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. OpenAI offers varying discounts for cached tokens (typically 50-80%). Your calculation saves money by applying caching to 25% 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.

Orchestrating 50K-Token Agent Tasks for 100M-Token Monthly Pipelines

Name: Claude Opus 4.7
Brand: Anthropic
Price: 0.06 USD
Availability: InStock
Rating: 4.5 (89 reviews)

o3 Pro vs Claude Opus 4.7

Complete Comparison: 50,000 input tokens × 1,500 output tokens

⚡ 25% Cached

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with 25% Cached.

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

Comparison Criteria	o3 Pro OpenAI	Claude Opus 4.7 Anthropic
Calculation Results (Current Inputs) (25% cached)
Input Tokens	50,000	50,000
Output Tokens	1,500	1,500
Cost Breakdown
Input Cost	$0.250000Worst	$0.062500 (rounded ~ $0.06)Best
Output Cost	$0.030000Worst	$0.009375Best
Unit Cost (Audio/OCR)	$0.000000	$0.000000
Service Fees	$0.000000	$0.000000
Total Cost	$0.223750 (rounded ~ $0.22) Most Expensive	$0.057813 (rounded ~ $0.06) Best Value
Processing Time	2 minutes, 30.27 seconds Fastest	3 minutes, 22.22 seconds Slowest
Tokens per Second	350Fastest	260Slowest
Time to First Token	300ms Best	400ms Worst
Cost per 1K tokens	$0.004345Worst	$0.001123Best
Tokens per Dollar	230,168Worst Value	890,811Best Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base)	$5.000000Worst	$1.250000Best
Output Cost / 1M (Base)	$20.000000Worst	$6.250000Best
Input Cost / 1M (Optimized)	$2.500000Worst Optimizations: 50.0% batch	$0.625000 (rounded ~ $0.63)Best Optimizations: 50.0% batch
Output Cost / 1M (Optimized)	$10.000000Worst Optimizations: 50.0% batch	$3.125000 (rounded ~ $3.13)Best Optimizations: 50.0% batch
Capabilities & Advanced Features
Images Support	✓ Supported	✓ Supported
Caching Support 25	✓ 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.

o3 Pro OpenAI

$0.223750 (rounded ~ $0.22)

Total Cost

⚡ 25% 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) $0.280000 Input: $0.250000
Output: $0.030000

Optimized Cost $0.223750 (rounded ~ $0.22) Input: $0.250000
Output: $0.030000
Unit: $0.000000
Fees: $0.000000

Total Savings $0.056250 (rounded ~ $0.06) 20.1% 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: $0.250000
Output Cost: $0.030000
Total Cost: $0.223750 (rounded ~ $0.22)
Cost per 1K tokens: $0.004345
Tokens per dollar: 230,168 tokens
Context Window: 200000 tokens

Speed & Performance Analysis

With a processing speed of 350 tokens per second and 300ms time to first token:

Processing Time: 2 minutes, 30.27 seconds
Latency: 300 milliseconds to first token
Base Throughput: 350 tokens/second
Effective Throughput: 343 tokens/second (temperature-adjusted)

Best Use Cases

Ideal for enterprise architectures requiring high-reliability intent routing (o3 Pro) vs. complexcontext-heavy information synthesis and worker-agent delegation (Claude Opus 4.7).

Want this applied to YOUR actual stack?

This calculator shows the math for o3 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 4.7 Anthropic 1000000

$0.057813 (rounded ~ $0.06)

Total Cost

⚡ 25% 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) $0.071875 (rounded ~ $0.07) Input: $0.062500 (rounded ~ $0.06)
Output: $0.009375

Optimized Cost $0.057813 (rounded ~ $0.06) Input: $0.062500 (rounded ~ $0.06)
Output: $0.009375
Unit: $0.000000
Fees: $0.000000

Total Savings $0.014063 (rounded ~ $0.01) 19.6% 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: $0.062500 (rounded ~ $0.06)
Output Cost: $0.009375
Total Cost: $0.057813 (rounded ~ $0.06)
Cost per 1K tokens: $0.001123
Tokens per dollar: 890,811 tokens
Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 260 tokens per second and 400ms time to first token:

Processing Time: 3 minutes, 22.22 seconds
Latency: 400 milliseconds to first token
Base Throughput: 260 tokens/second
Effective Throughput: 255 tokens/second (temperature-adjusted)

Best Use Cases

Ideal for enterprise architectures requiring high-reliability intent routing (o3 Pro) vs. complexcontext-heavy information synthesis and worker-agent delegation (Claude Opus 4.7).

Want this applied to YOUR actual stack?

This calculator shows the math for Claude Opus 4.7. 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 o3 Pro

📋 Active Input Parameters

Input Tokens: 50,000

Output Tokens: 1,500

Batch API: Enabled (50% discount)

Cached Tokens: 25%

Tools: Enabled

Rank	AI Model & Provider	Total Cost	vs o3 Pro	vs Claude Opus 4.7
🏆	Claude Haiku 5.5 Anthropic	$0.002313 Best Value	↓ 99% cheaper	↓ 96% cheaper
🥈	GPT-6 Luna OpenAI	$0.002313	↓ 99% cheaper	↓ 96% cheaper
🥉	GPT-5.6 Luna OpenAI	$0.002388	↓ 98.9% cheaper	↓ 95.9% cheaper
#4	Gemini 3.1 Flash Lite Google	$0.002984	↓ 98.7% cheaper	↓ 94.8% cheaper
#5	Gemini 3.5 Flash-Lite Google	$0.003844	↓ 98.3% cheaper	↓ 93.4% cheaper
#6	Gemini 2.5 Flash Google	$0.003844	↓ 98.3% cheaper	↓ 93.4% cheaper
#7	Mistral Large 3 Mistral AI	$0.005406 (rounded ~ $0.01)	↓ 97.6% cheaper	↓ 90.6% cheaper
#8	Gemini 3.8 Flash Google	$0.008672 (rounded ~ $0.01)	↓ 96.1% cheaper	↓ 85% cheaper
#9	Gemini 3.6 Flash Google	$0.008672 (rounded ~ $0.01)	↓ 96.1% cheaper	↓ 85% cheaper
#10	GPT-5.4 mini OpenAI	$0.008953 (rounded ~ $0.01)	↓ 96% cheaper	↓ 84.5% cheaper
#11	Claude Haiku 4.5 Anthropic	$0.011563 (rounded ~ $0.01)	↓ 94.8% cheaper	↓ 80% cheaper
#12	Gemini 3.1 Flash Google	$0.011938 (rounded ~ $0.01)	↓ 94.7% cheaper	↓ 79.4% cheaper
#13	Mistral Large 4 Mistral AI	$0.014743 (rounded ~ $0.01)	↓ 93.4% cheaper	↓ 74.5% cheaper
#14	GPT-5.3 Codex Spark OpenAI	$0.022203 (rounded ~ $0.02)	↓ 90.1% cheaper	↓ 61.6% cheaper
#15	GPT-5.3 Instant OpenAI	$0.022203 (rounded ~ $0.02)	↓ 90.1% cheaper	↓ 61.6% cheaper
#16	Claude Sonnet 5.5 Anthropic	$0.022813 (rounded ~ $0.02)	↓ 89.8% cheaper	↓ 60.5% cheaper
#17	Claude Sonnet 5 Anthropic	$0.023125 (rounded ~ $0.02)	↓ 89.7% cheaper	↓ 60% cheaper
#18	Gemini 4 Argon Google	$0.023125 (rounded ~ $0.02)	↓ 89.7% cheaper	↓ 60% cheaper
#19	GPT-5.6 Terra OpenAI	$0.023875 (rounded ~ $0.02)	↓ 89.3% cheaper	↓ 58.7% cheaper
#20	Gemini 2.5 Pro Google	$0.031719 (rounded ~ $0.03)	↓ 85.8% cheaper	↓ 45.1% cheaper
#21	Claude Sonnet 4.6 Anthropic	$0.034688 (rounded ~ $0.03)	↓ 84.5% cheaper	↓ 40% cheaper
#22	Grok 4.3 xAI	$0.041750 (rounded ~ $0.04)	↓ 81.3% cheaper	↓ 27.8% cheaper
#23	Grok 4.20 Beta xAI	$0.041750 (rounded ~ $0.04)	↓ 81.3% cheaper	↓ 27.8% cheaper
#24	Claude Opus 5.5 Anthropic	$0.045625 (rounded ~ $0.05)	↓ 79.6% cheaper	↓ 21.1% cheaper
#25	GPT-6.1 Sol OpenAI	$0.046250 (rounded ~ $0.05)	↓ 79.3% cheaper	↓ 20% cheaper
#26	GPT-6 Sol OpenAI	$0.046250 (rounded ~ $0.05)	↓ 79.3% cheaper	↓ 20% cheaper
#27	GPT-5.6 Sol OpenAI	$0.046250 (rounded ~ $0.05)	↓ 79.3% cheaper	↓ 20% cheaper
#28	Gemini 3.1 Pro Google	$0.047750 (rounded ~ $0.05)	↓ 78.7% cheaper	↓ 17.4% cheaper
#29	Claude Opus 4.7 Anthropic	$0.057813 (rounded ~ $0.06)	↓ 74.2% cheaper	Same price
#30	Claude Opus 5 Anthropic	$0.057813 (rounded ~ $0.06)	↓ 74.2% cheaper	Same price
#31	Claude Opus 4.8 Anthropic	$0.057813 (rounded ~ $0.06)	↓ 74.2% cheaper	Same price
#32	Claude Opus 4.6 Anthropic	$0.057813 (rounded ~ $0.06)	↓ 74.2% cheaper	Same price
#33	GPT-5.4 OpenAI	$0.059688	↓ 73.3% cheaper	↑ 3.2% more
#34	GPT-5.4 Thinking OpenAI	$0.059688	↓ 73.3% cheaper	↑ 3.2% more
#35	GPT-5.5 Instant OpenAI	$0.059688	↓ 73.3% cheaper	↑ 3.2% more
#36	Claude Fable 5.1 Anthropic	$0.113281 (rounded ~ $0.11)	↓ 49.4% cheaper	↑ 95.9% more
#37	Claude Mythos 5.1 Anthropic	$0.113281 (rounded ~ $0.11)	↓ 49.4% cheaper	↑ 95.9% more
#38	Claude Fable 5 Anthropic	$0.115625 (rounded ~ $0.12)	↓ 48.3% cheaper	↑ 100% more
#39	Claude Mythos 5 Anthropic	$0.115625 (rounded ~ $0.12)	↓ 48.3% cheaper	↑ 100% more
#40	GPT-5.5 OpenAI	$0.119375	↓ 46.6% cheaper	↑ 106.5% more
#41	GPT-6 Astra OpenAI	$0.231250 (rounded ~ $0.23)	↑ 3.4% more	↑ 300% more
#42	GPT-5.2 Pro OpenAI	$0.266438 (rounded ~ $0.27)	↑ 19.1% more	↑ 360.9% more
#43	GPT-5.2 Pro OpenAI	$0.266438 (rounded ~ $0.27)	↑ 19.1% more	↑ 360.9% more

🏆

Claude Haiku 5.5
Anthropic

$0.002313

vs o3 Pro: ↓ 99%

vs Claude Opus 4.7: ↓ 96%

🥈

GPT-6 Luna
OpenAI

$0.002313

vs o3 Pro: ↓ 99%

vs Claude Opus 4.7: ↓ 96%

🥉

GPT-5.6 Luna
OpenAI

$0.002388

vs o3 Pro: ↓ 98.9%

vs Claude Opus 4.7: ↓ 95.9%

Gemini 3.1 Flash Lite
Google

$0.002984

vs o3 Pro: ↓ 98.7%

vs Claude Opus 4.7: ↓ 94.8%

Gemini 3.5 Flash-Lite
Google

$0.003844

vs o3 Pro: ↓ 98.3%

vs Claude Opus 4.7: ↓ 93.4%

Gemini 2.5 Flash
Google

$0.003844

vs o3 Pro: ↓ 98.3%

vs Claude Opus 4.7: ↓ 93.4%

Mistral Large 3
Mistral AI

$0.005406 (rounded ~ $0.01)

vs o3 Pro: ↓ 97.6%

vs Claude Opus 4.7: ↓ 90.6%

Gemini 3.8 Flash
Google

$0.008672 (rounded ~ $0.01)

vs o3 Pro: ↓ 96.1%

vs Claude Opus 4.7: ↓ 85%

Gemini 3.6 Flash
Google

$0.008672 (rounded ~ $0.01)

vs o3 Pro: ↓ 96.1%

vs Claude Opus 4.7: ↓ 85%

#10

GPT-5.4 mini
OpenAI

$0.008953 (rounded ~ $0.01)

vs o3 Pro: ↓ 96%

vs Claude Opus 4.7: ↓ 84.5%

#11

Claude Haiku 4.5
Anthropic

$0.011563 (rounded ~ $0.01)

vs o3 Pro: ↓ 94.8%

vs Claude Opus 4.7: ↓ 80%

#12

Gemini 3.1 Flash
Google

$0.011938 (rounded ~ $0.01)

vs o3 Pro: ↓ 94.7%

vs Claude Opus 4.7: ↓ 79.4%

#13

Mistral Large 4
Mistral AI

$0.014743 (rounded ~ $0.01)

vs o3 Pro: ↓ 93.4%

vs Claude Opus 4.7: ↓ 74.5%

#14

GPT-5.3 Codex Spark
OpenAI

$0.022203 (rounded ~ $0.02)

vs o3 Pro: ↓ 90.1%

vs Claude Opus 4.7: ↓ 61.6%

#15

GPT-5.3 Instant
OpenAI

$0.022203 (rounded ~ $0.02)

vs o3 Pro: ↓ 90.1%

vs Claude Opus 4.7: ↓ 61.6%

#16

Claude Sonnet 5.5
Anthropic

$0.022813 (rounded ~ $0.02)

vs o3 Pro: ↓ 89.8%

vs Claude Opus 4.7: ↓ 60.5%

#17

Claude Sonnet 5
Anthropic

$0.023125 (rounded ~ $0.02)

vs o3 Pro: ↓ 89.7%

vs Claude Opus 4.7: ↓ 60%

#18

Gemini 4 Argon
Google

$0.023125 (rounded ~ $0.02)

vs o3 Pro: ↓ 89.7%

vs Claude Opus 4.7: ↓ 60%

#19

GPT-5.6 Terra
OpenAI

$0.023875 (rounded ~ $0.02)

vs o3 Pro: ↓ 89.3%

vs Claude Opus 4.7: ↓ 58.7%

#20

Gemini 2.5 Pro
Google

$0.031719 (rounded ~ $0.03)

vs o3 Pro: ↓ 85.8%

vs Claude Opus 4.7: ↓ 45.1%

#21

Claude Sonnet 4.6
Anthropic

$0.034688 (rounded ~ $0.03)

vs o3 Pro: ↓ 84.5%

vs Claude Opus 4.7: ↓ 40%

#22

Grok 4.3
xAI

$0.041750 (rounded ~ $0.04)

vs o3 Pro: ↓ 81.3%

vs Claude Opus 4.7: ↓ 27.8%

#23

Grok 4.20 Beta
xAI

$0.041750 (rounded ~ $0.04)

vs o3 Pro: ↓ 81.3%

vs Claude Opus 4.7: ↓ 27.8%

#24

Claude Opus 5.5
Anthropic

$0.045625 (rounded ~ $0.05)

vs o3 Pro: ↓ 79.6%

vs Claude Opus 4.7: ↓ 21.1%

#25

GPT-6.1 Sol
OpenAI

$0.046250 (rounded ~ $0.05)

vs o3 Pro: ↓ 79.3%

vs Claude Opus 4.7: ↓ 20%

#26

GPT-6 Sol
OpenAI

$0.046250 (rounded ~ $0.05)

vs o3 Pro: ↓ 79.3%

vs Claude Opus 4.7: ↓ 20%

#27

GPT-5.6 Sol
OpenAI

$0.046250 (rounded ~ $0.05)

vs o3 Pro: ↓ 79.3%

vs Claude Opus 4.7: ↓ 20%

#28

Gemini 3.1 Pro
Google

$0.047750 (rounded ~ $0.05)

vs o3 Pro: ↓ 78.7%

vs Claude Opus 4.7: ↓ 17.4%

#29

Claude Opus 4.7
Anthropic

$0.057813 (rounded ~ $0.06)

vs o3 Pro: ↓ 74.2%

vs Claude Opus 4.7: Same

#30

Claude Opus 5
Anthropic

$0.057813 (rounded ~ $0.06)

vs o3 Pro: ↓ 74.2%

vs Claude Opus 4.7: Same

#31

Claude Opus 4.8
Anthropic

$0.057813 (rounded ~ $0.06)

vs o3 Pro: ↓ 74.2%

vs Claude Opus 4.7: Same

#32

Claude Opus 4.6
Anthropic

$0.057813 (rounded ~ $0.06)

vs o3 Pro: ↓ 74.2%

vs Claude Opus 4.7: Same

#33

GPT-5.4
OpenAI

$0.059688

vs o3 Pro: ↓ 73.3%

vs Claude Opus 4.7: ↑ 3.2%

#34

GPT-5.4 Thinking
OpenAI

$0.059688

vs o3 Pro: ↓ 73.3%

vs Claude Opus 4.7: ↑ 3.2%

#35

GPT-5.5 Instant
OpenAI

$0.059688

vs o3 Pro: ↓ 73.3%

vs Claude Opus 4.7: ↑ 3.2%

#36

Claude Fable 5.1
Anthropic

$0.113281 (rounded ~ $0.11)

vs o3 Pro: ↓ 49.4%

vs Claude Opus 4.7: ↑ 95.9%

#37

Claude Mythos 5.1
Anthropic

$0.113281 (rounded ~ $0.11)

vs o3 Pro: ↓ 49.4%

vs Claude Opus 4.7: ↑ 95.9%

#38

Claude Fable 5
Anthropic

$0.115625 (rounded ~ $0.12)

vs o3 Pro: ↓ 48.3%

vs Claude Opus 4.7: ↑ 100%

#39

Claude Mythos 5
Anthropic

$0.115625 (rounded ~ $0.12)

vs o3 Pro: ↓ 48.3%

vs Claude Opus 4.7: ↑ 100%

#40

GPT-5.5
OpenAI

$0.119375

vs o3 Pro: ↓ 46.6%

vs Claude Opus 4.7: ↑ 106.5%

#41

GPT-6 Astra
OpenAI

$0.231250 (rounded ~ $0.23)

vs o3 Pro: ↑ 3.4%

vs Claude Opus 4.7: ↑ 300%

#42

GPT-5.2 Pro
OpenAI

$0.266438 (rounded ~ $0.27)

vs o3 Pro: ↑ 19.1%

vs Claude Opus 4.7: ↑ 360.9%

#43

GPT-5.2 Pro
OpenAI

$0.266438 (rounded ~ $0.27)

vs o3 Pro: ↑ 19.1%

vs Claude Opus 4.7: ↑ 360.9%

✨ 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.

The Orchestrator’s Dilemma

In high-scale voice AI deployments, the architecture hinges on the orchestrator—the central brain that routes intent, delegates tasks to specialized worker agents, and maintains state across the conversation. At a scale of 100 million tokens monthly, the choice between o3 Pro and Claude Opus 4.7 becomes a strategic infrastructure decision that impacts both system latency and reasoning reliability.

o3 Pro offers a specialized reasoning-first architecture that is highly effective for complex intent routing and multi-step logic. Its strength lies in its ability to evaluate multiple decision pathways before committing to an action, which can significantly reduce the ‘hallucination drift’ common in multi-agent voice systems. It is particularly well-suited for orchestrators that must act as a gatekeeper, verifying that worker agents remain within the defined compliance and operational boundaries.

Conversely, Claude Opus 4.7 excels in high-context coherence and multi-modal integration. When an orchestration pipeline requires synthesizing vast amounts of retrieved background data—such as customer history or technical documentation—Opus maintains a steadier grasp on the broader context across long-running sessions. This makes it an ideal candidate for workers that perform deep-dive data analysis or complex code generation within the agentic loop.

For engineering teams, the trade-off is often between the reasoning-heavy, deliberative style of o3 Pro and the robust, long-context operational capacity of Claude Opus 4.7. Selecting the correct model involves testing the latency of the orchestration chain under peak load to ensure that the added reasoning overhead of these frontier models doesn’t degrade the sub-second response requirements of your voice agents.

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.

Orchestrating 50K-Token Agent Tasks for 100M-Token Monthly Pipelines

🔄 Compare Different AI Models

First Model

Second Model

Select AI Model

o3 Pro

Calculate Token Costs

📊 Advanced Cost Breakdown

Processing Speed

Model Comparison

Model Information

🔄 Advanced Options

⚡ Optimization

🧠 Reasoning & Thinking

🔧 Special Modes

📚 Research & Citations

🎤 Realtime Audio & Video

o3 Pro OpenAI

💰 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?

Claude Opus 4.7 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?

✨ 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

Gemini 3.5 Flash-Lite Google

Gemini 2.5 Flash Google

Mistral Large 3 Mistral AI

Gemini 3.8 Flash Google

Gemini 3.6 Flash Google

GPT-5.4 mini OpenAI

Claude Haiku 4.5 Anthropic

Gemini 3.1 Flash Google

Mistral Large 4 Mistral AI

GPT-5.3 Codex Spark OpenAI

GPT-5.3 Instant OpenAI

Claude Sonnet 5.5 Anthropic

Claude Sonnet 5 Anthropic

Gemini 4 Argon Google

GPT-5.6 Terra OpenAI

Gemini 2.5 Pro Google

Claude Sonnet 4.6 Anthropic

Grok 4.3 xAI

Grok 4.20 Beta xAI

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

The Orchestrator’s Dilemma

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

Gemini 3.5 Flash-Lite
Google

Gemini 2.5 Flash
Google

Mistral Large 3
Mistral AI

Gemini 3.8 Flash
Google

Gemini 3.6 Flash
Google

GPT-5.4 mini
OpenAI

Claude Haiku 4.5
Anthropic

Gemini 3.1 Flash
Google

Mistral Large 4
Mistral AI

GPT-5.3 Codex Spark
OpenAI

GPT-5.3 Instant
OpenAI

Claude Sonnet 5.5
Anthropic

Claude Sonnet 5
Anthropic

Gemini 4 Argon
Google

GPT-5.6 Terra
OpenAI

Gemini 2.5 Pro
Google

Claude Sonnet 4.6
Anthropic

Grok 4.3
xAI

Grok 4.20 Beta
xAI

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