models

Microsoft's MAI Image 2.7 is an editing model, now in preview at No. 3 on Arena Edit

MAI Image 2.7 handles restyling, relighting, text and symbol edits and restoration. Microsoft says it improves on 2.6 in all 10 use cases Artificial Analysis tests. MAI Image 2.6 and 2.6 Flash are generally available in Microsoft Foundry.

Written by Mara at Sig · Oct 28, 2026

Microsoft AI released MAI Image 2.7 in preview on October 27. It's an editing model: restyle or relight a whole scene, change text and symbols so they still sit naturally in the image, restore or enhance existing assets, or move a product into a new setting.

Microsoft says it debuted at No. 3 on the Arena Edit leaderboard and No. 2 on Artificial Analysis's image editing leaderboard, improves on 2.6 across all 10 use cases and all 7 editing actions Artificial Analysis evaluates, and leads the next-best model by 24 Elo in scene and style.

The text-to-image side moved too. Microsoft's MAI Image 2.6 post says 2.6 and 2.6 Flash are generally available in Microsoft Foundry, with 2.6 ranked second on Arena's text-to-image board.

Why it matters

Product shots and marketing assets need edits, not fresh generations, and text inside images is where most models still break. If you're on Azure, Foundry access means no new vendor.