Cloudinary 
Cloudinary is an AI-native image and video API platform for uploading, storing, transforming, optimizing, moderating and delivering media through a global CDN. Teams should upload only authorized assets, protect credentials and private media, configure signed delivery and access controls, verify transformations and moderation, monitor usage and costs, test accessibility and retain human media and security governance.
Starting price Free + from $89/mo
Tool Information
Cloudinary is an AI-native image and video API platform for uploading, storing, transforming, optimizing, moderating and delivering media through a global CDN. Teams should upload only authorized assets, protect credentials and private media, configure signed delivery and access controls, verify transformations and moderation, monitor usage and costs, test accessibility and retain human media and security governance.
Use authorized, minimal inputs and grant integrations the least access required. Configure privacy, retention, sharing, quality, accessibility, disclosure, export, governance, moderation and spending controls. Test representative cases, verify generated facts, calculations, citations, customer messages, code, trades and financial details, preserve originals and version history, and retain accountable human approval before publication, outreach, deployment or operational action.
A no-card free plan includes monthly credits and paid access starts from approximately $89 per month. Users, credits, transformations, storage, bandwidth, add-ons, subscription period, renewal and taxes vary.
AI output can be inaccurate, biased, derivative, insecure, incomplete or misleading. Review consent, copyright, financial risk, training and retention terms, renewals, refunds, platform rules and applicable law. Medical, education, finance, investment, compliance, marketing, travel and customer-facing workflows require qualified human review.
F.A.Q (4)
Pros and Cons
Pros
- Manages image and video upload; storage; transformation; optimization; and delivery
- Provides APIs; SDKs; an upload widget; and a web media library
- Delivers assets through a global CDN
- Automatically selects efficient formats; quality; and resolution
- Supports video transcoding and adaptive streaming
- Provides smart image and video cropping
- Includes AI-based tagging; search; captions; and metadata enrichment
- Offers generative fill; remove; replace; recolor; restore; enhance; and upscale
- Can generate images through leading AI models using one API
- Provides background removal and automatic enhancement
- Supports subtitle creation and translation
- Includes auto-moderation capabilities
- Keeps revisions and can fetch or back up remote assets
- Free plan requires no credit card and provides 25 monthly credits
- Plus provides 225 credits for 99 dollars monthly or 89 dollars with annual billing
- Advanced provides 600 credits for 249 dollars monthly or 224 dollars annually
- Enterprise adds SSO; provisioning; SLAs; multi-CDN; and enhanced support
- Provides MCP servers and agent-oriented media tooling
Cons
- Credits combine transformations; storage; bandwidth; and video processing; making bills harder to forecast
- In practice several resource categories consume credits during the same month
- One credit represents different quantities depending on the resource
- Plus and Advanced are expensive for small or low-traffic projects
- Pro PAYG can charge overages beyond the fixed subscription
- Enterprise pricing requires sales negotiation
- Free plan limits images to 10 MB and videos to 100 MB
- Generated transformations can multiply storage and processing usage
- AI edits can invent content; remove relevant objects; or change product truthfulness
- Smart crops can cut out important context or accessibility information
- Automatic moderation can create false positives and false negatives
- Auto-tags and captions can be inaccurate; biased; or offensive
- Generative features create copyright; trademark; and likeness risks
- Customers remain responsible for consent and rights in uploaded media
- Public delivery URLs and unsigned transformations can expose assets when configured poorly
- API keys; upload presets; and transformation permissions require careful security controls
- CDN and transformation dependency creates migration and vendor-lock-in work
- Soft-limit notices do not replace proactive usage alerts and budget monitoring
- Image optimization can visibly degrade quality if configured too aggressively
- AI upscaling creates plausible detail rather than recovering original evidence
- Video processing can consume credits quickly at HD resolution
- Add-ons may have separate prices; providers; and data-processing terms
- Media libraries commonly contain personal or confidential content requiring retention controls
- Global delivery and processing require data-residency review
- Complex URL transformations can become difficult to govern across a large codebase
- AI-generated production assets still need brand; legal; factual; and visual review
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Before you subscribe
- Check the currency, billing period, automatic renewal, usage limits and seats at checkout — prices and promotions change.
- App-store pricing can differ from website pricing by country, device and tax.
- Share only authorised data, and read the provider's encryption, retention and model-training terms first.
- AI output can be incomplete or wrong. Verify facts, citations, calculations and code before you publish or ship.
- Commercial usage rights vary by plan, provider terms and jurisdiction.
- None of these tools replaces a qualified professional for medical, legal or financial decisions.
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