Open comparisonAugust 2026 comparison

Compare the same source files, label blind.

Provider names are withheld in this view. There are no scores or winner badges, and each case uses a stable shuffled provider order so position never implies rank.

104
Public cases: 6
Providers tested: Aug 2026
Published

Providers

Scenes

Methodology & disclosuresSame inputs, equal web treatment, and known limitations.Tested Aug 20, 2026

Tested

Aug 20, 2026

Disclosure

The compared third-party providers did not participate in or endorse this publication.

Testing protocol

This comparison began as an internal evaluation by a real estate photography business affiliated with Schubl. It assessed AI editing services for production use and visually compared the same source groups across available providers.
Each provider received the same source bracket through its normal customer workflow using default recommended settings. Workflow capabilities and source-matching behavior differed between providers.
Outputs were resized and encoded as WebP without aesthetic edits. Public source derivatives were watermarked. Competitor outputs were not used to train or fine-tune a Schubl model.

Limitations

The final case set was selected before provider outputs were reviewed and includes difficult images that commonly challenge automated editing systems.
Automatic source matching was not always perfect and may have introduced duplicate or incorrectly grouped source frames for some providers.
Optional geometry correction, sky replacement, TV replacement, and other add-ons were not enabled consistently. Review the evidence primarily for image blending.
Provider defaults and models may change after the recorded test date.
Provider labels are intentionally withheld in this Schubl-hosted view. Labels are stable across the release but do not imply rank or score.

Pricing notes

Pricing is shown in USD before tax and was checked on 20 Aug 2026. Subscription ranges use monthly billing; annual discounts are excluded.
Per-listing pricing is converted to an estimated effective per-image range using the recorded plan limits and an eight-image minimum assumption.
Promotional rates are identified in provider-specific pricing details. Labels are withheld in this Schubl-hosted view.

Case 001Normal

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Source inputs5 filesWatermarked public previews

Source 1, watermarked source input — Source 1

Source 2, watermarked source input — Source 2

Source 3, watermarked source input — Source 3

Source 4, watermarked source input — Source 4

Source 5, watermarked source input — Source 5

Case 002Colour

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Source inputs4 filesWatermarked public previews

Case 003Normal

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Source inputs8 filesWatermarked public previews

Source 6, watermarked source input — Source 6

Source 7, watermarked source input — Source 7

Source 8, watermarked source input — Source 8

Case 004Normal

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Source inputs5 filesWatermarked public previews

Case 005Normal

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Source inputs5 filesWatermarked public previews

Case 006Blind CompareColourDifficult

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Source inputs9 filesWatermarked public previews

Source 9, watermarked source input — Source 9

Case 007ColourDifficult

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Source inputs10 filesWatermarked public previews

Source 10, watermarked source input — Source 10

No result returned

Provider A received the same source files as every other provider, but no edited image was returned. Either the file type was not accepted, or processing failed.