Grok 4 Deep Reason vs o3 Pro: High-Stakes Logic Showdown

Grok 4 Deep Reason vs o3 Pro
Complete Comparison: 1,000,000 input tokens × 1,000,000 output tokens
Comparison Mode

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

Comparison Criteria Grok 4 Deep Reason
xAI
o3 Pro
OpenAI
Calculation Results (Current Inputs)
Input Tokens 1,000,000 1,000,000
Output Tokens 1,000,000 1,000,000
Cost Breakdown
Input Cost $10.000000Best $20.000000Worst
Output Cost $50.000000Best $80.000000Worst
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.000000 $0.000000
Total Cost $60.000000 Best Value $100.000000 Most Expensive
Processing Time 5 hours, 56 minutes, 40.00 seconds Slowest 1 hour, 41 minutes, 54.00 seconds Fastest
Tokens per Second 100Slowest 350Fastest
Time to First Token 350ms Worst 300ms Best
Cost per 1K tokens $0.030000Best $0.050000Worst
Tokens per Dollar 33,333Best Value 20,000Worst Value
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) $10.000000Best $20.000000Worst
Output Cost / 1M (Base) $50.000000Best $80.000000Worst
Input Cost / 1M (Optimized) $10.000000Best
Optimizations: No optimizations applied
$20.000000Worst
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) $50.000000Best
Optimizations: No optimizations applied
$80.000000Worst
Optimizations: No optimizations applied
Capabilities & Advanced Features
Images 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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First Model

2

Second Model

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All other parameters will be preserved from the current comparison.

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Select AI Model

Grok 4 Deep Reason
xAIMax Context: 2,000,000 tokens
$5 / $25 per 1M tokens (≤128,000 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

$60.000000 Total Cost
$10.000000 Input Cost
$50.000000 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
2,000,000Total Tokens
$0.030000Cost per 1K
33,333Tokens per $
🔄 Threshold Pricing Active: Using Premium pricing (premium) based on token volume.
📊 Advanced Cost Breakdown

Processing Speed

356m 40s Processing Time
100 Tokens/Second
350ms Time to First Token
93 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
Apply 1.5x multiplier to output tokens (GPT-5.4, Claude 4.6)
Manual thinking tokens (billed at output rate)
🔧 Special Modes
Enable 4x Tunnel Multiplier (applied after markup)
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.

Grok 4 Deep Reason xAI 2000000

$60.000000
Total Cost
🔧 Tools
👁️
Vision/Images
✗ Not 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) $60.000000 Input: $10.000000
Output: $50.000000
Optimized Cost $60.000000 Input: $10.000000
Output: $50.000000
Unit: $0.000000
Fees: $0.000000

Detailed Cost Analysis (from Plugin)

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

  • Input Cost: $10.000000
  • Output Cost: $50.000000
  • Total Cost: $60.000000
  • Cost per 1K tokens: $0.030000
  • Tokens per dollar: 33,333 tokens
  • Context Window: 2000000 tokens

Speed & Performance Analysis

With a processing speed of 100 tokens per second and 350ms time to first token:

  • Processing Time: 5 hours, 56 minutes, 40.00 seconds
  • Latency: 350 milliseconds to first token
  • Base Throughput: 100 tokens/second
  • Effective Throughput: 93 tokens/second (temperature-adjusted)

Best Use Cases

Pharma R&DFinancial StrategyPhysics Logic

o3 Pro OpenAI

$100.000000
Total Cost
⚠️ Bulk Calculation: Total volume exceeds single-request limit of 200,000 tokens. Budgeting mode active.
🔧 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) $100.000000 Input: $20.000000
Output: $80.000000
Optimized Cost $100.000000 Input: $20.000000
Output: $80.000000
Unit: $0.000000
Fees: $0.000000

Detailed Cost Analysis (from Plugin)

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

  • Input Cost: $20.000000
  • Output Cost: $80.000000
  • Total Cost: $100.000000
  • Cost per 1K tokens: $0.050000
  • Tokens per dollar: 20,000 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: 1 hour, 41 minutes, 54.00 seconds
  • Latency: 300 milliseconds to first token
  • Base Throughput: 350 tokens/second
  • Effective Throughput: 327 tokens/second (temperature-adjusted)

Best Use Cases

Pharma R&DFinancial StrategyPhysics Logic

✨ Market Recommendations AI Model Registry

← Back to Grok 4 Deep Reason
📋 Active Input Parameters
Input Tokens: 1,000,000
Output Tokens: 1,000,000
Tools: Enabled
Rank AI Model & Provider Total Cost vs Grok 4 Deep Reason vs o3 Pro
🏆 Grok 5
xAI
 $18.000000 Best Value ↓ 70% cheaper ↓ 82% cheaper
🥈 Grok 5
xAI
 $18.000000 ↓ 70% cheaper ↓ 82% cheaper
🏆

Grok 5
xAI

$18.000000
vs Grok 4 Deep Reason: ↓ 70%
vs o3 Pro: ↓ 82%
🥈

Grok 5
xAI

$18.000000
vs Grok 4 Deep Reason: ↓ 70%
vs o3 Pro: ↓ 82%
✨ 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.

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Thinking Models for Frontier Science

Comparing the ‘Deep Reason’ tiers of xAI and OpenAI. Grok 4 Deep Reason focuses on real-time data ingestion combined with long-form deliberation, while o3 Pro uses multi-step recursive reasoning for math and STEM tasks. Both are high-cost models, with o3 Pro leading the price at $100.00 total per 1M/1M, and Grok 4 offering a slightly more accessible $60.00 entry point.

Real-Time vs Scientific Depth

Grok is superior for identifying hidden logical patterns in live market data and social trends. o3 Pro is the choice for pharmaceutical research and complex physics simulations where every token must be logically perfect. For developers building autonomous agents that need to solve difficult coding bugs, both models offer internal ‘scratchpad’ reasoning that significantly reduces final error rates.

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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.