Best Practices for Multi-Model Workflows

Best Practices for Multi-Model Workflows

Magicdoor.ai lets you switch between multiple providers inside one product. The useful part is not simply having more models. It is being able to use the right model for each step of a task while keeping context in one place.

Current chat lineup

Magicdoor currently supports 14 chat models across 5 providers. Use the models page for the full live lineup. Useful current categories include:

• Lower-cost exploration: GLM-5.3 Flash, GPT-6 Luna, MiniMax M3, or DeepSeek V4 Flash 0731
• Writing and analysis: Claude Sonnet 5 or GPT-6 Sol
• Premium reasoning: Claude Opus 5.5 or Claude Fable 5.1
• Multimodal work: Gemini 3.7 Flash, Grok 4.7, or Qwen3.8 Max
• Long-horizon coding and reasoning: GLM-5.3 or Kimi K3

Match models to tasks

• Use Claude Sonnet 5 or GPT-6 Sol for writing, analysis, and general work.
• Use GLM-5.3 Flash, GPT-6 Luna, or MiniMax M3 when speed or cost matters.
• Use a current search-capable model such as Gemini 3.7 Flash or GPT-6 Sol when you need current web information.
• Use Gemini 3.7 Flash or Qwen3.8 Max for multimodal work.
• Use Claude Opus 5.5 when you need a premium Anthropic option for a high-value step.
• Use GLM-5.3, DeepSeek V4 Flash 0731, MiniMax M3, or Kimi K3 when you want a Together AI option with a different cost/performance profile.

Switching between models

Switch models when the job changes:

• start with a lower-cost model for exploration
• move to a stronger model for polish
• switch to a search-capable model when you need current web information

Magicdoor keeps the conversation context, so you do not need to restate everything from scratch.

Example workflows

• Content creation: Use Gemini 3.7 Flash for source gathering, then switch to Claude Sonnet 5 for drafting.
• Research projects: Use GPT-6 Sol for search and structured analysis, then Claude Opus 5.5 for a premium synthesis pass when needed.
• Image generation: Ask Claude Sonnet 5 or GPT-6 Sol to help write prompts, then generate with Seedream 5 Pro, GPT Image 2.5 Flare, GPT Image 2.5 Sunburst, Flux 2 Pro, or another supported image model.

Further learning

Before building your own workflow, review the model selection guide to understand the current strengths and costs of each model.