Credit Optimization
Credits are your creative currency. This guide helps you maximize the value of every credit you spend.
Understanding Credit Costs
Cost Factors
| Factor | Impact |
|---|
| Model quality | Higher quality = more credits |
| Output type | Video > Audio > Image |
| Resolution | Larger = more credits |
| Duration | Longer (video/audio) = more credits |
| Tool complexity | Upscaling is expensive |
Cost Ranges
| Content Type | Credit Range |
|---|
| Images | 20 - 600 |
| Videos | 60 - 4,000 |
| Audio | 8 - 200 |
| Tools | 20 - 1,000 |
Strategy 1: Test Cheap, Finalize Premium
The Approach
- Iterate with budget models — Refine your prompt
- Switch to premium — Only for final output
Model Tiers
Images:
| Tier | Models | Credits | Use For |
|---|
| Budget | Qwen Image | 20 | Testing |
| Mid | SDXL, Flux 2 Dev | 40-50 | Good quality |
| Premium | Flux 2 Pro, Nano Banana Pro | 120-600 | Finals |
Videos:
| Tier | Models | Credits | Use For |
|---|
| Budget | Wan 2.5 Fast | 60 | Testing |
| Mid | Seedance Lite | 300 | Drafts |
| Premium | Veo, Sora | 2,000-4,000 | Finals |
Strategy 2: Perfect Prompts First
Why It Matters
A bad prompt wastes credits regardless of model quality.
Process
- Write in Chat first — Free brainstorming
- Refine the prompt — Get AI help to improve
- Test with cheap model — Verify concept works
- Iterate on prompt — Not on model
- Generate final — With premium model
Credit Savings
- 5 iterations at 120 credits = 600 credits
- 5 iterations at 20 credits + 1 final at 120 = 220 credits
- Savings: 380 credits (63%)
Don't Over-Engineer
Sometimes simpler is better:
| Need | Don't Use | Use Instead |
|---|
| Quick test | Flux 2 Pro (120) | Qwen (20) |
| Concept check | Veo (4,000) | Wan Fast (60) |
| Draft voiceover | Speech HD (40) | Speech Turbo (8) |
Match Quality to Purpose
| Purpose | Quality Needed | Model Choice |
|---|
| Internal review | Low | Budget models |
| Client draft | Medium | Mid-tier |
| Final delivery | High | Premium |
| Social media | Medium-High | Mid to Premium |
| Print | Highest | Premium + Upscale |
Strategy 4: Avoid Unnecessary Steps
Common Waste
- Upscaling images that will only be used on web
- Generating video when a static image works
- Using premium audio for background music
- Regenerating instead of editing
Ask Before Generating
- Do I need this quality level?
- Is video necessary, or will an image work?
- Can I edit the existing output instead?
- Is this the final version?
Strategy 5: Batch Efficiently
Plan Before Generating
- List all needed assets before starting
- Group by model — Run similar generations together
- Prepare all prompts — Minimize iteration
- Generate systematically — Track what's done
Batch Benefits
- Fewer wasted test generations
- Consistent style (less rework)
- Better planning = fewer mistakes
Strategy 6: Leverage Apps
Why Apps Save Credits
- Tested workflow — No trial and error
- Consistent results — Less regeneration
- Quick execution — No setup time
Building Efficient Apps
- Test thoroughly before creating App
- Use cost-effective model choices
- Only expose necessary inputs
Cost-Saving Tips by Task
For Images
- ✅ Use Qwen (20) for prompt testing
- ✅ Use Flux 2 Dev (50) for good quality at moderate cost
- ✅ Only use Flux 2 Pro (120) for finals
- ❌ Don't use Nano Banana Pro (600) for drafts
For Videos
- ✅ Use Wan 2.5 Fast (60) for all testing
- ✅ Use Seedance Fast (500) for good drafts
- ✅ Reserve Veo/Sora (2,000-4,000) for finals only
- ❌ Don't iterate with premium video models
For Audio
- ✅ Use Speech Turbo (8) for testing
- ✅ Use Music 1.5 (48) for background music
- ✅ Only use premium for final delivery
- ❌ Don't use HD models for drafts
- ✅ Only upscale final images
- ✅ Remove backgrounds early (cheap at 20)
- ❌ Don't upscale images you'll modify further
- ❌ Don't upscale for web-only use
Tracking Your Usage
Monitor Regularly
- Check balance before large projects
- Track credits per project
- Identify expensive patterns
Learn from History
- Which models give best value?
- Where do you waste credits?
- What prompts work first time?
When to Spend More
Worth the Premium
- Final client deliverables
- Print materials
- High-visibility content
- Portfolio pieces
Not Worth Premium
- Internal testing
- Concept exploration
- Quick social posts
- Temporary content
Quick Reference
Most Cost-Effective Choices
| Task | Best Value Model |
|---|
| Image testing | Qwen Image (20) |
| Good images | Flux 2 Dev (50) |
| Video testing | Wan 2.5 Fast (60) |
| Voice testing | Speech Turbo (8) |
| Background music | Music 1.5 (48) |
| Background removal | BG Remover (20) |
Most Expensive (Use Wisely)
| Model | Credits | Only Use For |
|---|
| Nano Banana Pro | 600 | Complex, final images |
| Crystal Upscaler | 1,000 | Print-quality finals |
| Veo 3.1 | 4,000 | Premium video finals |
| Sora 2 Pro | 4,000 | Best video quality |
Next Steps
- Common Mistakes — Avoid costly errors
- Understanding Credits — Credit system basics
- Creating Apps — Build efficient workflows