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Head-to-head · Visual Search Software

Pinterest Lens vs Cloudinary

  • Updated Sep 2026
  • Both researched from official sources
  • 2 checks side by side
Higher score Pinterest Lens #3 in Visual Search Software 7.7/10 Free plan Free plan✓ 0 of 4 features Visit Pinterest
Cloudinary #8 in Visual Search Software 6.5/10 Free plan · paid from $89/mo (annual) Free plan✓ 1 of 4 features Visit Cloudinary

Pinterest Lens leads on 0 checks, Cloudinary on 1, and 1 is even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scorePinterest Lens · 7.7/10
  • Free planboth
  • Most featuresCloudinary · 1 of 4

Pinterest Lens scores higher on our rubric for visual search software: 7.7 against 6.5 out of 10; our editors rank them #3 and #8.

Cloudinary offers search api; Pinterest Lens doesn't publish it.

Pinterest Lens is the better fit for visual discovery of shoppable ideas and similar items. Cloudinary is the better fit for teams managing and delivering image assets.

  • Pinterest Lens fits best

    Visual discovery of shoppable ideas and similar items

  • Cloudinary fits best

    Teams managing and delivering image assets

Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. It never changes our verdict. How we rank.

Side by side

Feature Pinterest Lens 7.7/10 Visit ↗ Cloudinary 6.5/10 Visit ↗
At a glance
Editor score 7.7 6.5
Ranking #3 in Visual Search Software #8 in Visual Search Software
Best for Visual discovery of shoppable ideas and similar items Teams managing and delivering image assets
Pricing model Free Free plan + paid
Starting price Not published $89/mo
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Mobile Cloud
Platforms Web, iOS, Android Web
Features Pinterest Lens 0/4 · Cloudinary 1/4
Image upload search Not published Not published
Visual similarity matching Not published Not published
Search API Not published ✓ (best)
Search analytics Not published Not published
Specs
Monthly query limit Not published Not published
Deployment Not published Not published
Our review
Pros
  • Search with a mobile camera or an uploaded image.
  • Select and zoom objects to find similar results and refine searches.
  • Supports idea discovery, including recipes and streetwear.
  • Searchable media library with folders, tags, and categories
  • Resize, crop, convert, and optimize images through dynamic URLs
  • Free plan includes an upload widget, API, search, and transformations
Cons
  • Shoppable results are available only where supported.
  • Availability may vary by device, region and Pin.
  • Pinterest documents it as a feature, not a separately priced product.
  • Focuses on media management and delivery, not visual product search
  • Plus and Advanced monthly credits are shared across usage types
  • Custom domain support starts with the Advanced plan
Our verdict

Pinterest Lens brings visual search into Pinterest, where people can use a mobile camera or upload an image to find related ideas. It suits shoppers and inspiration-seekers who start with an object, look, or scene rather than a text query.…

Read the review →

Cloudinary is a cloud platform for uploading, organizing, transforming, and delivering images and video. Its web-based media library includes folders, search, tags, and categories, while APIs and dynamic delivery URLs support teams…

Read the review →
  1. Pinterest LensVisual Search Software 7.7Free plan
  2. CloudinaryVisual Search Software 6.5Free plan · paid from $89/mo (annual)

Strengths and trade-offs

  • Pinterest Lens — where it wins

    • Search with a mobile camera or an uploaded image.
    • Select and zoom objects to find similar results and refine searches.
    • Supports idea discovery, including recipes and streetwear.

    Where it doesn't

    • Shoppable results are available only where supported.
    • Availability may vary by device, region and Pin.
    • Pinterest documents it as a feature, not a separately priced product.

  • Cloudinary — where it wins

    • Searchable media library with folders, tags, and categories
    • Resize, crop, convert, and optimize images through dynamic URLs
    • Free plan includes an upload widget, API, search, and transformations

    Where it doesn't

    • Focuses on media management and delivery, not visual product search
    • Plus and Advanced monthly credits are shared across usage types
    • Custom domain support starts with the Advanced plan
  • Pinterest Lens7.7/10 · Free plan

    A free Pinterest feature for finding ideas and similar items from images.

    Visit PinterestFull verdict →
  • Cloudinary6.5/10 · Free plan · paid from $89/mo (annual)

    A media library and delivery platform with search, tagging, and image transformations.

    Visit CloudinaryFull verdict →

More comparisons

All visual search software comparisons → · Full ranking →

Guides on visual search software

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Last updated · How we research and update