Clarifai Visual Search vs Cloudinary
Clarifai Visual Search
clarifai.comCloudinary
cloudinary.comSide by side
| Figure | Clarifai Visual Search | Cloudinary |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 1 | 4 |
| Spec score · AI Reverse Image Search Tools | 8.3 (#6) | 8.9 (#2) |
| API access | Clarifai’s API supports programmatic vector search using AI-generated embeddings, including similarity searches and metadata filters. | Yes |
| Compliance | Clarifai says its platform is backed by SOC 2 Type 2 compliance and directs customers to its Trust Center for compliance documentation. | Cloudinary’s Trust page identifies SOC 2 Type II certification and GDPR controls. |
| Founded | 2013 | 2012 |
| Integrations | Clarifai lists integrations including LangChain, LlamaIndex, Databricks, Unstructured.io, CrewAI, and Vercel. | The integrations directory lists connections including Contentful, AWS, Google Cloud, Shopify, Figma, WordPress, and Zapier. |
| Security | Clarifai states that it is SOC 2 Type 2 compliant and treats customer data as private and confidential by default. | Cloudinary says it supports access controls, single sign-on, multi-factor authentication, and least-privilege access, and conducts third-party penetration tests at least annually. |
| Support | Clarifai directs users to [email protected] for support. | The Free plan includes support through forums, tickets, and email, while Plus lists expedited support. |
Plans
Clarifai Visual Search
- Scalable self-service pricingPriced on request
Cloudinary
- FreeFree
- PlusPrice not published
- Advanced$224 a month
- EnterprisePriced on request
In their own words
Clarifai Visual Search
Clarifai Visual Search lets people locate people, places, objects, topics, and products in images and videos without describing them with words. In ecommerce, shoppers can submit a photo to find similar products, identify purchasable items within rooms or outfits, and receive alternatives when an item is unavailable. Search can rank whole images by visual similarity or use detected regions for localized searches. The API supports semantic similarity retrieval, AI-generated vector embeddings, metadata filters, and combined conditions. One object-search workflow accepts SVG, PNG, JPG, or GIF files up to 800 by 400 pixels. Deployment is available through API, web, or self-hosted arrangements, including shared or dedicated cloud, a customer VPC, on-premise, and edge environments. Clarifai lists object detection, image classification, face recognition, OCR, and custom models. It also lists integrations such as LangChain, LlamaIndex, Databricks, Unstructured.io, CrewAI, and Vercel. Clarifai says customer data is private by default, is not used for training unless shared with the Community, and is covered by SOC 2 Type 2 compliance.
Cloudinary
Cloudinary is a media platform for managing images and video through APIs, from ingestion and storage to moderation, search, transformation and delivery. It also supports workflow automation and digital asset management through Cloudinary Assets, which uses AI agents to organize, find and moderate assets. Listed media tools include image and video transformations, video transcoding, adaptive streaming, CDN delivery, smart crop, intelligent optimization, AI vision, generative fill and restore, background replacement and image generation.
The Free plan is billed forever at free and includes three users, one account and 25 monthly credits. It also includes an upload widget, API, search and MCP server access. The stated limits are 20 MB per file and 225 GB of bandwidth. Plus is listed at $89 per month (yearly) or $99 per month (monthly); Advanced is $224 per month (yearly) or $249 per month (monthly). Enterprise pricing is custom. Platforms are API, extension and web.