Nano Banana Pro vs Mistral OCR 3: Image Variation Pipelines for 100 Products

Nano Banana Pro vs Mistral OCR 3
Complete Comparison: 100,000 input tokens × 1,000 output tokens
Comparison Mode
🖼️ 100 Images ⚡ 50% Cached

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with 100 Images, 50% Cached.

🖼️ Multimodal Input ⚡ Caching Optimized (up to 90% savings) 📊 Batch API
Comparison Criteria Nano Banana Pro
Google
Mistral OCR 3
Mistral AI
Calculation Results (Current Inputs) (100 images, 50% cached)
Input Tokens N/A (Special Pricing) N/A (Special Pricing)
Output Tokens N/A (Special Pricing) N/A (Special Pricing)
Cost Breakdown
Input Cost N/A (Special Pricing) N/A (Special Pricing)
Output Cost N/A (Special Pricing) N/A (Special Pricing)
Unit Cost (Audio/OCR) $6.700000 $0.100000
Service Fees $0.000000 $0.000000
Total Cost $6.700000 Most Expensive $0.100000 Best Value
Processing Time 1 minute, 24.35 seconds Fastest 5 minutes, 36.85 seconds Slowest
Tokens per Second N/A (Special Pricing) N/A (Special Pricing)
Time to First Token 50ms Best 200ms Worst
Cost per 1K tokens N/A (Special Pricing) N/A (Special Pricing)
Tokens per Dollar N/A (Special Pricing) N/A (Special Pricing)
Cost per 1 Million Tokens (Informational)
Information not available - No token-based models in this comparison
Capabilities & Advanced Features
Images Support
100
✓ Supported ✓ Supported
OCR Support ✗ Not Supported ✓ Supported
Caching Support
50
✗ Not Supported requested ✗ Not Supported requested
Batch API Support ✓ Supported ✓ Supported
Tool Usage Support ✓ Supported ✗ Not Supported
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.

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Select AI Model

Nano Banana Pro

GoogleMax Context: 4,096 tokens
$0.134 (std) / $0.24 (HD) / $0.48 (4K) per image
50%
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

$6.700000 Total Cost
$0.000000 Input Cost
$0.000000 Output Cost
$6.700000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
101,000Total Tokens
$0.066337Cost per 1K
15,075Tokens per $

📊 Advanced Cost Breakdown

Processing Speed

1m 24s Processing Time
1,200 Tokens/Second
50ms Time to First Token
1,200 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

Manual thinking tokens (billed at output rate)

🔧 Special Modes

📚 Research & Citations

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.

Nano Banana Pro Google

$6.700000
Total Cost
🖼️ 100 Image (Medium) ⚡ 50% Cached 📊 Batch API
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✓ Available
⚡
Caching
✗ Not Available

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $13.400000 Input: $0.000000
Output: $0.000000
Optimized Cost $6.700000 Input: $0.000000
Output: $0.000000
Unit: $6.700000
Fees: $0.000000
Total Savings $6.700000 50.0% discount

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

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

  • Input Cost: $0.000000
  • Output Cost: $0.000000
  • Unit Cost: $6.700000
  • Total Cost: $6.700000
  • Cost per 1K tokens: $0.066337 (rounded ~ $0.07)
  • Tokens per dollar: 15,075 tokens
  • Context Window: 4096 tokens
  • Thinking Source: (0 tokens)

Speed & Performance Analysis

With a processing speed of 1,200 tokens per second and 50ms time to first token:

  • Processing Time: 1 minute, 24.35 seconds
  • Latency: 50 milliseconds to first token
  • Base Throughput: 1,200 tokens/second

Best Use Cases

Nano Banana Pro for lifestyle/creative variations; Mistral OCR 3 for text-heavylabel-accurate product variations.

Want this applied to YOUR actual stack?

This calculator shows the math for Nano Banana Pro. Your decision needs more — current infrastructure, compliance requirements, actual workload patterns, volume tiers — that change which model is right for you.

Get a $39 personalized AI Architecture Audit. PDF tailored to your stack, delivered in under 60 seconds. 7-day no-questions-asked refund.

Get my instant AI audit — $39 →

Mistral OCR 3 Mistral AI

$0.100000
Total Cost
🖼️ 100 Image (Medium) ⚡ 50% Cached 📊 Batch API
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✗ Not Available
📄
OCR Support
✓ Available
📊
Batch API
✓ Available
⚡
Caching
✗ Not Available

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $0.200000 Input: $0.000000
Output: $0.000000
Optimized Cost $0.100000 Input: $0.000000
Output: $0.000000
Unit: $0.100000
Fees: $0.000000
Total Savings $0.100000 50.0% discount

Advanced Cost Breakdown (from Plugin)

📄 OCR Processing
$0.200000
100 pages
📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

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

  • Input Cost: $0.000000
  • Output Cost: $0.000000
  • Unit Cost: $0.100000
  • Total Cost: $0.100000
  • Cost per 1K tokens: $0.000990
  • Tokens per dollar: 1,010,000 tokens
  • Context Window: 65536 tokens
  • Thinking Source: (0 tokens)

Speed & Performance Analysis

With a processing speed of 300 tokens per second and 200ms time to first token:

  • Processing Time: 5 minutes, 36.85 seconds
  • Latency: 200 milliseconds to first token
  • Base Throughput: 300 tokens/second

Best Use Cases

Nano Banana Pro for lifestyle/creative variations; Mistral OCR 3 for text-heavylabel-accurate product variations.

Want this applied to YOUR actual stack?

This calculator shows the math for Mistral OCR 3. Your decision needs more — current infrastructure, compliance requirements, actual workload patterns, volume tiers — that change which model is right for you.

Get a $39 personalized AI Architecture Audit. PDF tailored to your stack, delivered in under 60 seconds. 7-day no-questions-asked refund.

Get my instant AI audit — $39 →

✨ Market Recommendations AI Model Registry

← Back to Nano Banana Pro
📋 Active Input Parameters
Input Tokens: 100,000
Output Tokens: 1,000
Batch API: Enabled (50% discount)
Cached Tokens: 50%
Images: 100 (Medium Resolution)
Rank AI Model & Provider Total Cost vs Nano Banana Pro vs Mistral OCR 3
🏆 GPT-6 Luna
OpenAI
 $0.004419 Best Value ↓ 99.9% cheaper ↓ 95.6% cheaper
🥈 GPT-5.6 Luna
OpenAI
 $0.004469 ↓ 99.9% cheaper ↓ 95.5% cheaper
🥉 Gemini 3.1 Flash Lite
Google
 $0.005586 (rounded ~ $0.01) ↓ 99.9% cheaper ↓ 94.4% cheaper
#4 Gemini 3.5 Flash-Lite
Google
 $0.006879 (rounded ~ $0.01) ↓ 99.9% cheaper ↓ 93.1% cheaper
#5 Gemini 2.5 Flash
Google
 $0.006879 (rounded ~ $0.01) ↓ 99.9% cheaper ↓ 93.1% cheaper
#6 Mistral Large 3
Mistral AI
 $0.011048 (rounded ~ $0.01) ↓ 99.8% cheaper ↓ 89% cheaper
#7 Gemini 3.8 Flash
Google
 $0.016571 (rounded ~ $0.02) ↓ 99.8% cheaper ↓ 83.4% cheaper
#8 Gemini 3.6 Flash
Google
 $0.016571 (rounded ~ $0.02) ↓ 99.8% cheaper ↓ 83.4% cheaper
#9 GPT-5.4 mini
OpenAI
 $0.016759 (rounded ~ $0.02) ↓ 99.7% cheaper ↓ 83.2% cheaper
#10 Claude Haiku 5.5
Anthropic
 $0.022095 (rounded ~ $0.02) ↓ 99.7% cheaper ↓ 77.9% cheaper
#11 Claude Haiku 4.5
Anthropic
 $0.022095 (rounded ~ $0.02) ↓ 99.7% cheaper ↓ 77.9% cheaper
#12 Gemini 3.1 Flash
Google
 $0.022345 (rounded ~ $0.02) ↓ 99.7% cheaper ↓ 77.7% cheaper
#13 Mistral Large 4
Mistral AI
 $0.030074 ↓ 99.6% cheaper ↓ 69.9% cheaper
#14 GPT-5.3 Codex Spark
OpenAI
 $0.039979 ↓ 99.4% cheaper ↓ 60% cheaper
#15 GPT-5.3 Instant
OpenAI
 $0.039979 ↓ 99.4% cheaper ↓ 60% cheaper
#16 Claude Sonnet 5.5
Anthropic
 $0.042295 (rounded ~ $0.04) ↓ 99.4% cheaper ↓ 57.7% cheaper
#17 Claude Sonnet 5
Anthropic
 $0.044190 (rounded ~ $0.04) ↓ 99.3% cheaper ↓ 55.8% cheaper
#18 Gemini 4 Argon
Google
 $0.044190 (rounded ~ $0.04) ↓ 99.3% cheaper ↓ 55.8% cheaper
#19 GPT-5.6 Terra
OpenAI
 $0.044690 (rounded ~ $0.04) ↓ 99.3% cheaper ↓ 55.3% cheaper
#20 Gemini 2.5 Pro
Google
 $0.057113 (rounded ~ $0.06) ↓ 99.1% cheaper ↓ 42.9% cheaper
#21 Claude Sonnet 4.6
Anthropic
 $0.066285 (rounded ~ $0.07) ↓ 99% cheaper ↓ 33.7% cheaper
#22 Claude Opus 5.5
Anthropic
 $0.084590 (rounded ~ $0.08) ↓ 98.7% cheaper ↓ 15.4% cheaper
#23 Grok 4.3
xAI
 $0.085380 (rounded ~ $0.09) ↓ 98.7% cheaper ↓ 14.6% cheaper
#24 GPT-6.1 Sol
OpenAI
 $0.088380 (rounded ~ $0.09) ↓ 98.7% cheaper ↓ 11.6% cheaper
#25 GPT-6 Sol
OpenAI
 $0.088380 (rounded ~ $0.09) ↓ 98.7% cheaper ↓ 11.6% cheaper
#26 GPT-5.6 Sol
OpenAI
 $0.088380 (rounded ~ $0.09) ↓ 98.7% cheaper ↓ 11.6% cheaper
#27 Gemini 3.1 Pro
Google
 $0.089380 ↓ 98.7% cheaper ↓ 10.6% cheaper
#28 Claude Opus 4.7
Anthropic
 $0.110475 ↓ 98.4% cheaper ↑ 10.5% more
#29 Claude Opus 5
Anthropic
 $0.110475 ↓ 98.4% cheaper ↑ 10.5% more
#30 Claude Opus 4.8
Anthropic
 $0.110475 ↓ 98.4% cheaper ↑ 10.5% more
#31 Claude Opus 4.6
Anthropic
 $0.110475 ↓ 98.4% cheaper ↑ 10.5% more
#32 GPT-5.4
OpenAI
 $0.111725 (rounded ~ $0.11) ↓ 98.3% cheaper ↑ 11.7% more
#33 GPT-5.4 Thinking
OpenAI
 $0.111725 (rounded ~ $0.11) ↓ 98.3% cheaper ↑ 11.7% more
#34 GPT-5.5 Instant
OpenAI
 $0.111725 (rounded ~ $0.11) ↓ 98.3% cheaper ↑ 11.7% more
#35 Claude Fable 5.1
Anthropic
 $0.206738 (rounded ~ $0.21) ↓ 96.9% cheaper ↑ 106.7% more
#36 Claude Mythos 5.1
Anthropic
 $0.206738 (rounded ~ $0.21) ↓ 96.9% cheaper ↑ 106.7% more
#37 Claude Fable 5
Anthropic
 $0.220950 ↓ 96.7% cheaper ↑ 121% more
#38 Claude Mythos 5
Anthropic
 $0.220950 ↓ 96.7% cheaper ↑ 121% more
#39 GPT-5.5
OpenAI
 $0.223450 (rounded ~ $0.22) ↓ 96.7% cheaper ↑ 123.5% more
#40 GPT-6 Astra
OpenAI
 $0.441900 (rounded ~ $0.44) ↓ 93.4% cheaper ↑ 341.9% more
#41 GPT-5.2 Pro
OpenAI
 $0.479745 ↓ 92.8% cheaper ↑ 379.7% more
#42 GPT-5.2 Pro
OpenAI
 $0.479745 ↓ 92.8% cheaper ↑ 379.7% more
🏆

GPT-6 Luna
OpenAI

$0.004419
vs Nano Banana Pro: ↓ 99.9%
vs Mistral OCR 3: ↓ 95.6%
🥈

GPT-5.6 Luna
OpenAI

$0.004469
vs Nano Banana Pro: ↓ 99.9%
vs Mistral OCR 3: ↓ 95.5%
🥉

Gemini 3.1 Flash Lite
Google

$0.005586 (rounded ~ $0.01)
vs Nano Banana Pro: ↓ 99.9%
vs Mistral OCR 3: ↓ 94.4%
#4

Gemini 3.5 Flash-Lite
Google

$0.006879 (rounded ~ $0.01)
vs Nano Banana Pro: ↓ 99.9%
vs Mistral OCR 3: ↓ 93.1%
#5

Gemini 2.5 Flash
Google

$0.006879 (rounded ~ $0.01)
vs Nano Banana Pro: ↓ 99.9%
vs Mistral OCR 3: ↓ 93.1%
#6

Mistral Large 3
Mistral AI

$0.011048 (rounded ~ $0.01)
vs Nano Banana Pro: ↓ 99.8%
vs Mistral OCR 3: ↓ 89%
#7

Gemini 3.8 Flash
Google

$0.016571 (rounded ~ $0.02)
vs Nano Banana Pro: ↓ 99.8%
vs Mistral OCR 3: ↓ 83.4%
#8

Gemini 3.6 Flash
Google

$0.016571 (rounded ~ $0.02)
vs Nano Banana Pro: ↓ 99.8%
vs Mistral OCR 3: ↓ 83.4%
#9

GPT-5.4 mini
OpenAI

$0.016759 (rounded ~ $0.02)
vs Nano Banana Pro: ↓ 99.7%
vs Mistral OCR 3: ↓ 83.2%
#10

Claude Haiku 5.5
Anthropic

$0.022095 (rounded ~ $0.02)
vs Nano Banana Pro: ↓ 99.7%
vs Mistral OCR 3: ↓ 77.9%
#11

Claude Haiku 4.5
Anthropic

$0.022095 (rounded ~ $0.02)
vs Nano Banana Pro: ↓ 99.7%
vs Mistral OCR 3: ↓ 77.9%
#12

Gemini 3.1 Flash
Google

$0.022345 (rounded ~ $0.02)
vs Nano Banana Pro: ↓ 99.7%
vs Mistral OCR 3: ↓ 77.7%
#13

Mistral Large 4
Mistral AI

$0.030074
vs Nano Banana Pro: ↓ 99.6%
vs Mistral OCR 3: ↓ 69.9%
#14

GPT-5.3 Codex Spark
OpenAI

$0.039979
vs Nano Banana Pro: ↓ 99.4%
vs Mistral OCR 3: ↓ 60%
#15

GPT-5.3 Instant
OpenAI

$0.039979
vs Nano Banana Pro: ↓ 99.4%
vs Mistral OCR 3: ↓ 60%
#16

Claude Sonnet 5.5
Anthropic

$0.042295 (rounded ~ $0.04)
vs Nano Banana Pro: ↓ 99.4%
vs Mistral OCR 3: ↓ 57.7%
#17

Claude Sonnet 5
Anthropic

$0.044190 (rounded ~ $0.04)
vs Nano Banana Pro: ↓ 99.3%
vs Mistral OCR 3: ↓ 55.8%
#18

Gemini 4 Argon
Google

$0.044190 (rounded ~ $0.04)
vs Nano Banana Pro: ↓ 99.3%
vs Mistral OCR 3: ↓ 55.8%
#19

GPT-5.6 Terra
OpenAI

$0.044690 (rounded ~ $0.04)
vs Nano Banana Pro: ↓ 99.3%
vs Mistral OCR 3: ↓ 55.3%
#20

Gemini 2.5 Pro
Google

$0.057113 (rounded ~ $0.06)
vs Nano Banana Pro: ↓ 99.1%
vs Mistral OCR 3: ↓ 42.9%
#21

Claude Sonnet 4.6
Anthropic

$0.066285 (rounded ~ $0.07)
vs Nano Banana Pro: ↓ 99%
vs Mistral OCR 3: ↓ 33.7%
#22

Claude Opus 5.5
Anthropic

$0.084590 (rounded ~ $0.08)
vs Nano Banana Pro: ↓ 98.7%
vs Mistral OCR 3: ↓ 15.4%
#23

Grok 4.3
xAI

$0.085380 (rounded ~ $0.09)
vs Nano Banana Pro: ↓ 98.7%
vs Mistral OCR 3: ↓ 14.6%
#24

GPT-6.1 Sol
OpenAI

$0.088380 (rounded ~ $0.09)
vs Nano Banana Pro: ↓ 98.7%
vs Mistral OCR 3: ↓ 11.6%
#25

GPT-6 Sol
OpenAI

$0.088380 (rounded ~ $0.09)
vs Nano Banana Pro: ↓ 98.7%
vs Mistral OCR 3: ↓ 11.6%
#26

GPT-5.6 Sol
OpenAI

$0.088380 (rounded ~ $0.09)
vs Nano Banana Pro: ↓ 98.7%
vs Mistral OCR 3: ↓ 11.6%
#27

Gemini 3.1 Pro
Google

$0.089380
vs Nano Banana Pro: ↓ 98.7%
vs Mistral OCR 3: ↓ 10.6%
#28

Claude Opus 4.7
Anthropic

$0.110475
vs Nano Banana Pro: ↓ 98.4%
vs Mistral OCR 3: ↑ 10.5%
#29

Claude Opus 5
Anthropic

$0.110475
vs Nano Banana Pro: ↓ 98.4%
vs Mistral OCR 3: ↑ 10.5%
#30

Claude Opus 4.8
Anthropic

$0.110475
vs Nano Banana Pro: ↓ 98.4%
vs Mistral OCR 3: ↑ 10.5%
#31

Claude Opus 4.6
Anthropic

$0.110475
vs Nano Banana Pro: ↓ 98.4%
vs Mistral OCR 3: ↑ 10.5%
#32

GPT-5.4
OpenAI

$0.111725 (rounded ~ $0.11)
vs Nano Banana Pro: ↓ 98.3%
vs Mistral OCR 3: ↑ 11.7%
#33

GPT-5.4 Thinking
OpenAI

$0.111725 (rounded ~ $0.11)
vs Nano Banana Pro: ↓ 98.3%
vs Mistral OCR 3: ↑ 11.7%
#34

GPT-5.5 Instant
OpenAI

$0.111725 (rounded ~ $0.11)
vs Nano Banana Pro: ↓ 98.3%
vs Mistral OCR 3: ↑ 11.7%
#35

Claude Fable 5.1
Anthropic

$0.206738 (rounded ~ $0.21)
vs Nano Banana Pro: ↓ 96.9%
vs Mistral OCR 3: ↑ 106.7%
#36

Claude Mythos 5.1
Anthropic

$0.206738 (rounded ~ $0.21)
vs Nano Banana Pro: ↓ 96.9%
vs Mistral OCR 3: ↑ 106.7%
#37

Claude Fable 5
Anthropic

$0.220950
vs Nano Banana Pro: ↓ 96.7%
vs Mistral OCR 3: ↑ 121%
#38

Claude Mythos 5
Anthropic

$0.220950
vs Nano Banana Pro: ↓ 96.7%
vs Mistral OCR 3: ↑ 121%
#39

GPT-5.5
OpenAI

$0.223450 (rounded ~ $0.22)
vs Nano Banana Pro: ↓ 96.7%
vs Mistral OCR 3: ↑ 123.5%
#40

GPT-6 Astra
OpenAI

$0.441900 (rounded ~ $0.44)
vs Nano Banana Pro: ↓ 93.4%
vs Mistral OCR 3: ↑ 341.9%
#41

GPT-5.2 Pro
OpenAI

$0.479745
vs Nano Banana Pro: ↓ 92.8%
vs Mistral OCR 3: ↑ 379.7%
#42

GPT-5.2 Pro
OpenAI

$0.479745
vs Nano Banana Pro: ↓ 92.8%
vs Mistral OCR 3: ↑ 379.7%
✨ 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.

Choosing the Right Pipeline for Visual Automation

When building an automated pipeline for product image variations, the choice of model hinges on the specific nature of your catalog. While both Nano Banana Pro and Mistral OCR 3 handle image-based tasks, they serve distinct roles in a modern e-commerce stack. Understanding these differences is the difference between a high-converting catalog and a pipeline that requires constant manual correction.

Nano Banana Pro is your go-to for creative, lifestyle-oriented variations. If your goal is to place a product in diverse settings—such as moving from a studio white-background shot to an aspirational kitchen or outdoor environment—this model excels at generating the environmental context while preserving the product’s core identity. It is optimized for the visual nuances that capture consumer interest, making it the preferred choice for marketing assets and social media campaigns where emotional resonance is the primary objective.

Conversely, Mistral OCR 3 shines when your variations require high-precision handling of text, labels, and structured components. If your product variations involve generating images that must include accurate, readable text—such as product packaging, instructional labels, or detailed specification sheets—the OCR-integrated capabilities of this model provide a significant edge. It reduces the common AI failure point of broken or hallucinated text, ensuring that the generated variations meet technical and compliance standards. By pairing these models correctly based on whether your variation task is primarily lifestyle-driven or information-heavy, you can build a more resilient and versatile automated creative engine that scales with your inventory.

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 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 does prompt caching work?
Caching discounts vary by provider: Google and OpenAI offer 90% discounts on cached input tokens. Anthropic uses write (1.25x) and read (0.10x) multipliers. Savings are applied to the token portion only, not unit-based fees.
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.

Related model pricing

Nano Banana Pro currently costs n/a / n/a per 1M tokens. These are the models worth pricing against it, taken live from the tracked registry.

Other models from the same provider

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