What are cached tokens and how do they save money?

Cached tokens are repeated input tokens (like system prompts or conversation history) that providers charge at a discounted rate. Anthropic offers varying discounts for cached tokens (typically 50-80%). Your calculation saves money by applying caching to 50% of input tokens for optimized cost savings.

When should I use Batch API vs real-time API?

Use Batch API for non-realtime processing of large volumes where latency isn't critical (saves up to 40-60%). Use real-time API for interactive applications like chatbots. Batch processing is ideal for data analysis, content generation in bulk, and offline processing.

What should I consider when comparing different AI models?

When comparing AI models, focus on factors such as performance, accuracy, response speed, cost, scalability, and how well the model fits your specific use case. The right choice depends on your workload, budget, and the type of tasks you want the AI to handle. Using an AI cost and time calculator can help you make an informed, data-driven decision.

Claude Sonnet 5.5 vs GPT-6 Sol for Scientific Literature Review at 50K Tokens

Name: GPT-6 Sol
Brand: OpenAI
Price: 0.10 USD
Availability: InStock
Rating: 4.5 (89 reviews)

Claude Sonnet 5.5 vs GPT-6 Sol

Complete Comparison: 50,000 input tokens × 15,000 output tokens

⚡ 50% Cached

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with 50% Cached.

⚡ Caching Optimized (up to 90% savings) 📊 Batch API

Comparison Criteria	Claude Sonnet 5.5 Anthropic	GPT-6 Sol OpenAI
Calculation Results (Current Inputs) (50% cached)
Input Tokens	50,000	50,000
Output Tokens	15,000	15,000
Cost Breakdown
Input Cost	$0.025000 (rounded ~ $0.03)Best	$0.050000Worst
Output Cost	$0.037500 (rounded ~ $0.04)Best	$0.075000 (rounded ~ $0.08)Worst
Unit Cost (Audio/OCR)	$0.000000	$0.000000
Service Fees	$0.000000	$0.000000
Total Cost	$0.050625 Best Value	$0.102500 (rounded ~ $0.10) Most Expensive
Processing Time	3 minutes, 52.01 seconds Fastest	8 minutes, 51.10 seconds Slowest
Tokens per Second	300Fastest	131Slowest
Time to First Token	300ms Best	340ms Worst
Cost per 1K tokens	$0.000779Best	$0.001577Worst
Tokens per Dollar	1,283,951Best Value	634,146Worst Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base)	$0.500000Best	$1.000000Worst
Output Cost / 1M (Base)	$2.500000Best	$5.000000Worst
Input Cost / 1M (Optimized)	$0.250000Best Optimizations: 50.0% batch	$0.500000Worst Optimizations: 50.0% batch
Output Cost / 1M (Optimized)	$1.250000Best Optimizations: 50.0% batch	$2.500000Worst Optimizations: 50.0% batch
Capabilities & Advanced Features
Images Support	✓ Supported	✓ Supported
Caching Support 50	✓ Supported	✓ Supported
Batch API Support	✓ Supported	✓ Supported
Tool Usage Support	✓ Supported	✓ Supported

Scroll horizontally to see all data

🔄 Compare Different AI Models

First Model

Provider

Model

Second Model

Provider

Model

Select providers and models above, then click "Compare Models" to update the comparison.
All other parameters will be preserved from the current comparison.

Claude Sonnet 5.5 Anthropic 1000000

$0.050625

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) $0.062500 (rounded ~ $0.06) Input: $0.025000 (rounded ~ $0.03)
Output: $0.037500 (rounded ~ $0.04)

Optimized Cost $0.050625 Input: $0.025000 (rounded ~ $0.03)
Output: $0.037500 (rounded ~ $0.04)
Unit: $0.000000
Fees: $0.000000

Total Savings $0.011875 (rounded ~ $0.01) 19.0% 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 15,000 output tokens:

Input Cost: $0.025000 (rounded ~ $0.03)
Output Cost: $0.037500 (rounded ~ $0.04)
Total Cost: $0.050625
Cost per 1K tokens: $0.000779
Tokens per dollar: 1,283,951 tokens
Context Window: 1000000 tokens

Speed & Performance Analysis

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

Processing Time: 3 minutes, 52.01 seconds
Latency: 300 milliseconds to first token
Base Throughput: 300 tokens/second
Effective Throughput: 280 tokens/second (temperature-adjusted)

Best Use Cases

Choose Claude Sonnet 5.5 for polishedstructured drafting. Choose GPT-6 Sol for analytical heavy lifting and complex reasoning across research datasets.

Want this applied to YOUR actual stack?

This calculator shows the math for Claude Sonnet 5.5. 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 →

GPT-6 Sol OpenAI 1050000

$0.102500 (rounded ~ $0.10)

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) $0.125000 (rounded ~ $0.13) Input: $0.050000
Output: $0.075000 (rounded ~ $0.08)

Optimized Cost $0.102500 (rounded ~ $0.10) Input: $0.050000
Output: $0.075000 (rounded ~ $0.08)
Unit: $0.000000
Fees: $0.000000

Total Savings $0.022500 (rounded ~ $0.02) 18.0% discount

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 50,000 input tokens and 15,000 output tokens:

Input Cost: $0.050000
Output Cost: $0.075000 (rounded ~ $0.08)
Total Cost: $0.102500 (rounded ~ $0.10)
Cost per 1K tokens: $0.001577
Tokens per dollar: 634,146 tokens
Context Window: 1050000 tokens

Speed & Performance Analysis

With a processing speed of 131 tokens per second and 340ms time to first token:

Processing Time: 8 minutes, 51.10 seconds
Latency: 340 milliseconds to first token
Base Throughput: 131 tokens/second
Effective Throughput: 122 tokens/second (temperature-adjusted)

Best Use Cases

Choose Claude Sonnet 5.5 for polishedstructured drafting. Choose GPT-6 Sol for analytical heavy lifting and complex reasoning across research datasets.

Want this applied to YOUR actual stack?

This calculator shows the math for GPT-6 Sol. 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 5.5

📋 Active Input Parameters

Input Tokens: 50,000

Output Tokens: 15,000

Batch API: Enabled (50% discount)

Cached Tokens: 50%

Tools: Enabled

Rank	AI Model & Provider	Total Cost	vs Claude Sonnet 5.5	vs GPT-6 Sol
🏆	Claude Haiku 5.5 Anthropic	$0.005125 (rounded ~ $0.01) Best Value	↓ 89.9% cheaper	↓ 95% cheaper
🥈	GPT-6 Luna OpenAI	$0.005125 (rounded ~ $0.01)	↓ 89.9% cheaper	↓ 95% cheaper
🥉	GPT-5.6 Luna OpenAI	$0.005875 (rounded ~ $0.01)	↓ 88.4% cheaper	↓ 94.3% cheaper
#4	Gemini 3.1 Flash Lite Google	$0.007344 (rounded ~ $0.01)	↓ 85.5% cheaper	↓ 92.8% cheaper
#5	Mistral Large 3 Mistral AI	$0.009063	↓ 82.1% cheaper	↓ 91.2% cheaper
#6	Gemini 3.5 Flash-Lite Google	$0.011438 (rounded ~ $0.01)	↓ 77.4% cheaper	↓ 88.8% cheaper
#7	Gemini 2.5 Flash Google	$0.011438 (rounded ~ $0.01)	↓ 77.4% cheaper	↓ 88.8% cheaper
#8	Gemini 3.8 Flash Google	$0.019219	↓ 62% cheaper	↓ 81.3% cheaper
#9	Gemini 3.6 Flash Google	$0.019219	↓ 62% cheaper	↓ 81.3% cheaper
#10	GPT-5.4 mini OpenAI	$0.022031 (rounded ~ $0.02)	↓ 56.5% cheaper	↓ 78.5% cheaper
#11	Mistral Large 4 Mistral AI	$0.025025 (rounded ~ $0.03)	↓ 50.6% cheaper	↓ 75.6% cheaper
#12	Claude Haiku 4.5 Anthropic	$0.025625 (rounded ~ $0.03)	↓ 49.4% cheaper	↓ 75% cheaper
#13	Gemini 3.1 Flash Google	$0.029375	↓ 42% cheaper	↓ 71.3% cheaper
#14	Gemini 4 Argon Google	$0.051250 (rounded ~ $0.05)	↑ 1.2% more	↓ 50% cheaper
#15	Claude Sonnet 5 Anthropic	$0.051250 (rounded ~ $0.05)	↑ 1.2% more	↓ 50% cheaper
#16	Grok 4.3 xAI	$0.057500 (rounded ~ $0.06)	↑ 13.6% more	↓ 43.9% cheaper
#17	Grok 4.20 Beta xAI	$0.057500 (rounded ~ $0.06)	↑ 13.6% more	↓ 43.9% cheaper
#18	GPT-5.6 Terra OpenAI	$0.058750 (rounded ~ $0.06)	↑ 16% more	↓ 42.7% cheaper
#19	GPT-5.3 Codex Spark OpenAI	$0.064531 (rounded ~ $0.06)	↑ 27.5% more	↓ 37% cheaper
#20	GPT-5.3 Instant OpenAI	$0.064531 (rounded ~ $0.06)	↑ 27.5% more	↓ 37% cheaper
#21	Claude Sonnet 4.6 Anthropic	$0.076875 (rounded ~ $0.08)	↑ 51.9% more	↓ 25% cheaper
#22	Gemini 2.5 Pro Google	$0.092188 (rounded ~ $0.09)	↑ 82.1% more	↓ 10.1% cheaper
#23	Claude Opus 5.5 Anthropic	$0.101250 (rounded ~ $0.10)	↑ 100% more	↓ 1.2% cheaper
#24	GPT-6.1 Sol OpenAI	$0.102500 (rounded ~ $0.10)	↑ 102.5% more	Same price
#25	GPT-6 Sol OpenAI	$0.102500 (rounded ~ $0.10)	↑ 102.5% more	Same price
#26	GPT-5.6 Sol OpenAI	$0.102500 (rounded ~ $0.10)	↑ 102.5% more	Same price
#27	Gemini 3.1 Pro Google	$0.117500 (rounded ~ $0.12)	↑ 132.1% more	↑ 14.6% more
#28	Claude Opus 4.7 Anthropic	$0.128125 (rounded ~ $0.13)	↑ 153.1% more	↑ 25% more
#29	Claude Opus 5 Anthropic	$0.128125 (rounded ~ $0.13)	↑ 153.1% more	↑ 25% more
#30	Claude Opus 4.8 Anthropic	$0.128125 (rounded ~ $0.13)	↑ 153.1% more	↑ 25% more
#31	Claude Opus 4.6 Anthropic	$0.128125 (rounded ~ $0.13)	↑ 153.1% more	↑ 25% more
#32	GPT-5.4 OpenAI	$0.146875 (rounded ~ $0.15)	↑ 190.1% more	↑ 43.3% more
#33	GPT-5.4 Thinking OpenAI	$0.146875 (rounded ~ $0.15)	↑ 190.1% more	↑ 43.3% more
#34	GPT-5.5 Instant OpenAI	$0.146875 (rounded ~ $0.15)	↑ 190.1% more	↑ 43.3% more
#35	Claude Fable 5.1 Anthropic	$0.251563 (rounded ~ $0.25)	↑ 396.9% more	↑ 145.4% more
#36	Claude Mythos 5.1 Anthropic	$0.251563 (rounded ~ $0.25)	↑ 396.9% more	↑ 145.4% more
#37	Claude Fable 5 Anthropic	$0.256250 (rounded ~ $0.26)	↑ 406.2% more	↑ 150% more
#38	Claude Mythos 5 Anthropic	$0.256250 (rounded ~ $0.26)	↑ 406.2% more	↑ 150% more
#39	GPT-5.5 OpenAI	$0.293750 (rounded ~ $0.29)	↑ 480.2% more	↑ 186.6% more
#40	GPT-6 Astra OpenAI	$0.512500 (rounded ~ $0.51)	↑ 912.3% more	↑ 400% more
#41	GPT-5.2 Pro OpenAI	$0.774375 (rounded ~ $0.77)	↑ 1429.6% more	↑ 655.5% more
#42	GPT-5.2 Pro OpenAI	$0.774375 (rounded ~ $0.77)	↑ 1429.6% more	↑ 655.5% more

🏆

Claude Haiku 5.5
Anthropic

$0.005125 (rounded ~ $0.01)

vs Claude Sonnet 5.5: ↓ 89.9%

vs GPT-6 Sol: ↓ 95%

🥈

GPT-6 Luna
OpenAI

$0.005125 (rounded ~ $0.01)

vs Claude Sonnet 5.5: ↓ 89.9%

vs GPT-6 Sol: ↓ 95%

🥉

GPT-5.6 Luna
OpenAI

$0.005875 (rounded ~ $0.01)

vs Claude Sonnet 5.5: ↓ 88.4%

vs GPT-6 Sol: ↓ 94.3%

Gemini 3.1 Flash Lite
Google

$0.007344 (rounded ~ $0.01)

vs Claude Sonnet 5.5: ↓ 85.5%

vs GPT-6 Sol: ↓ 92.8%

Mistral Large 3
Mistral AI

$0.009063

vs Claude Sonnet 5.5: ↓ 82.1%

vs GPT-6 Sol: ↓ 91.2%

Gemini 3.5 Flash-Lite
Google

$0.011438 (rounded ~ $0.01)

vs Claude Sonnet 5.5: ↓ 77.4%

vs GPT-6 Sol: ↓ 88.8%

Gemini 2.5 Flash
Google

$0.011438 (rounded ~ $0.01)

vs Claude Sonnet 5.5: ↓ 77.4%

vs GPT-6 Sol: ↓ 88.8%

Gemini 3.8 Flash
Google

$0.019219

vs Claude Sonnet 5.5: ↓ 62%

vs GPT-6 Sol: ↓ 81.3%

Gemini 3.6 Flash
Google

$0.019219

vs Claude Sonnet 5.5: ↓ 62%

vs GPT-6 Sol: ↓ 81.3%

#10

GPT-5.4 mini
OpenAI

$0.022031 (rounded ~ $0.02)

vs Claude Sonnet 5.5: ↓ 56.5%

vs GPT-6 Sol: ↓ 78.5%

#11

Mistral Large 4
Mistral AI

$0.025025 (rounded ~ $0.03)

vs Claude Sonnet 5.5: ↓ 50.6%

vs GPT-6 Sol: ↓ 75.6%

#12

Claude Haiku 4.5
Anthropic

$0.025625 (rounded ~ $0.03)

vs Claude Sonnet 5.5: ↓ 49.4%

vs GPT-6 Sol: ↓ 75%

#13

Gemini 3.1 Flash
Google

$0.029375

vs Claude Sonnet 5.5: ↓ 42%

vs GPT-6 Sol: ↓ 71.3%

#14

Gemini 4 Argon
Google

$0.051250 (rounded ~ $0.05)

vs Claude Sonnet 5.5: ↑ 1.2%

vs GPT-6 Sol: ↓ 50%

#15

Claude Sonnet 5
Anthropic

$0.051250 (rounded ~ $0.05)

vs Claude Sonnet 5.5: ↑ 1.2%

vs GPT-6 Sol: ↓ 50%

#16

Grok 4.3
xAI

$0.057500 (rounded ~ $0.06)

vs Claude Sonnet 5.5: ↑ 13.6%

vs GPT-6 Sol: ↓ 43.9%

#17

Grok 4.20 Beta
xAI

$0.057500 (rounded ~ $0.06)

vs Claude Sonnet 5.5: ↑ 13.6%

vs GPT-6 Sol: ↓ 43.9%

#18

GPT-5.6 Terra
OpenAI

$0.058750 (rounded ~ $0.06)

vs Claude Sonnet 5.5: ↑ 16%

vs GPT-6 Sol: ↓ 42.7%

#19

GPT-5.3 Codex Spark
OpenAI

$0.064531 (rounded ~ $0.06)

vs Claude Sonnet 5.5: ↑ 27.5%

vs GPT-6 Sol: ↓ 37%

#20

GPT-5.3 Instant
OpenAI

$0.064531 (rounded ~ $0.06)

vs Claude Sonnet 5.5: ↑ 27.5%

vs GPT-6 Sol: ↓ 37%

#21

Claude Sonnet 4.6
Anthropic

$0.076875 (rounded ~ $0.08)

vs Claude Sonnet 5.5: ↑ 51.9%

vs GPT-6 Sol: ↓ 25%

#22

Gemini 2.5 Pro
Google

$0.092188 (rounded ~ $0.09)

vs Claude Sonnet 5.5: ↑ 82.1%

vs GPT-6 Sol: ↓ 10.1%

#23

Claude Opus 5.5
Anthropic

$0.101250 (rounded ~ $0.10)

vs Claude Sonnet 5.5: ↑ 100%

vs GPT-6 Sol: ↓ 1.2%

#24

GPT-6.1 Sol
OpenAI

$0.102500 (rounded ~ $0.10)

vs Claude Sonnet 5.5: ↑ 102.5%

vs GPT-6 Sol: Same

#25

GPT-6 Sol
OpenAI

$0.102500 (rounded ~ $0.10)

vs Claude Sonnet 5.5: ↑ 102.5%

vs GPT-6 Sol: Same

#26

GPT-5.6 Sol
OpenAI

$0.102500 (rounded ~ $0.10)

vs Claude Sonnet 5.5: ↑ 102.5%

vs GPT-6 Sol: Same

#27

Gemini 3.1 Pro
Google

$0.117500 (rounded ~ $0.12)

vs Claude Sonnet 5.5: ↑ 132.1%

vs GPT-6 Sol: ↑ 14.6%

#28

Claude Opus 4.7
Anthropic

$0.128125 (rounded ~ $0.13)

vs Claude Sonnet 5.5: ↑ 153.1%

vs GPT-6 Sol: ↑ 25%

#29

Claude Opus 5
Anthropic

$0.128125 (rounded ~ $0.13)

vs Claude Sonnet 5.5: ↑ 153.1%

vs GPT-6 Sol: ↑ 25%

#30

Claude Opus 4.8
Anthropic

$0.128125 (rounded ~ $0.13)

vs Claude Sonnet 5.5: ↑ 153.1%

vs GPT-6 Sol: ↑ 25%

#31

Claude Opus 4.6
Anthropic

$0.128125 (rounded ~ $0.13)

vs Claude Sonnet 5.5: ↑ 153.1%

vs GPT-6 Sol: ↑ 25%

#32

GPT-5.4
OpenAI

$0.146875 (rounded ~ $0.15)

vs Claude Sonnet 5.5: ↑ 190.1%

vs GPT-6 Sol: ↑ 43.3%

#33

GPT-5.4 Thinking
OpenAI

$0.146875 (rounded ~ $0.15)

vs Claude Sonnet 5.5: ↑ 190.1%

vs GPT-6 Sol: ↑ 43.3%

#34

GPT-5.5 Instant
OpenAI

$0.146875 (rounded ~ $0.15)

vs Claude Sonnet 5.5: ↑ 190.1%

vs GPT-6 Sol: ↑ 43.3%

#35

Claude Fable 5.1
Anthropic

$0.251563 (rounded ~ $0.25)

vs Claude Sonnet 5.5: ↑ 396.9%

vs GPT-6 Sol: ↑ 145.4%

#36

Claude Mythos 5.1
Anthropic

$0.251563 (rounded ~ $0.25)

vs Claude Sonnet 5.5: ↑ 396.9%

vs GPT-6 Sol: ↑ 145.4%

#37

Claude Fable 5
Anthropic

$0.256250 (rounded ~ $0.26)

vs Claude Sonnet 5.5: ↑ 406.2%

vs GPT-6 Sol: ↑ 150%

#38

Claude Mythos 5
Anthropic

$0.256250 (rounded ~ $0.26)

vs Claude Sonnet 5.5: ↑ 406.2%

vs GPT-6 Sol: ↑ 150%

#39

GPT-5.5
OpenAI

$0.293750 (rounded ~ $0.29)

vs Claude Sonnet 5.5: ↑ 480.2%

vs GPT-6 Sol: ↑ 186.6%

#40

GPT-6 Astra
OpenAI

$0.512500 (rounded ~ $0.51)

vs Claude Sonnet 5.5: ↑ 912.3%

vs GPT-6 Sol: ↑ 400%

#41

GPT-5.2 Pro
OpenAI

$0.774375 (rounded ~ $0.77)

vs Claude Sonnet 5.5: ↑ 1429.6%

vs GPT-6 Sol: ↑ 655.5%

#42

GPT-5.2 Pro
OpenAI

$0.774375 (rounded ~ $0.77)

vs Claude Sonnet 5.5: ↑ 1429.6%

vs GPT-6 Sol: ↑ 655.5%

✨ 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.

Scientific literature review and drafting require a delicate balance of deep reasoning, precise synthesis, and the ability to maintain factual accuracy across long-context documents. For research teams, the choice between Claude Sonnet 5.5 and GPT-6 Sol often comes down to the specific nature of the workflow.

Claude Sonnet 5.5 is highly regarded for its writing nuance and clarity. When drafting technical papers, it excels at maintaining a consistent, scholarly tone and structuring complex arguments in a way that is ready for peer review. It performs exceptionally well when tasked with synthesizing findings from multiple papers into a cohesive narrative, making it a strong partner for the drafting phase of a research project.

GPT-6 Sol, by contrast, brings a more analytical edge to the research process. It is particularly effective at identifying subtle connections between disparate datasets or theoretical frameworks, which is crucial during the literature review stage. If your workflow involves deep, multi-step chain-of-thought processing to extract insights from raw research notes or complex experimental summaries, this model often provides the analytical rigor needed to ensure your underlying argument is robust.

Ultimately, both models handle the 50K-token scale with ease. If your primary goal is prose quality and structural coherence, Claude Sonnet 5.5 is often the preferred choice. For intensive, logic-heavy review and hypothesis generation, GPT-6 Sol stands out. Evaluating both against your specific document corpus can help determine which model better aligns with your team’s research speed and output requirements.

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.

Claude Sonnet 5.5 vs GPT-6 Sol for Scientific Literature Review at 50K Tokens

🔄 Compare Different AI Models

First Model

Second Model

Select AI Model

Claude Sonnet 5.5

Calculate Token Costs

📊 Advanced Cost Breakdown

Processing Speed

Model Comparison

Model Information

🔄 Advanced Options

⚡ Optimization

🧠 Reasoning & Thinking

🔧 Special Modes

📚 Research & Citations

🎤 Realtime Audio & Video

Claude Sonnet 5.5 Anthropic 1000000

💰 Total Cost Calculation (from Plugin)

Advanced Cost Breakdown (from Plugin)

Detailed Cost Analysis (from Plugin)

Speed & Performance Analysis

Best Use Cases

Want this applied to YOUR actual stack?

GPT-6 Sol OpenAI 1050000

💰 Total Cost Calculation (from Plugin)

Advanced Cost Breakdown (from Plugin)

Detailed Cost Analysis (from Plugin)

Speed & Performance Analysis

Best Use Cases

Want this applied to YOUR actual stack?

✨ Market Recommendations AI Model Registry

Claude Haiku 5.5 Anthropic

GPT-6 Luna OpenAI

GPT-5.6 Luna OpenAI

Gemini 3.1 Flash Lite Google

Mistral Large 3 Mistral AI

Gemini 3.5 Flash-Lite Google

Gemini 2.5 Flash Google

Gemini 3.8 Flash Google

Gemini 3.6 Flash Google

GPT-5.4 mini OpenAI

Mistral Large 4 Mistral AI

Claude Haiku 4.5 Anthropic

Gemini 3.1 Flash Google

Gemini 4 Argon Google

Claude Sonnet 5 Anthropic

Grok 4.3 xAI

Grok 4.20 Beta xAI

GPT-5.6 Terra OpenAI

GPT-5.3 Codex Spark OpenAI

GPT-5.3 Instant OpenAI

Claude Sonnet 4.6 Anthropic

Gemini 2.5 Pro Google

Claude Opus 5.5 Anthropic

GPT-6.1 Sol OpenAI

GPT-6 Sol OpenAI

GPT-5.6 Sol OpenAI

Gemini 3.1 Pro Google

Claude Opus 4.7 Anthropic

Claude Opus 5 Anthropic

Claude Opus 4.8 Anthropic

Claude Opus 4.6 Anthropic

GPT-5.4 OpenAI

GPT-5.4 Thinking OpenAI

GPT-5.5 Instant OpenAI

Claude Fable 5.1 Anthropic

Claude Mythos 5.1 Anthropic

Claude Fable 5 Anthropic

Claude Mythos 5 Anthropic

GPT-5.5 OpenAI

GPT-6 Astra OpenAI

GPT-5.2 Pro OpenAI

GPT-5.2 Pro OpenAI

Frequently Asked Questions

Related model pricing

Compare across providers

Other models from the same provider

Claude Haiku 5.5
Anthropic

GPT-6 Luna
OpenAI

GPT-5.6 Luna
OpenAI

Gemini 3.1 Flash Lite
Google

Mistral Large 3
Mistral AI

Gemini 3.5 Flash-Lite
Google

Gemini 2.5 Flash
Google

Gemini 3.8 Flash
Google

Gemini 3.6 Flash
Google

GPT-5.4 mini
OpenAI

Mistral Large 4
Mistral AI

Claude Haiku 4.5
Anthropic

Gemini 3.1 Flash
Google

Gemini 4 Argon
Google

Claude Sonnet 5
Anthropic

Grok 4.3
xAI

Grok 4.20 Beta
xAI

GPT-5.6 Terra
OpenAI

GPT-5.3 Codex Spark
OpenAI

GPT-5.3 Instant
OpenAI

Claude Sonnet 4.6
Anthropic

Gemini 2.5 Pro
Google

Claude Opus 5.5
Anthropic

GPT-6.1 Sol
OpenAI

GPT-6 Sol
OpenAI

GPT-5.6 Sol
OpenAI

Gemini 3.1 Pro
Google

Claude Opus 4.7
Anthropic

Claude Opus 5
Anthropic

Claude Opus 4.8
Anthropic

Claude Opus 4.6
Anthropic

GPT-5.4
OpenAI

GPT-5.4 Thinking
OpenAI

GPT-5.5 Instant
OpenAI

Claude Fable 5.1
Anthropic

Claude Mythos 5.1
Anthropic

Claude Fable 5
Anthropic

Claude Mythos 5
Anthropic

GPT-5.5
OpenAI

GPT-6 Astra
OpenAI

GPT-5.2 Pro
OpenAI

GPT-5.2 Pro
OpenAI