7.0 KiB
7.0 KiB
Image Studio Editing - Recommended Additional Models
Date: Current Session
Status: Ready for Documentation
Current Progress: 3 of 14 models integrated (21%)
✅ Currently Integrated (3/14)
- ✅ Qwen Image Edit Plus ($0.02) - Budget, multi-image, ControlNet
- ✅ Google Nano Banana Pro Edit Ultra ($0.15-0.18) - Premium, 4K/8K, multilingual
- ✅ Bytedance Seedream V4.5 Edit ($0.04) - Mid-tier, reference-faithful, 4K
🎯 Recommended Next Models (Priority Order)
Priority 1: High-Value, Cost-Effective Models
1. Qwen Image Edit (Basic Version)
- Why: Budget alternative to Qwen Edit Plus, simpler use cases
- Cost: ~$0.02 (estimated)
- Use Case: Basic editing when Plus features aren't needed
- Docs Needed: Model path, exact cost, max resolution, capabilities
2. Alibaba WAN 2.5 Image Edit
- Why: Structure-preserving edits, good balance of cost/quality
- Cost: ~$0.035 (from enhancement proposal)
- Use Case: Quick adjustments, cost-effective professional editing
- Docs Needed: Model path, exact cost, API parameters, capabilities
3. Step1X Edit
- Why: Simple, straightforward editing for quick modifications
- Cost: ~$0.03 (from enhancement proposal)
- Use Case: Quick edits, precise modifications
- Docs Needed: Model path, exact cost, API parameters
Priority 2: Premium Quality Models
4. FLUX Kontext Pro
- Why: Improved prompt adherence, typography generation
- Cost: ~$0.04 (from enhancement proposal)
- Use Case: Typography-heavy edits, consistent results
- Docs Needed: Model path, exact cost, typography capabilities, API params
5. FLUX Kontext Max
- Why: Premium quality, high-fidelity transformations
- Cost: ~$0.08 (from enhancement proposal)
- Use Case: Professional retouching, style transformations
- Docs Needed: Model path, exact cost, quality tiers, API params
6. FLUX Kontext Pro Multi
- Why: Multi-image editing with FLUX quality
- Cost: ~$0.04-0.08 (estimated)
- Use Case: Batch editing with consistent style
- Docs Needed: Model path, cost, multi-image support, API params
Priority 3: Specialized Models
7. SeedEdit V3 (Bytedance)
- Why: Prompt-guided editing, identity preservation
- Cost: ~$0.027 (from enhancement proposal)
- Use Case: Portrait edits, e-commerce variants
- Docs Needed: Model path, exact cost, identity preservation features
8. HiDream E1 Full
- Why: Identity-preserving edits, wardrobe/accessory changes
- Cost: ~$0.024 (from enhancement proposal)
- Use Case: Fashion edits, character consistency
- Docs Needed: Model path, exact cost, identity preservation features
9. Ideogram Character
- Why: Character consistency, outfit/appearance changes
- Cost: ~$0.10-0.20 (from enhancement proposal)
- Use Case: Character-focused editing, consistent character work
- Docs Needed: Model path, exact cost, character consistency features
Priority 4: Advanced/Specialized
10. OpenAI GPT Image 1
- Why: Quality tiers, mask support, style transfers
- Cost: ~$0.011-$0.250 (varies by tier)
- Use Case: Style transfers, creative transformations
- Docs Needed: Model path, cost tiers, quality options, API params
11. Z-Image Turbo Inpaint
- Why: Fast inpainting, specialized for object removal
- Cost: Unknown (need docs)
- Use Case: Quick object removal, inpainting
- Docs Needed: Model path, cost, speed, capabilities
12. Image Zoom-Out
- Why: Specialized outpainting/zoom-out functionality
- Cost: Unknown (need docs)
- Use Case: Extending images, outpainting
- Docs Needed: Model path, cost, zoom-out capabilities
📊 Model Comparison Matrix
| Model | Cost | Tier | Max Res | Multi-Image | Special Features |
|---|---|---|---|---|---|
| Qwen Edit Plus ✅ | $0.02 | Budget | 1536×1536 | ✅ (3) | ControlNet, Bilingual |
| Nano Banana Pro ✅ | $0.15-0.18 | Premium | 8192×8192 | ✅ (14) | 4K/8K, Multilingual |
| Seedream V4.5 ✅ | $0.04 | Mid | 4096×4096 | ✅ (10) | Reference-faithful |
| Qwen Edit | ~$0.02 | Budget | ? | ❓ | Basic editing |
| WAN 2.5 Edit | ~$0.035 | Mid | ? | ❓ | Structure-preserving |
| Step1X Edit | ~$0.03 | Budget | ? | ❓ | Simple, precise |
| FLUX Kontext Pro | ~$0.04 | Mid | ? | ❓ | Typography |
| FLUX Kontext Max | ~$0.08 | Premium | ? | ❓ | High-fidelity |
| SeedEdit V3 | ~$0.027 | Mid | ? | ❓ | Identity preservation |
| HiDream E1 | ~$0.024 | Mid | ? | ❓ | Identity preservation |
| Ideogram Character | ~$0.10-0.20 | Premium | ? | ❓ | Character consistency |
🎯 Recommended Integration Order
Phase 1: Complete Budget Tier (Next 2-3 models)
- Qwen Image Edit (basic) - Complete Qwen family
- Step1X Edit - Simple, cost-effective option
- WAN 2.5 Edit - Good mid-tier option
Result: 6 models total, covering budget to mid-tier
Phase 2: Add Premium Options (Next 2-3 models)
- FLUX Kontext Pro - Typography focus
- FLUX Kontext Max - Premium quality
- SeedEdit V3 - Identity preservation
Result: 9 models total, covering all tiers
Phase 3: Specialized Models (Remaining)
- HiDream E1 Full - Fashion/character
- Ideogram Character - Character consistency
- FLUX Kontext Pro Multi - Multi-image FLUX
- OpenAI GPT Image 1 - Quality tiers
- Z-Image Turbo Inpaint - Fast inpainting
- Image Zoom-Out - Specialized outpainting
Result: 14 models total, comprehensive coverage
📋 Documentation Requirements
For each model, please provide:
-
Model Information:
- Model ID (e.g., "qwen-edit")
- Model path/endpoint (e.g., "wavespeed-ai/qwen-image/edit")
- Display name
-
Pricing:
- Cost per edit (exact amount)
- Any tiered pricing (e.g., 4K vs 8K)
-
Technical Specs:
- Max resolution (width × height)
- Supported operations/capabilities
- Multi-image support (max number)
-
API Parameters:
- Required parameters
- Optional parameters
- Parameter format (size vs aspect_ratio/resolution)
- Special parameters (e.g., seed, guidance_scale)
-
Special Features:
- Identity preservation
- Typography support
- ControlNet support
- Multi-language support
- Character consistency
💡 Quick Wins
If you want to prioritize based on user value:
- Qwen Image Edit (basic) - Complete the Qwen family, budget option
- WAN 2.5 Edit - Good balance, structure-preserving
- FLUX Kontext Pro - Typography is a unique feature
- SeedEdit V3 - Identity preservation is valuable for portraits
These 4 models would give us 7 total, covering:
- Budget tier: Qwen Edit, Qwen Edit Plus, Step1X
- Mid tier: Seedream V4.5, WAN 2.5, FLUX Kontext Pro
- Premium tier: Nano Banana Pro, SeedEdit V3
Ready to integrate once documentation is provided