Vision Capabilities Comparison

Not all chat models handle image analysis the same way. Magicdoor supports vision on most chat models, but the best choice depends on whether you care most about speed, cost, long-document handling, or deeper analysis.

Good starting options for vision tasks

• Claude Sonnet 4.6: strong general-purpose image analysis
• GPT-5.5: strong general-purpose image analysis with OpenAI workflow
• GPT-5.4 Mini: lower-cost option for simpler image tasks
• Gemini 3.1 Pro: useful for more document-heavy or multimodal work
• Gemini 3 Flash: fast, lower-cost image understanding
• Claude Opus 4.8: premium option for harder visual analysis
• Grok 4.3: another current vision-capable option in the lineup

Perplexity models and GLM-5.1 are usually not the first choice for image analysis workflows.

Practical guidance by task

Document analysis and OCR

Start with Gemini 3.1 Pro or Claude Sonnet 4.6 when you need to read documents, screenshots, or structured layouts.

General photo analysis

Start with GPT-5.5 or Claude Sonnet 4.6 for everyday images, object identification, and scene understanding.

Fast low-cost checks

Use Gemini 3 Flash or GPT-5.4 Mini when the task is simple and you want to keep costs down.

Higher-stakes interpretation

Use Claude Opus 4.8 when the image is complex and you want the most careful reasoning in the current lineup.

Cost-aware workflow

1. Start with Gemini 3 Flash or GPT-5.4 Mini for the first pass.
2. If the task needs more depth, switch to Claude Sonnet 4.6, GPT-5.5, or Gemini 3.1 Pro.
3. Escalate to Claude Opus 4.8 only when the quality difference is worth the extra cost.

That is the main advantage of Magicdoor's multi-model setup: you do not have to guess one perfect model up front.