Nano Banana Pro vs Nano Banana 2: 500 Product Photo Variations

Nano Banana Pro vs Nano Banana 2
Complete Comparison: 100,000 input tokens × 2,000 output tokens
Comparison Mode
🖼️ 500 Images ⚡ 20% Cached

Complete comparison of pricing, performance, and capabilities for 2 leading AI models with 500 Images, 20% Cached.

🖼️ Multimodal Input ⚡ Caching Optimized (up to 90% savings) 📊 Batch API
Comparison Criteria Nano Banana Pro
Google
Nano Banana 2
Google
Calculation Results (Current Inputs) (500 images, 20% cached)
Input Tokens N/A (Special Pricing) 100,000
Output Tokens N/A (Special Pricing) 2,000
Cost Breakdown
Input Cost N/A (Special Pricing) $0.000000
Output Cost N/A (Special Pricing) $0.000000
Unit Cost (Audio/OCR) $33.500000 $33.500000
Service Fees $0.000000 $0.000000
Total Cost $33.500000 $33.500000
Processing Time 1 minute, 25.18 seconds Fastest 1 minute, 32.91 seconds Slowest
Tokens per Second N/A (Special Pricing) 1,100
Time to First Token 50ms Best 60ms Worst
Cost per 1K tokens N/A (Special Pricing) $0.328431 (rounded ~ $0.33)
Tokens per Dollar N/A (Special Pricing) 3,045
Cost per 1 Million Tokens (Informational)
Input Cost / 1M (Base) N/A (Special Pricing) $0.000000
Output Cost / 1M (Base) N/A (Special Pricing) $0.000000
Input Cost / 1M (Optimized) N/A (Special Pricing) $0.000000
Optimizations: No optimizations applied
Output Cost / 1M (Optimized) N/A (Special Pricing) $0.000000
Optimizations: No optimizations applied
Capabilities & Advanced Features
Images Support
500
✓ Supported ✓ Supported
Caching Support
20
✗ Not Supported requested ✗ Not Supported requested
Batch API Support ✓ Supported ✗ Not Supported
Tool Usage Support ✓ Supported ✓ 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
▼
▼
Use Batch API (50% discount)
20%
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

$33.500000 Total Cost
$0.000000 Input Cost
$0.000000 Output Cost
$33.500000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
102,000Total Tokens
$0.328431Cost per 1K
3,045Tokens per $
📊 Advanced Cost Breakdown

Processing Speed

1m 25s 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
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.

Nano Banana Pro Google

$33.500000
Total Cost
🖼️ 500 Image (Medium) ⚡ 20% Cached 📊 Batch API 🔧 Tools
👁️
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) $67.000000 Input: $0.000000
Output: $0.000000
Optimized Cost $33.500000 Input: $0.000000
Output: $0.000000
Unit: $33.500000
Fees: $0.000000
Total Savings $33.500000 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 2,000 output tokens:

  • Input Cost: $0.000000
  • Output Cost: $0.000000
  • Unit Cost: $33.500000
  • Total Cost: $33.500000
  • Cost per 1K tokens: $0.328431 (rounded ~ $0.33)
  • Tokens per dollar: 3,045 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, 25.18 seconds
  • Latency: 50 milliseconds to first token
  • Base Throughput: 1,200 tokens/second

Best Use Cases

Use Nano Banana Pro for high-fidelity hero assets and complex edits; use Nano Banana 2 for rapid prototyping and high-volume image generation.

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 →

Nano Banana 2 Google

$33.500000
Total Cost
🖼️ 500 Image (Medium) ⚡ 20% Cached 📊 Batch API 🔧 Tools
👁️
Vision/Images
✓ Available
🎧
Audio Processing
✗ Not Available
🎥
Video Analysis
✗ Not Available
🔧
Tool Usage
✓ Available
📄
OCR Support
✗ Not Available
📊
Batch API
✗ Not Available
⚡
Caching
✗ Not Available

💰 Total Cost Calculation (from Plugin)

Base Cost (No Optimizations) $33.500000 Input: $0.000000
Output: $0.000000
Optimized Cost $33.500000 Input: $0.000000
Output: $0.000000
Unit: $33.500000
Fees: $0.000000

Advanced Cost Breakdown (from Plugin)

Detailed Cost Analysis (from Plugin)

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

  • Input Cost: $0.000000
  • Output Cost: $0.000000
  • Unit Cost: $33.500000
  • Total Cost: $33.500000
  • Cost per 1K tokens: $0.328431 (rounded ~ $0.33)
  • Tokens per dollar: 3,045 tokens
  • Context Window: 8192 tokens
  • Thinking Source: (0 tokens)

Speed & Performance Analysis

With a processing speed of 1,100 tokens per second and 60ms time to first token:

  • Processing Time: 1 minute, 32.91 seconds
  • Latency: 60 milliseconds to first token
  • Base Throughput: 1,100 tokens/second

Best Use Cases

Use Nano Banana Pro for high-fidelity hero assets and complex edits; use Nano Banana 2 for rapid prototyping and high-volume image generation.

Want this applied to YOUR actual stack?

This calculator shows the math for Nano Banana 2. 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: 2,000
Batch API: Enabled (50% discount)
Cached Tokens: 20%
Images: 500 (Medium Resolution)
Tools: Enabled
Rank AI Model & Provider Total Cost vs Nano Banana Pro vs Nano Banana 2
🏆 Mistral Small 3
Mistral AI
 $0.007489 (rounded ~ $0.01) Best Value ↓ 100% cheaper ↓ 100% cheaper
🥈 Gemini 3.1 Flash Lite
Google
 $0.019098 ↓ 99.9% cheaper ↓ 99.9% cheaper
🥉 Gemini 2.5 Flash
Google
 $0.023267 (rounded ~ $0.02) ↓ 99.9% cheaper ↓ 99.9% cheaper
#4 Mistral Large 3
Mistral AI
 $0.037695 (rounded ~ $0.04) ↓ 99.9% cheaper ↓ 99.9% cheaper
#5 GPT-5.4 mini
OpenAI
 $0.057293 (rounded ~ $0.06) ↓ 99.8% cheaper ↓ 99.8% cheaper
#6 o4-mini Deep Research
OpenAI
 $0.075390 (rounded ~ $0.08) ↓ 99.8% cheaper ↓ 99.8% cheaper
#7 Claude Haiku 4.5
Anthropic
 $0.075890 (rounded ~ $0.08) ↓ 99.8% cheaper ↓ 99.8% cheaper
#8 o4-mini
OpenAI
 $0.082929 (rounded ~ $0.08) ↓ 99.8% cheaper ↓ 99.8% cheaper
#9 Grok 4.3
xAI
 $0.092988 (rounded ~ $0.09) ↓ 99.7% cheaper ↓ 99.7% cheaper
#10 Gemini 3.5 Flash
Google
 $0.114585 (rounded ~ $0.11) ↓ 99.7% cheaper ↓ 99.7% cheaper
#11 GPT-5.3 Codex Spark
OpenAI
 $0.135433 (rounded ~ $0.14) ↓ 99.6% cheaper ↓ 99.6% cheaper
#12 GPT-5.3 Instant
OpenAI
 $0.135433 (rounded ~ $0.14) ↓ 99.6% cheaper ↓ 99.6% cheaper
#13 Gemini 3.1 Flash
Google
 $0.152780 (rounded ~ $0.15) ↓ 99.5% cheaper ↓ 99.5% cheaper
#14 Claude Sonnet 4.6
Anthropic
 $0.227670 (rounded ~ $0.23) ↓ 99.3% cheaper ↓ 99.3% cheaper
#15 Claude Opus 4.7
Anthropic
 $0.379450 ↓ 98.9% cheaper ↓ 98.9% cheaper
#16 Claude Opus 4.8
Anthropic
 $0.379450 ↓ 98.9% cheaper ↓ 98.9% cheaper
#17 Claude Opus 4.6
Anthropic
 $0.379450 ↓ 98.9% cheaper ↓ 98.9% cheaper
#18 Gemini 2.5 Pro
Google
 $0.381950 (rounded ~ $0.38) ↓ 98.9% cheaper ↓ 98.9% cheaper
#19 GPT-5.5 Instant
OpenAI
 $0.381950 (rounded ~ $0.38) ↓ 98.9% cheaper ↓ 98.9% cheaper
#20 Gemini 3.1 Pro
Google
 $0.605120 (rounded ~ $0.61) ↓ 98.2% cheaper ↓ 98.2% cheaper
#21 o3 Deep Research
OpenAI
 $0.753900 (rounded ~ $0.75) ↓ 97.7% cheaper ↓ 97.7% cheaper
#22 GPT-5.4
OpenAI
 $0.756400 (rounded ~ $0.76) ↓ 97.7% cheaper ↓ 97.7% cheaper
#23 GPT-5.4 Thinking
OpenAI
 $0.756400 (rounded ~ $0.76) ↓ 97.7% cheaper ↓ 97.7% cheaper
#24 o3 Pro
OpenAI
 $1.507800 (rounded ~ $1.51) ↓ 95.5% cheaper ↓ 95.5% cheaper
#25 GPT-5.5
OpenAI
 $1.512800 (rounded ~ $1.51) ↓ 95.5% cheaper ↓ 95.5% cheaper
#26 GPT-5.2 Pro
OpenAI
 $1.625190 (rounded ~ $1.63) ↓ 95.1% cheaper ↓ 95.1% cheaper
#27 GPT-5.2 Pro
OpenAI
 $1.625190 (rounded ~ $1.63) ↓ 95.1% cheaper ↓ 95.1% cheaper
🏆

Mistral Small 3
Mistral AI

$0.007489 (rounded ~ $0.01)
vs Nano Banana Pro: ↓ 100%
vs Nano Banana 2: ↓ 100%
🥈

Gemini 3.1 Flash Lite
Google

$0.019098
vs Nano Banana Pro: ↓ 99.9%
vs Nano Banana 2: ↓ 99.9%
🥉

Gemini 2.5 Flash
Google

$0.023267 (rounded ~ $0.02)
vs Nano Banana Pro: ↓ 99.9%
vs Nano Banana 2: ↓ 99.9%
#4

Mistral Large 3
Mistral AI

$0.037695 (rounded ~ $0.04)
vs Nano Banana Pro: ↓ 99.9%
vs Nano Banana 2: ↓ 99.9%
#5

GPT-5.4 mini
OpenAI

$0.057293 (rounded ~ $0.06)
vs Nano Banana Pro: ↓ 99.8%
vs Nano Banana 2: ↓ 99.8%
#6

o4-mini Deep Research
OpenAI

$0.075390 (rounded ~ $0.08)
vs Nano Banana Pro: ↓ 99.8%
vs Nano Banana 2: ↓ 99.8%
#7

Claude Haiku 4.5
Anthropic

$0.075890 (rounded ~ $0.08)
vs Nano Banana Pro: ↓ 99.8%
vs Nano Banana 2: ↓ 99.8%
#8

o4-mini
OpenAI

$0.082929 (rounded ~ $0.08)
vs Nano Banana Pro: ↓ 99.8%
vs Nano Banana 2: ↓ 99.8%
#9

Grok 4.3
xAI

$0.092988 (rounded ~ $0.09)
vs Nano Banana Pro: ↓ 99.7%
vs Nano Banana 2: ↓ 99.7%
#10

Gemini 3.5 Flash
Google

$0.114585 (rounded ~ $0.11)
vs Nano Banana Pro: ↓ 99.7%
vs Nano Banana 2: ↓ 99.7%
#11

GPT-5.3 Codex Spark
OpenAI

$0.135433 (rounded ~ $0.14)
vs Nano Banana Pro: ↓ 99.6%
vs Nano Banana 2: ↓ 99.6%
#12

GPT-5.3 Instant
OpenAI

$0.135433 (rounded ~ $0.14)
vs Nano Banana Pro: ↓ 99.6%
vs Nano Banana 2: ↓ 99.6%
#13

Gemini 3.1 Flash
Google

$0.152780 (rounded ~ $0.15)
vs Nano Banana Pro: ↓ 99.5%
vs Nano Banana 2: ↓ 99.5%
#14

Claude Sonnet 4.6
Anthropic

$0.227670 (rounded ~ $0.23)
vs Nano Banana Pro: ↓ 99.3%
vs Nano Banana 2: ↓ 99.3%
#15

Claude Opus 4.7
Anthropic

$0.379450
vs Nano Banana Pro: ↓ 98.9%
vs Nano Banana 2: ↓ 98.9%
#16

Claude Opus 4.8
Anthropic

$0.379450
vs Nano Banana Pro: ↓ 98.9%
vs Nano Banana 2: ↓ 98.9%
#17

Claude Opus 4.6
Anthropic

$0.379450
vs Nano Banana Pro: ↓ 98.9%
vs Nano Banana 2: ↓ 98.9%
#18

Gemini 2.5 Pro
Google

$0.381950 (rounded ~ $0.38)
vs Nano Banana Pro: ↓ 98.9%
vs Nano Banana 2: ↓ 98.9%
#19

GPT-5.5 Instant
OpenAI

$0.381950 (rounded ~ $0.38)
vs Nano Banana Pro: ↓ 98.9%
vs Nano Banana 2: ↓ 98.9%
#20

Gemini 3.1 Pro
Google

$0.605120 (rounded ~ $0.61)
vs Nano Banana Pro: ↓ 98.2%
vs Nano Banana 2: ↓ 98.2%
#21

o3 Deep Research
OpenAI

$0.753900 (rounded ~ $0.75)
vs Nano Banana Pro: ↓ 97.7%
vs Nano Banana 2: ↓ 97.7%
#22

GPT-5.4
OpenAI

$0.756400 (rounded ~ $0.76)
vs Nano Banana Pro: ↓ 97.7%
vs Nano Banana 2: ↓ 97.7%
#23

GPT-5.4 Thinking
OpenAI

$0.756400 (rounded ~ $0.76)
vs Nano Banana Pro: ↓ 97.7%
vs Nano Banana 2: ↓ 97.7%
#24

o3 Pro
OpenAI

$1.507800 (rounded ~ $1.51)
vs Nano Banana Pro: ↓ 95.5%
vs Nano Banana 2: ↓ 95.5%
#25

GPT-5.5
OpenAI

$1.512800 (rounded ~ $1.51)
vs Nano Banana Pro: ↓ 95.5%
vs Nano Banana 2: ↓ 95.5%
#26

GPT-5.2 Pro
OpenAI

$1.625190 (rounded ~ $1.63)
vs Nano Banana Pro: ↓ 95.1%
vs Nano Banana 2: ↓ 95.1%
#27

GPT-5.2 Pro
OpenAI

$1.625190 (rounded ~ $1.63)
vs Nano Banana Pro: ↓ 95.1%
vs Nano Banana 2: ↓ 95.1%
✨ 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.

For technical teams and indie creators generating variations of product catalogs, choosing between Nano Banana Pro and Nano Banana 2 comes down to balancing fidelity against throughput. Both models are built on Google’s advanced image-generation architectures, but they serve distinct stages of the creative pipeline.

Choosing Your Tier

Nano Banana Pro is optimized for high-stakes deliverables. When you need to maintain strict product consistency, ensure legible labels, or generate hero-quality assets for marketing, this model provides the reasoning depth required to follow complex compositional instructions. It excels at multi-turn edits where preserving the exact features of a product across variations is non-negotiable.

Nano Banana 2, by contrast, is designed for momentum. It is the ideal choice for high-volume batches where speed is the primary bottleneck. If your goal is to populate a large e-commerce catalog or test dozens of creative concepts for social media, this model offers the efficiency needed to iterate without sacrificing too much visual quality. It is perfectly suited for generating 500 variations where you need quick results to gauge market response.

Strategic Deployment

Many professional workflows utilize a tiered approach: using Nano Banana 2 for the bulk of the initial generation to explore ideas, and reserving Nano Banana Pro for the final, high-fidelity refinement of top-performing concepts. By matching the model to the specific stage of your creative process, you can maximize visual output while maintaining the rigorous quality standards required for professional product photography.

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.