Shutterstock ImageAI
Lakemeter UI name: Shutterstock ImageAI
Shutterstock ImageAI provides AI-powered image generation on Databricks. You specify the number of images to generate per month, and costs are calculated based on a fixed DBU rate per image. This is one of the simplest workload types to estimate.
When to use Shutterstock ImageAI
Use Shutterstock ImageAI when you need to generate images using AI — things like marketing content, product mockups, creative assets, or data augmentation for ML training. If you need text generation or chat capabilities, see FMAPI — Databricks Models instead.
Real-world example
Scenario: Your marketing team generates 2,000 AI images per month for social media and ad campaigns on AWS us-east-1 (Premium tier).
Configuration
| Field | Value |
|---|---|
| Workload Type | Shutterstock ImageAI |
| Images Per Month | 2,000 |
Step-by-step calculation
1. DBU rate per image
Each image costs a fixed 0.857 DBU:
DBU per Image = 0.857
2. Monthly DBUs and cost
Monthly DBUs = Images × DBU per Image = 2,000 × 0.857 = 1,714 DBUs
DBU Cost = 1,714 × $0.07/DBU = $119.98
Total Cost = $119.98 (no VM costs — always serverless)
These are example rates for illustration. Actual $/DBU depends on your cloud, region, and pricing tier. The $0.07 rate is the fallback for the SERVERLESS_REAL_TIME_INFERENCE SKU on AWS/us-east-1/Premium.
Scaling examples
| Images/Month | Monthly DBUs | Estimated Cost |
|---|---|---|
| 500 | 428.5 | ~$30 |
| 1,000 | 857.0 | ~$60 |
| 5,000 | 4,285.0 | ~$300 |
| 10,000 | 8,570.0 | ~$600 |
Costs scale linearly with image count.
Configuration reference
| Field | Description | Default |
|---|---|---|
| Images Per Month | Number of images to generate per month. | 1,000 |
That's it — Shutterstock ImageAI has the simplest configuration of any workload type.
How costs are calculated
DBU per Image = 0.857 (fixed)
Monthly DBUs = Images Per Month × DBU per Image
DBU Cost = Monthly DBUs × $/DBU
Total Cost = DBU Cost (no VM costs — always serverless)
Shutterstock ImageAI is always serverless. There are no VM infrastructure costs.
SKU mapping
| Workload | SKU | Fallback $/DBU |
|---|---|---|
| Shutterstock ImageAI | SERVERLESS_REAL_TIME_INFERENCE | $0.07 |
Tips
- Start with actual usage: Track how many images your team generates in a typical month before estimating. Marketing teams often overestimate their needs.
- Costs are linear: Double the images = double the cost. No volume discounts or tier thresholds to worry about.
- Compare with external services: At ~$0.06 per image (at $0.07/DBU), Shutterstock ImageAI is competitive with other AI image generation APIs.
Common mistakes
- Overestimating image volume: A marketing team generating 50 social media posts per week needs ~200 images/month, not 5,000. Estimate based on actual creative workflows.
- Expecting VM costs: Shutterstock ImageAI is always serverless. $0 VM cost is correct.
Excel export
Each Shutterstock ImageAI workload appears as one row in the exported spreadsheet:
| Column | What it shows |
|---|---|
| Configuration | Image count |
| Mode | Serverless (always) |
| SKU | SERVERLESS_REAL_TIME_INFERENCE |
| Images/Month | Direct value |
| Monthly DBUs | Images × 0.857 |
| DBU Cost (List) | At list price |
| DBU Cost (Discounted) | At negotiated rate |
| VM Cost | $0 (always serverless) |
| Total Cost | DBU Cost |