100ms time to first token:

  • Processing Time: 0.58 seconds
  • Latency: 100 milliseconds to first token
  • Base Throughput: 800 tokens/second
  • Effective Throughput: 748 tokens/second (temperature-adjusted)

Best Use Cases

Compares models suitable for generating high volumes of personalized textbalancing qualityspeedand cost for mid-tier SaaS features like newsletter content.

Want this applied to YOUR actual stack?

This calculator shows the math for Gemini 3.1 Flash. 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: 200
Output Tokens: 100
Batch API: Enabled (50% discount)
Rank AI Model & Provider Total Cost vs Claude Sonnet 4.6 vs Gemini 3.1 Flash
🏆 Mistral Small 3
Mistral AI
 $0.000013 Best Value ↓ 97.6% cheaper ↓ 93.8% cheaper
🥈 Voxtral Small 24B
Mistral AI
 $0.000013 ↓ 97.6% cheaper ↓ 93.8% cheaper
🥉 Devstral Small 2
Mistral AI
 $0.000013 ↓ 97.6% cheaper ↓ 93.8% cheaper
#4 Ministral 3 (14B)
Mistral AI
 $0.000015 ↓ 97.1% cheaper ↓ 92.5% cheaper
#5 Nemotron 3 Super
NVIDIA
 $0.000036 ↓ 93.2% cheaper ↓ 82.3% cheaper
#6 Devstral 2
Mistral AI
 $0.000043 ↓ 91.9% cheaper ↓ 78.8% cheaper
#7 Llama 4 Scout
Meta AI
 $0.000046 ↓ 91.2% cheaper ↓ 77% cheaper
#8 Gemini 3.1 Flash Lite
Google
 $0.000050 ↓ 90.5% cheaper ↓ 75% cheaper
#9 Mistral Large 3
Mistral AI
 $0.000063 ↓ 88.1% cheaper ↓ 68.8% cheaper
#10 Gemini 3.5 Flash-Lite
Google
 $0.000078 ↓ 85.2% cheaper ↓ 61.3% cheaper
#11 Gemini 2.5 Flash
Google
 $0.000078 ↓ 85.2% cheaper ↓ 61.3% cheaper
#12 Llama 4 Maverick (400B)
Meta AI
 $0.000090 ↓ 82.9% cheaper ↓ 55% cheaper
#13 Gemini 3.8 Flash
Google
 $0.000131 ↓ 75% cheaper ↓ 34.4% cheaper
#14 GPT-5.4 mini
OpenAI
 $0.000150 ↓ 71.4% cheaper ↓ 25% cheaper
#15 o4-mini Deep Research
OpenAI
 $0.000150 ↓ 71.4% cheaper ↓ 25% cheaper
#16 o4-mini
OpenAI
 $0.000165 ↓ 68.6% cheaper ↓ 17.5% cheaper
#17 Claude Haiku 4.5
Anthropic
 $0.000175 ↓ 66.7% cheaper ↓ 12.5% cheaper
#18 Gemini 3.1 Flash
Google
 $0.000200 ↓ 61.9% cheaper Same price
#19 GPT-5.6 Luna
OpenAI
 $0.000200 ↓ 61.9% cheaper Same price
#20 Magistral Medium
Mistral AI
 $0.000225 ↓ 57.1% cheaper ↑ 12.5% more
#21 Llama 3.3 70B
Meta AI
 $0.000240 ↓ 54.3% cheaper ↑ 20% more
#22 Gemini 3.6 Flash
Google
 $0.000263 ↓ 50% cheaper ↑ 31.3% more
#23 Gemini 3.5 Flash
Google
 $0.000300 ↓ 42.9% cheaper ↑ 50% more
#24 Claude Sonnet 5
Anthropic
 $0.000350 ↓ 33.3% cheaper ↑ 75% more
#25 Grok 4.3
xAI
 $0.000400 ↓ 23.8% cheaper ↑ 100% more
#26 Grok 4.20 Beta
xAI
 $0.000400 ↓ 23.8% cheaper ↑ 100% more
#27 GPT-5.3 Codex Spark
OpenAI
 $0.000438 ↓ 16.7% cheaper ↑ 118.8% more
#28 GPT-5.3 Instant
OpenAI
 $0.000438 ↓ 16.7% cheaper ↑ 118.8% more
#29 GPT-5.6 Terra
OpenAI
 $0.000500 ↓ 4.8% cheaper ↑ 150% more
#30 Gemini 2.5 Pro
Google
 $0.000625 ↑ 19% more ↑ 212.5% more
#31 Gemini 3.1 Pro
Google
 $0.000800 ↑ 52.4% more ↑ 300% more
#32 Claude Opus 4.7
Anthropic
 $0.000875 ↑ 66.7% more ↑ 337.5% more
#33 Claude Opus 5
Anthropic
 $0.000875 ↑ 66.7% more ↑ 337.5% more
#34 Claude Opus 4.8
Anthropic
 $0.000875 ↑ 66.7% more ↑ 337.5% more
#35 Claude Opus 4.6
Anthropic
 $0.000875 ↑ 66.7% more ↑ 337.5% more
#36 GPT-5.4
OpenAI
 $0.001000 ↑ 90.5% more ↑ 400% more
#37 GPT-5.4 Thinking
OpenAI
 $0.001000 ↑ 90.5% more ↑ 400% more
#38 GPT-5.5 Instant
OpenAI
 $0.001000 ↑ 90.5% more ↑ 400% more
#39 GPT-5.6 Sol
OpenAI
 $0.001000 ↑ 90.5% more ↑ 400% more
#40 o3 Deep Research
OpenAI
 $0.001500 ↑ 185.7% more ↑ 650% more
#41 Claude Fable 5.1
Anthropic
 $0.001750 ↑ 233.3% more ↑ 775% more
#42 Claude Mythos 5.1
Anthropic
 $0.001750 ↑ 233.3% more ↑ 775% more
#43 Claude Fable 5
Anthropic
 $0.001750 ↑ 233.3% more ↑ 775% more
#44 Claude Mythos 5
Anthropic
 $0.001750 ↑ 233.3% more ↑ 775% more
#45 GPT-5.5
OpenAI
 $0.002000 ↑ 281% more ↑ 900% more
#46 o3 Pro
OpenAI
 $0.003000 ↑ 471.4% more ↑ 1400% more
#47 GPT-6 Astra
OpenAI
 $0.003500 ↑ 566.7% more ↑ 1650% more
#48 GPT-5.2 Pro
OpenAI
 $0.005250 (rounded ~ $0.01) ↑ 900% more ↑ 2525% more
#49 GPT-5.5 Pro
OpenAI
 $0.006000 (rounded ~ $0.01) ↑ 1042.9% more ↑ 2900% more
#50 GPT-5.5 Pro
OpenAI
 $0.006000 (rounded ~ $0.01) ↑ 1042.9% more ↑ 2900% more
🏆

Mistral Small 3
Mistral AI

$0.000013
vs Claude Sonnet 4.6: ↓ 97.6%
vs Gemini 3.1 Flash: ↓ 93.8%
🥈

Voxtral Small 24B
Mistral AI

$0.000013
vs Claude Sonnet 4.6: ↓ 97.6%
vs Gemini 3.1 Flash: ↓ 93.8%
🥉

Devstral Small 2
Mistral AI

$0.000013
vs Claude Sonnet 4.6: ↓ 97.6%
vs Gemini 3.1 Flash: ↓ 93.8%
#4

Ministral 3 (14B)
Mistral AI

$0.000015
vs Claude Sonnet 4.6: ↓ 97.1%
vs Gemini 3.1 Flash: ↓ 92.5%
#5

Nemotron 3 Super
NVIDIA

$0.000036
vs Claude Sonnet 4.6: ↓ 93.2%
vs Gemini 3.1 Flash: ↓ 82.3%
#6

Devstral 2
Mistral AI

$0.000043
vs Claude Sonnet 4.6: ↓ 91.9%
vs Gemini 3.1 Flash: ↓ 78.8%
#7

Llama 4 Scout
Meta AI

$0.000046
vs Claude Sonnet 4.6: ↓ 91.2%
vs Gemini 3.1 Flash: ↓ 77%
#8

Gemini 3.1 Flash Lite
Google

$0.000050
vs Claude Sonnet 4.6: ↓ 90.5%
vs Gemini 3.1 Flash: ↓ 75%
#9

Mistral Large 3
Mistral AI

$0.000063
vs Claude Sonnet 4.6: ↓ 88.1%
vs Gemini 3.1 Flash: ↓ 68.8%
#10

Gemini 3.5 Flash-Lite
Google

$0.000078
vs Claude Sonnet 4.6: ↓ 85.2%
vs Gemini 3.1 Flash: ↓ 61.3%
#11

Gemini 2.5 Flash
Google

$0.000078
vs Claude Sonnet 4.6: ↓ 85.2%
vs Gemini 3.1 Flash: ↓ 61.3%
#12

Llama 4 Maverick (400B)
Meta AI

$0.000090
vs Claude Sonnet 4.6: ↓ 82.9%
vs Gemini 3.1 Flash: ↓ 55%
#13

Gemini 3.8 Flash
Google

$0.000131
vs Claude Sonnet 4.6: ↓ 75%
vs Gemini 3.1 Flash: ↓ 34.4%
#14

GPT-5.4 mini
OpenAI

$0.000150
vs Claude Sonnet 4.6: ↓ 71.4%
vs Gemini 3.1 Flash: ↓ 25%
#15

o4-mini Deep Research
OpenAI

$0.000150
vs Claude Sonnet 4.6: ↓ 71.4%
vs Gemini 3.1 Flash: ↓ 25%
#16

o4-mini
OpenAI

$0.000165
vs Claude Sonnet 4.6: ↓ 68.6%
vs Gemini 3.1 Flash: ↓ 17.5%
#17

Claude Haiku 4.5
Anthropic

$0.000175
vs Claude Sonnet 4.6: ↓ 66.7%
vs Gemini 3.1 Flash: ↓ 12.5%
#18

Gemini 3.1 Flash
Google

$0.000200
vs Claude Sonnet 4.6: ↓ 61.9%
vs Gemini 3.1 Flash: Same
#19

GPT-5.6 Luna
OpenAI

$0.000200
vs Claude Sonnet 4.6: ↓ 61.9%
vs Gemini 3.1 Flash: Same
#20

Magistral Medium
Mistral AI

$0.000225
vs Claude Sonnet 4.6: ↓ 57.1%
vs Gemini 3.1 Flash: ↑ 12.5%
#21

Llama 3.3 70B
Meta AI

$0.000240
vs Claude Sonnet 4.6: ↓ 54.3%
vs Gemini 3.1 Flash: ↑ 20%
#22

Gemini 3.6 Flash
Google

$0.000263
vs Claude Sonnet 4.6: ↓ 50%
vs Gemini 3.1 Flash: ↑ 31.3%
#23

Gemini 3.5 Flash
Google

$0.000300
vs Claude Sonnet 4.6: ↓ 42.9%
vs Gemini 3.1 Flash: ↑ 50%
#24

Claude Sonnet 5
Anthropic

$0.000350
vs Claude Sonnet 4.6: ↓ 33.3%
vs Gemini 3.1 Flash: ↑ 75%
#25

Grok 4.3
xAI

$0.000400
vs Claude Sonnet 4.6: ↓ 23.8%
vs Gemini 3.1 Flash: ↑ 100%
#26

Grok 4.20 Beta
xAI

$0.000400
vs Claude Sonnet 4.6: ↓ 23.8%
vs Gemini 3.1 Flash: ↑ 100%
#27

GPT-5.3 Codex Spark
OpenAI

$0.000438
vs Claude Sonnet 4.6: ↓ 16.7%
vs Gemini 3.1 Flash: ↑ 118.8%
#28

GPT-5.3 Instant
OpenAI

$0.000438
vs Claude Sonnet 4.6: ↓ 16.7%
vs Gemini 3.1 Flash: ↑ 118.8%
#29

GPT-5.6 Terra
OpenAI

$0.000500
vs Claude Sonnet 4.6: ↓ 4.8%
vs Gemini 3.1 Flash: ↑ 150%
#30

Gemini 2.5 Pro
Google

$0.000625
vs Claude Sonnet 4.6: ↑ 19%
vs Gemini 3.1 Flash: ↑ 212.5%
#31

Gemini 3.1 Pro
Google

$0.000800
vs Claude Sonnet 4.6: ↑ 52.4%
vs Gemini 3.1 Flash: ↑ 300%
#32

Claude Opus 4.7
Anthropic

$0.000875
vs Claude Sonnet 4.6: ↑ 66.7%
vs Gemini 3.1 Flash: ↑ 337.5%
#33

Claude Opus 5
Anthropic

$0.000875
vs Claude Sonnet 4.6: ↑ 66.7%
vs Gemini 3.1 Flash: ↑ 337.5%
#34

Claude Opus 4.8
Anthropic

$0.000875
vs Claude Sonnet 4.6: ↑ 66.7%
vs Gemini 3.1 Flash: ↑ 337.5%
#35

Claude Opus 4.6
Anthropic

$0.000875
vs Claude Sonnet 4.6: ↑ 66.7%
vs Gemini 3.1 Flash: ↑ 337.5%
#36

GPT-5.4
OpenAI

$0.001000
vs Claude Sonnet 4.6: ↑ 90.5%
vs Gemini 3.1 Flash: ↑ 400%
#37

GPT-5.4 Thinking
OpenAI

$0.001000
vs Claude Sonnet 4.6: ↑ 90.5%
vs Gemini 3.1 Flash: ↑ 400%
#38

GPT-5.5 Instant
OpenAI

$0.001000
vs Claude Sonnet 4.6: ↑ 90.5%
vs Gemini 3.1 Flash: ↑ 400%
#39

GPT-5.6 Sol
OpenAI

$0.001000
vs Claude Sonnet 4.6: ↑ 90.5%
vs Gemini 3.1 Flash: ↑ 400%
#40

o3 Deep Research
OpenAI

$0.001500
vs Claude Sonnet 4.6: ↑ 185.7%
vs Gemini 3.1 Flash: ↑ 650%
#41

Claude Fable 5.1
Anthropic

$0.001750
vs Claude Sonnet 4.6: ↑ 233.3%
vs Gemini 3.1 Flash: ↑ 775%
#42

Claude Mythos 5.1
Anthropic

$0.001750
vs Claude Sonnet 4.6: ↑ 233.3%
vs Gemini 3.1 Flash: ↑ 775%
#43

Claude Fable 5
Anthropic

$0.001750
vs Claude Sonnet 4.6: ↑ 233.3%
vs Gemini 3.1 Flash: ↑ 775%
#44

Claude Mythos 5
Anthropic

$0.001750
vs Claude Sonnet 4.6: ↑ 233.3%
vs Gemini 3.1 Flash: ↑ 775%
#45

GPT-5.5
OpenAI

$0.002000
vs Claude Sonnet 4.6: ↑ 281%
vs Gemini 3.1 Flash: ↑ 900%
#46

o3 Pro
OpenAI

$0.003000
vs Claude Sonnet 4.6: ↑ 471.4%
vs Gemini 3.1 Flash: ↑ 1400%
#47

GPT-6 Astra
OpenAI

$0.003500
vs Claude Sonnet 4.6: ↑ 566.7%
vs Gemini 3.1 Flash: ↑ 1650%
#48

GPT-5.2 Pro
OpenAI

$0.005250 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↑ 900%
vs Gemini 3.1 Flash: ↑ 2525%
#49

GPT-5.5 Pro
OpenAI

$0.006000 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↑ 1042.9%
vs Gemini 3.1 Flash: ↑ 2900%
#50

GPT-5.5 Pro
OpenAI

$0.006000 (rounded ~ $0.01)
vs Claude Sonnet 4.6: ↑ 1042.9%
vs Gemini 3.1 Flash: ↑ 2900%
✨ 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.

When scaling personalized newsletters to 10,000 subscribers, balancing quality, cost, and speed is crucial for solo founders. Claude Sonnet 4.6 and Gemini 3.1 Flash offer distinct advantages in this competitive landscape. Sonnet 4.6 is recognized for its strong performance in generating coherent, contextually relevant text, making it adept at crafting engaging and nuanced newsletter introductions that feel personal and thoughtful. It provides a solid middle ground between raw cost-efficiency and sophisticated output. Gemini 3.1 Flash, on the other hand, excels in speed and cost-effectiveness, often delivering impressive results with lower latency, which can be vital for high-throughput operations. While it may not always match Sonnet 4.6’s depth in nuanced writing, its overall capability and multimodal features offer flexibility. Founders must consider whether their personalization strategy leans towards nuanced prose or rapid, cost-optimized delivery when choosing between these two robust models.

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.

Related model pricing

Claude Sonnet 4.6 currently costs $3.00 / $15.00 per 1M tokens. These are the models worth pricing against it, taken live from the tracked registry.

Compare across providers

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