Reasoning Overhead Calculator: Hidden Chain-of-Thought

000 tokens</li><li>Hidden Reasoning: 8 vs deepseek-r1
Complete Comparison: 1,000 input tokens × 1,000 output tokens
Comparison Mode (Custom field comparison)

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with multimodal input and caching optimization .

Comparison Criteria 000 tokens</li><li>Hidden Reasoning: 8
000 tokens</li><li>Model: DeepSeek R1 (reasoning specialist)</li><li>Use Case: Complex math/code problems</li></ul>"
deepseek-r1
DeepSeek
Input Parameters Applied (128000 images, https://www.deepseek.com/s video, medium% cached)
Input Tokens 1,000 1,000
Output Tokens 1,000 1,000
Calculation Results
Input Cost $0.002000 (rounded ~ 0.00) Worst $0.000550 Best
Output Cost $0.012000 (rounded ~ 0.01) Worst $0.002190 (rounded ~ 0.00) Best
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $0.014000 (rounded ~ 0.01) Most Expensive $0.002740 (rounded ~ 0.00) Best Value
Processing Time 4.46 seconds Fastest 18.01 seconds Slowest
Tokens per Second 500 Fastest 120 Slowest
Time to First Token 200ms Best 220ms Worst
Cost per 1K tokens $0.007000 (rounded ~ 0.01) Worst $0.001370 (rounded ~ 0.00) Best
Tokens per Dollar 142,857 Worst Value 729,927 Best Value
Cost per 1 Million Tokens
Input Cost / 1M (Base) $2.000000 Worst $0.550000 Best
Output Cost / 1M (Base) $12.000000 Worst $2.190000 Best
Input Cost / 1M (Optimized) $2.000000 Worst
Optimizations: No optimizations applied
$0.550000 Best
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) $12.000000 Worst
Optimizations: No optimizations applied
$2.190000 Best
Optimizations: No optimizations applied
Capabilities
Images Support
128000 images
✗ Not Supported ✗ Not Supported
Video Support
https://www.deepseek.com/ seconds
✗ Not Supported ✗ Not Supported
Caching Support ✗ Not Supported ✓ Supported
Batch API Support ✗ Not Supported Available
Fine-Tuning Mode Standard Standard
Research Mode Not Enabled Not Enabled
Thinking Enabled Not Enabled Not Enabled
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2

Second Model

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

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000 Tokens (4× Multiplier)</li><li>Total Billed: 10
OtherMax Context: 32,768 tokens
Input: $2.000000 / 1M
Output: $12.000000 / 1M

Calculate Token Costs

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▼
Provider-specific multipliers applied after all calculations
Enable for Haiku 4.5 hard cap bypass
Select platform to enforce context limits
Number of requests (max 1M). Summary view auto-enabled >10k.
Multiply total cost by quantity for project budgeting
$0.014000Total Cost
$0.002000Input Cost
$0.012000Output Cost
$0.000000Unit Cost
$0.000000Search Cost
$0.000000Request Fee
$0.000000Tool Fee
$0.000000Code Execution
2,000Total Tokens
$0.007000Cost per 1K
142,857Tokens per $

Click Recalculate to update after making changes

Calculate Processing Speed

▼
4.46sProcessing Time
500Tokens/Second
200msTime to First Token
467Effective Speed

Model Comparison

Select a model to see comparisons with competitors.

Model Information

Select a model to see detailed information.

🔄 Advanced Options

⚡ Optimization
medium%
Flat fee per session (e.g., $0.03 for Code Interpreter)
Hourly storage fee for cached data (Pro: $4.50/1M/hr, Flash: $1.00/1M/hr)
First 50 hours free, $0.05/hour after (reset at 00:00 UTC)
🧠 Specialized Modes
Enable Thinking Mode (Google models)
Manual thinking tokens (billed at output rate, disabled by default)
Adaptive thinking token estimation for DeepSeek models
30% output surcharge (Vertex AI priority)
Billed at output rate × reasoning multiplier
Global 2x multiplier for priority processing
Enable Reasoning/Thinking Mode (DeepSeek R1, Grok Deep Reason)
Enable Agentic Swarm
🔧 Automated Service Fees
Enable for DeepSeek V4 ($0.01 per 1M tokens)
Enable code execution (adds $0.05 flat fee)
$0.01 per query (auto-applied based on Search Queries input)
🤖 xAI Agent Tools (Unified $5.00/1k)
Real-time X data access calls
Standard internet search calls
Python sandbox execution calls (overrides flat fee if set)
📚 xAI RAG Tools (Unified $2.50/1k)
File search tool access
Collections/RAG knowledge base access - aggregated with File Search at $2.50/1k
ℹ️ Updated xAI Tool Pricing: Agent tools (web, X, code) at $5.00/1k calls. RAG tools (collections, file) at $2.50/1k calls. Integer code_execution_calls overrides boolean.
🎤 Realtime Audio & Deep Research
Enable Deep Research ($2.00/$8.00 rates)
Session length for billing ($0.01 per minute, rounded up)
Active speech time within session
📄 Mistral AI - Unit-Based Options
Number of pages to process with OCR (tiered pricing auto-applied)
Enable HTML table reconstruction surcharge
Duration-based audio processing (not token-based)
Enable speaker diarization (Voxtral models only)
Enable context biasing (Voxtral models only)
🔬 Research & Citation
Enable research tier pricing ($2.00/$8.00 + $0.005/query)
Enable reasoning with 1,000 token floor ($0.015 min)
Fee per source cited when research mode is enabled
⚙️ Performance Tuning
Low = Fast
High = Creative
📊 Advanced Cost Breakdown
📊 Multiple Models Detected: This page contains data for 2 models. See the detailed comparison table above, and switch between models using tabs below.

000 tokens</li><li>Hidden Reasoning: 8 000 tokens</li><li>Model: DeepSeek R1 (reasoning specialist)</li><li>Use Case: Complex math/code problems</li></ul>"

$0.014000 (rounded ~ 0.01)
Total Cost
👁️
Vision/Images
✗ Not Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✗ Not Available
📄
OCR Support
✗ Not Available
📊
Batch API
✗ Not Available
⚡
Caching
✗ Not Available

💰 Total Cost Calculation

Base Cost (No Optimizations) $0.014000 (rounded ~ 0.01) Input: $0.002000 (rounded ~ 0.00)
Output: $0.012000 (rounded ~ 0.01)
Optimized Cost $0.014000 (rounded ~ 0.01) Input: $0.002000 (rounded ~ 0.00)
Output: $0.012000 (rounded ~ 0.01)
Unit: $0.000000
Fees: $0.000000

Detailed Cost Analysis

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

  • Input Cost: $0.002000 (rounded ~ 0.00)
  • Output Cost: $0.012000 (rounded ~ 0.01)
  • Unit Cost: $0.000000
  • Service Fees: $0.000000
  • Total Cost: $0.014000 (rounded ~ 0.01)
  • Cost per 1K tokens: $0.007000 (rounded ~ 0.01)
  • Tokens per dollar: 142,857 tokens
  • Context Window: 32768 tokens

Speed & Performance Analysis

With a processing speed of 500 tokens per second and 200ms time to first token:

  • Processing Time: 4.00 seconds
  • Latency: 200 milliseconds to first token
  • Base Throughput: 500 tokens/second
  • Effective Throughput: 467 tokens/second

Best Use Cases

380

deepseek-r1 DeepSeek

$0.002740 (rounded ~ 0.00)
Total Cost
👁️
Vision/Images
✗ Not Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✗ Not Available
📄
OCR Support
✗ Not Available
📊
Batch API
✓ Available
⚡
Caching
✓ Available
90% savings

💰 Total Cost Calculation

Base Cost (No Optimizations) $0.002740 (rounded ~ 0.00) Input: $0.000550
Output: $0.002190 (rounded ~ 0.00)
Optimized Cost $0.002740 (rounded ~ 0.00) Input: $0.000550
Output: $0.002190 (rounded ~ 0.00)
Unit: $0.000000
Fees: $0.000000

Detailed Cost Analysis

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

  • Input Cost: $0.000550
  • Output Cost: $0.002190 (rounded ~ 0.00)
  • Unit Cost: $0.000000
  • Service Fees: $0.000000
  • Total Cost: $0.002740 (rounded ~ 0.00)
  • Cost per 1K tokens: $0.001370 (rounded ~ 0.00)
  • Tokens per dollar: 729,927 tokens
  • Context Window: 163840 tokens

Speed & Performance Analysis

With a processing speed of 120 tokens per second and 220ms time to first token:

  • Processing Time: 18.00 seconds
  • Latency: 220 milliseconds to first token
  • Base Throughput: 120 tokens/second
  • Effective Throughput: 112 tokens/second

Best Use Cases

380

Calculating Think” Model Hidden Costs

Models like o3 and DeepSeek R1 use extensive internal reasoning. This calculator reveals the 1 cost of complex problem-solving.

Reasoning Parameters

  • Visible Output: 2

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.
How are image tokens calculated?
Images are tokenized based on resolution: Low: 85 tokens, Medium: 170 tokens, High: 255 tokens, Full: 765 tokens per image. Some models (like Llama 4 Maverick) use tile-based encoding.
What is the YemHub AI Calculator Tool?
The YemHub AI Calculator is the most comprehensive tool for estimating costs and comparing performance metrics across 38 AI models. It calculates token-based pricing, analyzes multimodal processing, and provides optimization recommendations.