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