Multimodal E-learning: 100hr Video Course Translation

gemini-3-flash vs whisper-1
Complete Comparison: 8,000,000 input tokens × 500,000 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) 📊 Batch API
Comparison Criteria gemini-3-flash
Google
whisper-1
OpenAI
Input Parameters Applied (360000s video, 6000min audio, 80% cached)
Input Tokens 8,000,000 8,000,000
Output Tokens 500,000 500,000
Calculation Results
Input Cost $114.200000 Worst $16.000000 Best
Output Cost $2.500000 Best $6.000000 Worst
Unit Cost (Audio/OCR) $0.000000 $0.000000
Service Fees $0.050000 $0.050000
Total Cost $116.750000 Most Expensive $22.050000 Best Value
Processing Time 40 hours, 13 minutes, 28.00 seconds Slowest 4 hours, 46 minutes, 10.00 seconds Fastest
Tokens per Second 800 Fastest 500 Slowest
Time to First Token 100ms Best 200ms Worst
Cost per 1K tokens $0.000151 Best $0.002594 (rounded ~ 0.00) Worst
Tokens per Dollar 6,634,660 Best Value 385,488 Worst Value
Cost per 1 Million Tokens
Input Cost / 1M (Base) $1.000000 Best $2.000000 Worst
Output Cost / 1M (Base) $5.000000 Best $12.000000 Worst
Input Cost / 1M (Optimized) $0.500000 Best
Optimizations: 50.0% batch
$2.000000 Worst
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) $2.500000 Best
Optimizations: 50.0% batch
$12.000000 Worst
Optimizations: No optimizations applied
Capabilities
Video Support
360000 seconds
✓ Supported ✗ Not Supported
Audio Support
6000 minutes
✓ Supported ✗ Not Supported
Caching Support ✓ Supported ✗ Not Supported
Batch API Support ✓ Enabled ✗ Not Supported
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 1,000,000 tokens.

Select AI Model

Gemini 3 Flash
GoogleMax Context: 1,000,000 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
$17.288000Total Cost
$114.200000Input Cost
$2.500000Output Cost
$0.000000Unit Cost
$0.000000Search Cost
$0.000000Request Fee
$0.000000Tool Fee
$0.000000Code Execution
114,700,000Total Tokens
$0.000151Cost per 1K
6,634,660Tokens per $

Click Recalculate to update after making changes

Calculate Processing Speed

▼
2413m 28sProcessing Time
800Tokens/Second
100msTime to First Token
792Effective 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-flash Google 1000000

$116.750000
Total Cost
⚠️ Note: Calculation represents bulk volume across multiple requests; single-request limit is 1,000,000 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) $116.750000 Input: $114.200000
Output: $2.500000
Optimized Cost $116.750000 Input: $114.200000
Output: $2.500000
Unit: $0.000000
Fees: $0.050000
Total Savings $99.462000 (rounded ~ 99.46) 85.2% discount

Advanced Cost Breakdown

🖼️ Multimodal Input
$0.000000
106,200,000 tokens
📊 Batch API
50.0% off
Asynchronous processing
💻 Code Execution
$0.050000
Flat fee per execution

Multimodal Input Details

🎥 Video
Duration: 360000 seconds
Quality: 720p
Cost: $0.000000
🎧 Audio
Duration: 6000 minutes
Cost: $0.000000

Detailed Cost Analysis

For 8,000,000 input tokens and 500,000 output tokens:

  • Input Cost: $114.200000
  • Output Cost: $2.500000
  • Unit Cost: $0.000000
  • Service Fees: $0.050000
  • Total Cost: $116.750000
  • Cost per 1K tokens: $0.000151
  • Tokens per dollar: 6,634,660 tokens
  • Context Window: 1000000 tokens

Speed & Performance Analysis

With a processing speed of 800 tokens per second and 100ms time to first token:

  • Processing Time: 40 hours, 13 minutes, 28.00 seconds
  • Latency: 100 milliseconds to first token
  • Base Throughput: 800 tokens/second
  • Effective Throughput: 792 tokens/second

Best Use Cases

EducationContent TranslationVideo Processing

whisper-1 OpenAI

$22.050000
Total Cost
⚠️ Note: Calculation represents bulk volume across multiple requests; single-request limit is 32,768 tokens.
👁️
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) $22.050000 Input: $16.000000
Output: $6.000000
Optimized Cost $22.050000 Input: $16.000000
Output: $6.000000
Unit: $0.000000
Fees: $0.050000

Advanced Cost Breakdown

💻 Code Execution
$0.050000
Flat fee per execution

Detailed Cost Analysis

For 8,000,000 input tokens and 500,000 output tokens:

  • Input Cost: $16.000000
  • Output Cost: $6.000000
  • Unit Cost: $0.000000
  • Service Fees: $0.050000
  • Total Cost: $22.050000
  • Cost per 1K tokens: $0.002594 (rounded ~ 0.00)
  • Tokens per dollar: 385,488 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 hours, 46 minutes, 10.00 seconds
  • Latency: 200 milliseconds to first token
  • Base Throughput: 500 tokens/second
  • Effective Throughput: 495 tokens/second

Best Use Cases

EducationContent TranslationVideo Processing

Global Education Scale & Multimodal Processing

Calculating Gemini 3 Flash’s video and audio processing costs for translating 100 hours of educational content with integrated multimodal analysis.

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.