Professional Design Reference - A/B Test
Testing 4 different approaches to the "Professional Design Reference" section of our prompts. This helps determine whether platform references (Behance, Dieline) or explicit style descriptions produce better results.
Current: Behance, Packaging of the World, Dieline
No platform names, describes visual qualities
Platform refs + explicit style attributes
Award-winning quality focus, no platform names
AI Model Comparison
Compare output resolution and quality between different AI models
Model Comparison: Test different AI models to compare output quality. Nano Banana Pro (Google Gemini 3) is the primary model with excellent text rendering and 2K output.
Google Gemini 3
~$0.09/img
I2I: Yes | Primary
ByteDance
~$0.032/img
I2I: Yes
xAI
~$0.07/img
I2I: No
xAI
~$0.07/img
I2I: Yes
Estimated time: 30-60 seconds per model
Testing models...
Please wait...
Comparison Results
| Model | Requested | Actual Size | Resolution Tier | Match? | Time |
|---|
Recommendation
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Test Configuration
Prompt Template Editor
Edit the base prompt template and reference approach sections. Changes are saved to KV storage.
Template Variables Reference
Base Template Variables:
{{brandName}} - Brand name
{{brandProposition}} - Brand tagline/proposition
{{packStructure}} - Package type (e.g., "Resealable plastic bag")
{{packCapacity}} - Size/capacity (e.g., "2kg")
{{variantLine}} - Auto-generated variant line
{{logoLine}} - Auto-generated logo treatment line
{{heroImageryLine}} - Auto-generated hero imagery line
{{benefitsLine}} - Auto-generated benefits line
{{reasonsToBelieveLine}} - Auto-generated RTB line
{{benefitCalloutsLine}} - Benefit callouts instruction
{{materialsLine}} - Material description
{{otherRequirementsLine}} - Additional requirements
{{resolution}} - Image resolution (e.g., "2K")
{{aspectRatio}} - Aspect ratio (e.g., "1:1")
{{referenceSection}} - The selected reference approach section
Reference Approach Variables:
{{style}} - Style description
{{colourCodingLine}} - Auto-generated color coding line
Editable Prompts
Edit each prompt directly before generating. Click "Load/Refresh Prompts" to populate with current configuration.
Current: Behance, Packaging of the World, Dieline
No platform names, describes visual qualities
Platform refs + explicit style attributes
Award-winning quality focus, no platform names
Generating designs...
This may take 3 minutes. Please wait...
Test Results
Evaluation
Compare the 4 results and rate them on the following criteria:
| Criteria | A: Platform | B: Explicit | C: Hybrid | D: Award |
|---|