Nano Banana Pro Pricing for 50,000 E-commerce Image Variations

Complete Analysis: 1,100 tokens for Nano Banana Pro
🖼️ 50000 Images ⚡ 20% Cached

Complete analysis of pricing, performance, and use cases for Google's Nano Banana Pro model with 50000 Images, 20% Cached.

🖼️ Multimodal Input ⚡ Caching Optimized (up to 90% savings) 📊 Batch API
$3350.000000 Total Cost
1,100 Total Tokens
1.10 seconds Processing Time

Click Recalculate to update after making changes

Select AI Model

Nano Banana Pro

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

$3350.000000 Total Cost
$0.000000 Input Cost
$0.000000 Output Cost
$3350.000000 Unit Cost
$0.000000 Search Cost
$0.000000 Request Fee
$0.000000 Tool Fee
$0.000000 Code Execution
1,100Total Tokens
$3045.454545Cost per 1K
0Tokens per $

📊 Advanced Cost Breakdown

Processing Speed

1.10s 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

Nano Banana Pro Google

$3350.000000
Total Cost
🖼️ 50000 Image (Medium) ⚡ 20% 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) $6700.000000 Input: $0.000000
Output: $0.000000
Optimized Cost $3350.000000 Input: $0.000000
Output: $0.000000
Unit: $3350.000000
Fees: $0.000000
Total Savings $3350.000000 50.0% discount

Advanced Cost Breakdown (from Plugin)

📊 Batch API
50.0% off
Asynchronous processing discount

Detailed Cost Analysis (from Plugin)

For 1,000 input tokens and 100 output tokens:

  • Input Cost: $0.000000
  • Output Cost: $0.000000
  • Unit Cost: $3350.000000
  • Total Cost: $3350.000000
  • Cost per 1K tokens: $3045.454545 (rounded ~ $3,045.45)
  • Tokens per dollar: 0 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: 1.10 seconds
  • Latency: 50 milliseconds to first token
  • Base Throughput: 1,200 tokens/second

Best Use Cases

Ideal for e-commerce platforms requiring high-throughputautomated generation of product photo variations to support regional localization and A/B testing.

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.

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✨ Market Recommendations AI Model Registry

← Back to Nano Banana Pro
📋 Active Input Parameters
Input Tokens: 1,000
Output Tokens: 100
Batch API: Enabled (50% discount)
Cached Tokens: 20%
Images: 50000 (Medium Resolution)
Rank AI Model & Provider Total Cost vs Nano Banana Pro
🏆 GPT-5.6 Luna
OpenAI
 $1.057871 (rounded ~ $1.06) Best Value ↓ 100% cheaper
🥈 Ministral 3 (14B)
Mistral AI
 $1.057946 (rounded ~ $1.06) ↓ 100% cheaper
🥉 Gemini 3.1 Flash Lite
Google
 $1.322339 (rounded ~ $1.32) ↓ 100% cheaper
#4 Gemini 3.5 Flash-Lite
Google
 $1.586824 (rounded ~ $1.59) ↓ 100% cheaper
#5 Gemini 2.5 Flash
Google
 $1.586824 (rounded ~ $1.59) ↓ 100% cheaper
#6 GPT-6 Luna
OpenAI
 $2.115720 (rounded ~ $2.12) ↓ 99.9% cheaper
#7 Mistral Large 3
Mistral AI
 $2.644890 (rounded ~ $2.64) ↓ 99.9% cheaper
#8 Gemini 3.8 Flash
Google
 $3.966998 (rounded ~ $3.97) ↓ 99.9% cheaper
#9 Gemini 3.6 Flash
Google
 $3.966998 (rounded ~ $3.97) ↓ 99.9% cheaper
#10 GPT-5.4 mini
OpenAI
 $3.967016 (rounded ~ $3.97) ↓ 99.9% cheaper
#11 Claude Haiku 5.5
Anthropic
 $5.289330 ↓ 99.8% cheaper
#12 Claude Haiku 4.5
Anthropic
 $5.289330 ↓ 99.8% cheaper
#13 Mistral Large 4
Mistral AI
 $7.194103 (rounded ~ $7.19) ↓ 99.8% cheaper
#14 GPT-5.3 Codex Spark
OpenAI
 $9.256459 (rounded ~ $9.26) ↓ 99.7% cheaper
#15 GPT-5.3 Instant
OpenAI
 $9.256459 (rounded ~ $9.26) ↓ 99.7% cheaper
#16 Claude Sonnet 5.5
Anthropic
 $10.449655 ↓ 99.7% cheaper
#17 Claude Sonnet 5
Anthropic
 $10.578660 (rounded ~ $10.58) ↓ 99.7% cheaper
#18 Gemini 4 Argon
Google
 $10.578660 (rounded ~ $10.58) ↓ 99.7% cheaper
#19 Gemini 3.1 Flash
Google
 $10.578710 (rounded ~ $10.58) ↓ 99.7% cheaper
#20 GPT-5.6 Terra
OpenAI
 $10.578710 (rounded ~ $10.58) ↓ 99.7% cheaper
#21 Claude Sonnet 4.6
Anthropic
 $15.867990 (rounded ~ $15.87) ↓ 99.5% cheaper
#22 Claude Opus 5.5
Anthropic
 $20.899310 ↓ 99.4% cheaper
#23 GPT-5.6 Sol
OpenAI
 $21.157320 (rounded ~ $21.16) ↓ 99.4% cheaper
#24 Claude Opus 4.7
Anthropic
 $26.446650 (rounded ~ $26.45) ↓ 99.2% cheaper
#25 Claude Opus 5
Anthropic
 $26.446650 (rounded ~ $26.45) ↓ 99.2% cheaper
#26 Claude Opus 4.8
Anthropic
 $26.446650 (rounded ~ $26.45) ↓ 99.2% cheaper
#27 Claude Opus 4.6
Anthropic
 $26.446650 (rounded ~ $26.45) ↓ 99.2% cheaper
#28 Gemini 2.5 Pro
Google
 $26.446775 (rounded ~ $26.45) ↓ 99.2% cheaper
#29 GPT-5.5 Instant
OpenAI
 $26.446775 (rounded ~ $26.45) ↓ 99.2% cheaper
#30 Grok 4.3
xAI
 $42.314040 (rounded ~ $42.31) ↓ 98.7% cheaper
#31 GPT-6.1 Sol
OpenAI
 $42.314390 (rounded ~ $42.31) ↓ 98.7% cheaper
#32 GPT-6 Sol
OpenAI
 $42.314390 (rounded ~ $42.31) ↓ 98.7% cheaper
#33 Gemini 3.1 Pro
Google
 $42.314540 (rounded ~ $42.31) ↓ 98.7% cheaper
#34 Claude Fable 5.1
Anthropic
 $51.925763 (rounded ~ $51.93) ↓ 98.4% cheaper
#35 Claude Mythos 5.1
Anthropic
 $51.925763 (rounded ~ $51.93) ↓ 98.4% cheaper
#36 GPT-5.4
OpenAI
 $52.893175 (rounded ~ $52.89) ↓ 98.4% cheaper
#37 GPT-5.4 Thinking
OpenAI
 $52.893175 (rounded ~ $52.89) ↓ 98.4% cheaper
#38 Claude Fable 5
Anthropic
 $52.893300 (rounded ~ $52.89) ↓ 98.4% cheaper
#39 Claude Mythos 5
Anthropic
 $52.893300 (rounded ~ $52.89) ↓ 98.4% cheaper
#40 GPT-5.5
OpenAI
 $105.786350 (rounded ~ $105.79) ↓ 96.8% cheaper
#41 GPT-5.2 Pro
OpenAI
 $111.077505 (rounded ~ $111.08) ↓ 96.7% cheaper
#42 GPT-6 Astra
OpenAI
 $211.573200 (rounded ~ $211.57) ↓ 93.7% cheaper
#43 GPT-6 Astra
OpenAI
 $211.573200 (rounded ~ $211.57) ↓ 93.7% cheaper
🏆

GPT-5.6 Luna
OpenAI

$1.057871 (rounded ~ $1.06)
vs Nano Banana Pro: ↓ 100%
🥈

Ministral 3 (14B)
Mistral AI

$1.057946 (rounded ~ $1.06)
vs Nano Banana Pro: ↓ 100%
🥉

Gemini 3.1 Flash Lite
Google

$1.322339 (rounded ~ $1.32)
vs Nano Banana Pro: ↓ 100%
#4

Gemini 3.5 Flash-Lite
Google

$1.586824 (rounded ~ $1.59)
vs Nano Banana Pro: ↓ 100%
#5

Gemini 2.5 Flash
Google

$1.586824 (rounded ~ $1.59)
vs Nano Banana Pro: ↓ 100%
#6

GPT-6 Luna
OpenAI

$2.115720 (rounded ~ $2.12)
vs Nano Banana Pro: ↓ 99.9%
#7

Mistral Large 3
Mistral AI

$2.644890 (rounded ~ $2.64)
vs Nano Banana Pro: ↓ 99.9%
#8

Gemini 3.8 Flash
Google

$3.966998 (rounded ~ $3.97)
vs Nano Banana Pro: ↓ 99.9%
#9

Gemini 3.6 Flash
Google

$3.966998 (rounded ~ $3.97)
vs Nano Banana Pro: ↓ 99.9%
#10

GPT-5.4 mini
OpenAI

$3.967016 (rounded ~ $3.97)
vs Nano Banana Pro: ↓ 99.9%
#11

Claude Haiku 5.5
Anthropic

$5.289330
vs Nano Banana Pro: ↓ 99.8%
#12

Claude Haiku 4.5
Anthropic

$5.289330
vs Nano Banana Pro: ↓ 99.8%
#13

Mistral Large 4
Mistral AI

$7.194103 (rounded ~ $7.19)
vs Nano Banana Pro: ↓ 99.8%
#14

GPT-5.3 Codex Spark
OpenAI

$9.256459 (rounded ~ $9.26)
vs Nano Banana Pro: ↓ 99.7%
#15

GPT-5.3 Instant
OpenAI

$9.256459 (rounded ~ $9.26)
vs Nano Banana Pro: ↓ 99.7%
#16

Claude Sonnet 5.5
Anthropic

$10.449655
vs Nano Banana Pro: ↓ 99.7%
#17

Claude Sonnet 5
Anthropic

$10.578660 (rounded ~ $10.58)
vs Nano Banana Pro: ↓ 99.7%
#18

Gemini 4 Argon
Google

$10.578660 (rounded ~ $10.58)
vs Nano Banana Pro: ↓ 99.7%
#19

Gemini 3.1 Flash
Google

$10.578710 (rounded ~ $10.58)
vs Nano Banana Pro: ↓ 99.7%
#20

GPT-5.6 Terra
OpenAI

$10.578710 (rounded ~ $10.58)
vs Nano Banana Pro: ↓ 99.7%
#21

Claude Sonnet 4.6
Anthropic

$15.867990 (rounded ~ $15.87)
vs Nano Banana Pro: ↓ 99.5%
#22

Claude Opus 5.5
Anthropic

$20.899310
vs Nano Banana Pro: ↓ 99.4%
#23

GPT-5.6 Sol
OpenAI

$21.157320 (rounded ~ $21.16)
vs Nano Banana Pro: ↓ 99.4%
#24

Claude Opus 4.7
Anthropic

$26.446650 (rounded ~ $26.45)
vs Nano Banana Pro: ↓ 99.2%
#25

Claude Opus 5
Anthropic

$26.446650 (rounded ~ $26.45)
vs Nano Banana Pro: ↓ 99.2%
#26

Claude Opus 4.8
Anthropic

$26.446650 (rounded ~ $26.45)
vs Nano Banana Pro: ↓ 99.2%
#27

Claude Opus 4.6
Anthropic

$26.446650 (rounded ~ $26.45)
vs Nano Banana Pro: ↓ 99.2%
#28

Gemini 2.5 Pro
Google

$26.446775 (rounded ~ $26.45)
vs Nano Banana Pro: ↓ 99.2%
#29

GPT-5.5 Instant
OpenAI

$26.446775 (rounded ~ $26.45)
vs Nano Banana Pro: ↓ 99.2%
#30

Grok 4.3
xAI

$42.314040 (rounded ~ $42.31)
vs Nano Banana Pro: ↓ 98.7%
#31

GPT-6.1 Sol
OpenAI

$42.314390 (rounded ~ $42.31)
vs Nano Banana Pro: ↓ 98.7%
#32

GPT-6 Sol
OpenAI

$42.314390 (rounded ~ $42.31)
vs Nano Banana Pro: ↓ 98.7%
#33

Gemini 3.1 Pro
Google

$42.314540 (rounded ~ $42.31)
vs Nano Banana Pro: ↓ 98.7%
#34

Claude Fable 5.1
Anthropic

$51.925763 (rounded ~ $51.93)
vs Nano Banana Pro: ↓ 98.4%
#35

Claude Mythos 5.1
Anthropic

$51.925763 (rounded ~ $51.93)
vs Nano Banana Pro: ↓ 98.4%
#36

GPT-5.4
OpenAI

$52.893175 (rounded ~ $52.89)
vs Nano Banana Pro: ↓ 98.4%
#37

GPT-5.4 Thinking
OpenAI

$52.893175 (rounded ~ $52.89)
vs Nano Banana Pro: ↓ 98.4%
#38

Claude Fable 5
Anthropic

$52.893300 (rounded ~ $52.89)
vs Nano Banana Pro: ↓ 98.4%
#39

Claude Mythos 5
Anthropic

$52.893300 (rounded ~ $52.89)
vs Nano Banana Pro: ↓ 98.4%
#40

GPT-5.5
OpenAI

$105.786350 (rounded ~ $105.79)
vs Nano Banana Pro: ↓ 96.8%
#41

GPT-5.2 Pro
OpenAI

$111.077505 (rounded ~ $111.08)
vs Nano Banana Pro: ↓ 96.7%
#42

GPT-6 Astra
OpenAI

$211.573200 (rounded ~ $211.57)
vs Nano Banana Pro: ↓ 93.7%
#43

GPT-6 Astra
OpenAI

$211.573200 (rounded ~ $211.57)
vs Nano Banana Pro: ↓ 93.7%
✨ 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.

For translation agencies managing large-scale e-commerce accounts, the demand for localized visual assets has never been higher. When a client requests localized product imagery—such as swapping background elements, adapting packaging text, or ensuring cultural alignment—manual editing becomes a significant bottleneck. Automated image variation pipelines allow agencies to scale these services effectively, ensuring that product catalogs are not just translated, but visually optimized for every target market.

Choosing the right model for this workflow requires balancing creative control with high-volume throughput. Nano Banana Pro stands out in this domain, offering the precision needed to maintain brand consistency while automating the generation of multiple variations per source image. For an agency, this translates to faster turnaround times, allowing your team to move from source asset to a fully localized, multi-market catalog in a fraction of the time required by traditional post-production.

Beyond raw generation, successful deployment hinges on how well the model integrates into your existing translation management system. You need a solution that handles batch requests efficiently without manual intervention, ensuring that your image generation workflow mirrors the automation already present in your text translation processes. By offloading these tasks to a high-capacity model, you can offer your clients a more comprehensive localization service, capturing value that goes beyond simple text conversion. This approach not only streamlines operations but also positions your agency as a full-service partner for global brands looking to maintain visual impact across diverse regions.

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.

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