Llama 4 Scout for Visual Knowledge Base RAG Cost

Complete Analysis: 101,000 tokens for Llama 4 Scout
🖼️ 25 Images

Complete analysis of pricing, performance, and use cases for Meta's Llama 4 Scout model with 25 Images.

$0.008300 (rounded ~ 0.01) Total Cost
101,000 Total Tokens
2 minutes, 55.00 seconds Processing Time
577 Effective Tokens/Sec

Click Recalculate to update after making changes

Select AI Model

Llama 4 Scout
Meta AIMax Context: 10,000,000 tokens
From $0.08 / $0.3 per 1M tokens (marginal tiering)
State-dependent pricing active. Current tier: Standard
▼
▼
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.
Will auto-convert to minutes for Voxtral models (9000 tokens = 1 min)
$0.067 per 1,000 pixels

Calculate Token Costs

$0.008300 Total Cost
$0.008000 Input Cost
$0.000300 Output Cost
$0.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
101,000Total Tokens
$0.000082Cost per 1K
12,168,675Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

2m 55s Processing Time
600 Tokens/Second
120ms Time to First Token
577 Effective Speed

Model Comparison

Select a model to see comparisons with competitors.

Model Information

Select a model to see detailed information.

🔄 Advanced Options

⚡ Optimization
0%
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

Llama 4 Scout Meta 10000000

$0.008300 (rounded ~ 0.01)
Total Cost
🖼️ 25 Image (Medium) 📊 Batch API 🔧 Tools
👁️
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 (from Plugin)

Base Cost (No Optimizations) $0.008300 (rounded ~ 0.01) Input: $0.008000 (rounded ~ 0.01)
Output: $0.000300
Optimized Cost $0.008300 (rounded ~ 0.01) Input: $0.008000 (rounded ~ 0.01)
Output: $0.000300
Unit: $0.000000
Fees: $0.000000

Detailed Cost Analysis (from Plugin)

For 100,000 input tokens and 1,000 output tokens:

  • Input Cost: $0.008000 (rounded ~ 0.01)
  • Output Cost: $0.000300
  • Total Cost: $0.008300 (rounded ~ 0.01)
  • Cost per 1K tokens: $0.000082
  • Tokens per dollar: 12,168,675 tokens
  • Context Window: 10000000 tokens

Speed & Performance Analysis

With a processing speed of 600 tokens per second and 120ms time to first token:

  • Processing Time: 2 minutes, 55.00 seconds
  • Latency: 120 milliseconds to first token
  • Base Throughput: 600 tokens/second
  • Effective Throughput: 577 tokens/second (temperature-adjusted)

Best Use Cases

Technical Manual SearchVisual RAGArchitecture Review

✨ Market Recommendations AI Model Registry

← Back to Llama 4 Scout
📋 Active Input Parameters
Input Tokens: 100,000
Output Tokens: 1,000
Batch API: Enabled (50% discount)
Images: 25 (Medium Resolution)
Tools: Enabled
Rank AI Model & Provider Total Cost vs Llama 4 Scout
🏆 Gemini 3.1 Flash Lite
Google
 $0.005845 (rounded ~ 0.01) Best Value ↓ 29.6% cheaper
🥈 Llama 4 Maverick (400B)
Meta AI
 $0.038718 (rounded ~ 0.04) ↑ 366.5% more
🥉 GPT-5.3 Codex Spark
OpenAI
 $0.105788 (rounded ~ 0.11) ↑ 1174.5% more
#4 Gemini 3.1 Pro
Google
 $0.118900 (rounded ~ 0.12) ↑ 1332.5% more
#5 GPT-5.4 Thinking
OpenAI
 $0.148625 (rounded ~ 0.15) ↑ 1690.7% more
#6 Claude Sonnet 4.6
Anthropic
 $0.176850 (rounded ~ 0.18) ↑ 2030.7% more
#7 Claude Opus 4.6
Anthropic
 $0.294750 (rounded ~ 0.29) ↑ 3451.2% more
#8 GPT-5.2 Pro
OpenAI
 $1.269450 ↑ 15194.6% more
#9 GPT-5.2 Pro
OpenAI
 $1.269450 ↑ 15194.6% more
🏆

Gemini 3.1 Flash Lite
Google

$0.005845 (rounded ~ 0.01)
vs Llama 4 Scout: ↓ 29.6%
🥈

Llama 4 Maverick (400B)
Meta AI

$0.038718 (rounded ~ 0.04)
vs Llama 4 Scout: ↑ 366.5%
🥉

GPT-5.3 Codex Spark
OpenAI

$0.105788 (rounded ~ 0.11)
vs Llama 4 Scout: ↑ 1174.5%
#4

Gemini 3.1 Pro
Google

$0.118900 (rounded ~ 0.12)
vs Llama 4 Scout: ↑ 1332.5%
#5

GPT-5.4 Thinking
OpenAI

$0.148625 (rounded ~ 0.15)
vs Llama 4 Scout: ↑ 1690.7%
#6

Claude Sonnet 4.6
Anthropic

$0.176850 (rounded ~ 0.18)
vs Llama 4 Scout: ↑ 2030.7%
#7

Claude Opus 4.6
Anthropic

$0.294750 (rounded ~ 0.29)
vs Llama 4 Scout: ↑ 3451.2%
#8

GPT-5.2 Pro
OpenAI

$1.269450
vs Llama 4 Scout: ↑ 15194.6%
#9

GPT-5.2 Pro
OpenAI

$1.269450
vs Llama 4 Scout: ↑ 15194.6%
✨ How recommendations work: We scan all active models in the registry that support your current inputs (🖼️ Images), calculate costs with all your parameters, and sort by total cost (cheapest first).

Vision-First Knowledge Retrieval

Scout is optimized for searching through visual databases. Calculate the cost of building a RAG system that understands diagrams, charts, and blueprints.

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 with 1,610 tokens/image (standard) or 8,050 tokens/image (high-res).
How do Market Recommendations work?
Our recommendation engine scans the entire model registry for alternatives that support all your current input parameters (images, video, audio, OCR, tools, etc.). It calculates exact costs with your settings and sorts by price, showing you the best value options available in the market.
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.