Personalized AI Tutor: 1-on-1 Video Education

gemini-3-1-pro vs gpt-5
Complete Comparison: 2,000,000 input tokens × 100,000 output tokens
Comparison Mode (Custom field comparison)

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

⚡ Caching Optimized (up to 90% savings)
Comparison Criteria gemini-3-1-pro
Google
gpt-5
OpenAI
Input Parameters Applied (3600s video, 60min audio, 80% cached)
Input Tokens 2,000,000 2,000,000
Output Tokens 100,000 100,000
Calculation Results
Input Cost $3.062000 (rounded ~ 3.06) Best $3.500000 Worst
Output Cost $0.500000 Best $1.400000 Worst
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.050000 $0.050000
Total Cost $3.612000 (rounded ~ 3.61) Best Value $4.950000 Most Expensive
Processing Time 2 hours, 20 minutes, 58.00 seconds Slowest 1 hour, 23 minutes, 13.00 seconds Fastest
Tokens per Second 400 Slowest 450 Fastest
Time to First Token 220ms Worst 200ms Best
Cost per 1K tokens $0.000445 Best $0.001157 (rounded ~ 0.00) Worst
Tokens per Dollar 2,246,760 Best Value 864,198 Worst Value
Cost per 1 Million Tokens
Input Cost / 1M (Base) $1.000000 Best $1.750000 Worst
Output Cost / 1M (Base) $5.000000 Best $14.000000 Worst
Input Cost / 1M (Optimized) $1.000000 Best
Optimizations: No optimizations applied
$1.750000 Worst
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) $5.000000 Best
Optimizations: No optimizations applied
$14.000000 Worst
Optimizations: No optimizations applied
Capabilities
Video Support
3600 seconds
✓ Supported ✗ Not Supported
Audio Support
60 minutes
✓ Supported ✗ Not Supported
Caching Support ✓ Supported ✓ Supported
Batch API Support Available Available
Fine-Tuning Mode Standard Standard
Research Mode Not Enabled Not Enabled
Thinking Enabled Not Enabled Not Enabled
Scroll horizontally to see all data

🔄 Compare Different AI Models

1

First Model

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.

ℹ️ Note: Calculation represents bulk volume across multiple requests; single-request limit is 2,000,000 tokens.

Select AI Model

Gemini 3.1 Pro
GoogleMax Context: 2,000,000 tokens
Input: $1.000000 / 1M
Output: $5.000000 / 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
$1.407360Total Cost
$3.062000Input Cost
$0.500000Output Cost
$0.000000Unit Cost
$0.000000Search Cost
$0.000000Request Fee
$0.000000Tool Fee
$0.000000Code Execution
3,162,000Total Tokens
$0.000445Cost per 1K
2,246,760Tokens per $

Click Recalculate to update after making changes

Calculate Processing Speed

▼
140m 58sProcessing Time
400Tokens/Second
220msTime to First Token
374Effective Speed

Model Comparison

Select a model to see comparisons with competitors.

Model Information

Select a model to see detailed information.

🔄 Advanced Options

⚡ Optimization
80%
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.

gemini-3-1-pro Google 2000000

$3.612000 (rounded ~ 3.61)
Total Cost
⚠️ Note: Calculation represents bulk volume across multiple requests; single-request limit is 2,000,000 tokens.
👁️
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

Base Cost (No Optimizations) $3.612000 (rounded ~ 3.61) Input: $3.062000 (rounded ~ 3.06)
Output: $0.500000
Optimized Cost $3.612000 (rounded ~ 3.61) Input: $3.062000 (rounded ~ 3.06)
Output: $0.500000
Unit: $0.000000
Fees: $0.050000
Total Savings $2.204640 (rounded ~ 2.20) 61.0% discount

Advanced Cost Breakdown

🖼️ Multimodal Input
$0.000000
1,062,000 tokens
💻 Code Execution
$0.050000
Flat fee per execution

Multimodal Input Details

🎥 Video
Duration: 3600 seconds
Quality: 720p
Cost: $0.000000
🎧 Audio
Duration: 60 minutes
Cost: $0.000000

Detailed Cost Analysis

For 2,000,000 input tokens and 100,000 output tokens:

  • Input Cost: $3.062000 (rounded ~ 3.06)
  • Output Cost: $0.500000
  • Unit Cost: $0.000000
  • Service Fees: $0.050000
  • Total Cost: $3.612000 (rounded ~ 3.61)
  • Cost per 1K tokens: $0.000445
  • Tokens per dollar: 2,246,760 tokens
  • Context Window: 2000000 tokens

Speed & Performance Analysis

With a processing speed of 400 tokens per second and 220ms time to first token:

  • Processing Time: 2 hours, 20 minutes, 58.00 seconds
  • Latency: 220 milliseconds to first token
  • Base Throughput: 400 tokens/second
  • Effective Throughput: 374 tokens/second

Best Use Cases

EdTechLanguage LearningCorporate Training

gpt-5 OpenAI

$4.950000
Total Cost
⚠️ Note: Calculation represents bulk volume across multiple requests; single-request limit is 400,000 tokens.
👁️
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

Base Cost (No Optimizations) $4.950000 Input: $3.500000
Output: $1.400000
Optimized Cost $4.950000 Input: $3.500000
Output: $1.400000
Unit: $0.000000
Fees: $0.050000
Total Savings $2.520000 50.9% discount

Advanced Cost Breakdown

💻 Code Execution
$0.050000
Flat fee per execution

Detailed Cost Analysis

For 2,000,000 input tokens and 100,000 output tokens:

  • Input Cost: $3.500000
  • Output Cost: $1.400000
  • Unit Cost: $0.000000
  • Service Fees: $0.050000
  • Total Cost: $4.950000
  • Cost per 1K tokens: $0.001157 (rounded ~ 0.00)
  • Tokens per dollar: 864,198 tokens
  • Context Window: 400000 tokens

Speed & Performance Analysis

With a processing speed of 450 tokens per second and 200ms time to first token:

  • Processing Time: 1 hour, 23 minutes, 13.00 seconds
  • Latency: 200 milliseconds to first token
  • Base Throughput: 450 tokens/second
  • Effective Throughput: 421 tokens/second

Best Use Cases

EdTechLanguage LearningCorporate Training

The Future of Scalable Education

Calculating the cost of a 1:1 AI tutor using Gemini 3 Pro. The model processes the student’s live video and audio feed to provide real-time feedback on complex subjects like physics and language learning, maintaining a full semester of context.

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 does audio billing work?
Audio models use duration-based billing (minutes) rather than tokens. Voxtral Realtime: $0.006/min, Async: $0.003/min. Silence/keep-alive fees apply for GPT Realtime Mini at $0.30/1M tokens.
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.