FastPix vs Cloudinary
FastPix vs Cloudinary Video: image-first vs video-first
Cloudinary started as the deepest image-transformation platform and extended into video. FastPix is video-first: per-title encoding, multi-CDN delivery, In-Video AI bundled. The split is honest: if image is your majority workload, Cloudinary's unified bill and URL-transformation vocabulary fit. If video is your majority workload, per-transformation pricing penalizes you and FastPix per-minute is the more predictable shape. Pick your lane below.
TRUSTED BY PRODUCT TEAMS SHIPPING VIDEO AT SCALE
Which Cloudinary product are you on?
Pick your lane
Cloudinary serves three different buyers. Tap the lane that matches your team; the spec rows, pain-inventory, and 'when wins' cards below are tagged so you can read just the rows that apply.
Image-team buyer
Your platform is mostly images with some video as a secondary surface.
Cloudinary is the natural fit here. FastPix is video-first and may be over-spec'd for image-dominant workloads. See the 'image + video unified' row in the spec diff and the 'When Cloudinary wins' card.
Video-team buyer scaling up
Video is becoming a bigger share of your workload and Cloudinary's per-transformation pricing is starting to hurt.
FastPix is video-first: per-minute pricing predictable for video-heavy workloads, multi-CDN delivery, In-Video AI bundled, native mobile player SDKs. See the video-shape rows in the spec diff and the 'pricing shape for video-heavy workloads' row.
Mixed image+video developer
You're using Cloudinary's URL-transformation power for both image and video, and switching costs feel real.
Honest framing: Cloudinary's URL-transformation syntax is the deepest in the industry. If creative team relies on that transform vocabulary daily, switching is real work. FastPix supports playback parameters but the vocabulary is narrower. See the 'URL-based transformations' row in the spec diff.
Rosetta
What Cloudinary calls it / what FastPix calls it
If you searched for the Cloudinary term, here's the FastPix equivalent and why the difference matters.
| Cloudinary term | FastPix equivalent | Why the difference matters |
|---|---|---|
| Cloudinary Video | FastPix Video on Demand | Cloudinary started as an image platform and extended to video. FastPix is video-first. |
| Cloudinary Auto-encoding profiles | FastPix per-title encoding | Cloudinary profiles each video before encode. FastPix per-title encoding does the same; both adaptive. |
| Cloudinary URL-based transformations | FastPix URL-based playback parameters | Cloudinary's URL-based image/video transforms are a power feature. FastPix supports playback parameters on the URL too — verify transform-parity per use case. |
| Cloudinary CDN | FastPix multi-CDN | Cloudinary bundles delivery via Akamai/Fastly. FastPix routes multi-CDN per session. |
| Cloudinary AI Auto-Tagging | FastPix In-Video AI | Cloudinary AI tagging is per-asset; FastPix In-Video AI ships captions, dubbing, chapters, and moderation. |
| Cloudinary Player | FastPix Player | Both ship branded web players with ABR + analytics. |
| Cloudinary user-generated upload widget | FastPix Direct Upload SDK | Cloudinary has a drop-in upload widget. FastPix ships resumable upload SDKs (Web, Android, iOS). |
Spec diff
Side-by-side: what each side actually ships
Sourced from each platform's public documentation.
| Capability | FastPix | Cloudinary | Verdict |
|---|---|---|---|
| Product focus | |||
| Video-first vs image-first product focus | Video-first product; per-title encoding, multi-CDN, In-Video AI all tuned for video-heavy workloads | Image-first heritage; video added later. Image transformations are the core competency | FastPix wins (video) / Cloudinary wins (image) |
| Image + video unified platform | Video-focused; bring your image stack (or integrate) | Image + video in one platform with unified billing | Cloudinary wins (if image is 70%+ of media) |
| Core API surface | |||
| VOD encoding API | POST /v1/on-demand returns playback ID | Cloudinary upload API + transformation URL pattern | FastPix wins (video-shape) |
| Live streaming API | POST /v1/live-stream LL-HLS multi-CDN | Cloudinary Live (verify current availability + latency targets) | FastPix wins |
| Migration tooling | Cloudinary migration tool + status webhooks (see /docs/migration-resources/migrate-from-cloudinary) | No first-party migration-out tool | FastPix wins |
| Transforms, delivery & DRM | |||
| URL-based transformations (image/video transforms) | Playback parameters supported; narrower transformation vocabulary than Cloudinary | Top-tier URL transformation syntax; deepest in the industry | Cloudinary wins |
| Multi-CDN delivery | Built in, edge-routed per session (see /performance) | Akamai / Fastly bundled (verify multi-CDN config against current Cloudinary docs) | Tie |
| DRM (Widevine + FairPlay + PlayReady) | Bundled on playback ID | Available (verify package level) | Tie |
| Video Player SDK | Open-source Web + iOS + Android + Flutter + RN with framework adapters | Cloudinary Player (web-focused) | FastPix wins (native mobile) |
| Analytics & AI | |||
| Video QoE analytics product | First-party Video Data: 56 dimensions per session, 16 player surfaces | Cloudinary video analytics (verify dimension count) | FastPix wins (depth) |
| AI: auto-captions | Built-in via In-Video AI | Cloudinary AI add-on (verify caption depth + language coverage) | FastPix wins |
| AI: NER + summary + chapters | Built-in via In-Video AI | Not first-party Cloudinary; auto-tagging exists but for visual recognition | FastPix wins |
| AI: dubbing for multi-language | Built-in via In-Video AI | Not first-party | FastPix wins |
| AI: video moderation | Built-in via In-Video AI, threshold-tunable | Cloudinary moderation add-on (verify current package) | FastPix wins |
| Pricing, ops & lock-in | |||
| Pricing shape for video-heavy workloads | Per-minute usage; predictable for video workloads | Per-asset + per-transformation + per-bandwidth penalizes video-heavy workloads | FastPix wins (video) / Cloudinary wins (mixed) |
| Cloud Playout (24/7 linear FAST channels) | Built-in via Cloud Playout | Not a first-party Cloudinary product | FastPix wins |
| Resumable upload SDK | Web + iOS + Android + Flutter resumable SDKs | Cloudinary direct-upload widget (web-focused) | FastPix wins (mobile) |
| Webhooks | Built-in signed events, retry-with-backoff | Cloudinary notifications (verify event coverage + retry semantics) | Tie |
| Language / server SDKs | 7 server SDKs (Node, Python, Java, Go, Ruby, PHP, .NET) | Cloudinary SDKs (Node, Python, Ruby, PHP, .NET, Go, Java; verify current list) | Tie |
| Auto-thumbnails + timeline GIFs | Auto-generated per asset | Cloudinary URL-transform on-the-fly | Tie |
| Free trial / starter pathway | Free trial (up to 10 videos + 100K streaming min + AI samples) → Starter $10/mo with $25 monthly credit → pay-as-you-go. See /pricing. | Cloudinary free tier (image-focused; verify video quota) | FastPix wins (video) |
| Bundled In-Video AI pricing | Captions, NER, summary, chapters, moderation, dubbing at the same per-minute rate | AI add-ons priced separately + transformation pricing for video workloads | FastPix wins |
| Vendor lock-in for video assets | Open-source player + standard HLS/MP4; assets pull-from-URL ingestible | Video assets locked to Cloudinary URL-transform syntax; migration cost grows with library size | FastPix wins |
Pricing math
What this costs at a real workload
Workload
Video-heavy workload: 1,000,000 source minutes encoded + delivered 5,000,000 viewer-minutes/month + 12 months storage. Excludes image transformations.
Verdict
Structural difference: FastPix is video-first with per-minute pricing predictable for video workloads. Cloudinary started as image-first with per-transformation pricing that penalizes video as it scales. If image is the majority of your media work, Cloudinary's unified bill is the right call; if video is the majority, FastPix per-minute is the more predictable shape.
FastPix
Computed from scripts/pricing_facts.py (VOD Standard 1080p): storage ~$32,256 over 12 months + streaming ~$3,395/mo at 5M viewer-min. Encoding free on Standard.
Cloudinary
[PLACEHOLDER: source against cloudinary.com/pricing for video-specific charges. Cloudinary's pricing is per-asset + per-transformation + per-bandwidth and tends to penalize video-heavy workloads; verify the current rate sheet against the workload above before publish.]
FastPix cost computed from scripts/pricing_facts.py. Cloudinary cost is PLACEHOLDER pending sourcing against cloudinary.com/pricing for the specific video workload. See /pricing for the FastPix tier-by-tier rates.
When Cloudinary wins
When to pick Cloudinary instead
FastPix doesn't fit every workload. Here's when Cloudinary is the right call.
Image-first workload
Your platform is mostly images with some video.
URL-based transformation power
Your team relies on URL-shaped image/video transforms.
Existing Cloudinary contract
You're already on Cloudinary with creative-team workflows.
When FastPix wins
When to pick FastPix
Where FastPix specifically differs from Cloudinary for the Cloudinary-comparison buyer.
Video-first encode + deliver
Cloudinary started as image-first.
Per-minute pricing for video workloads
Cloudinary's per-transformation pricing penalizes video-heavy workloads.
In-Video AI deeper for video
Cloudinary AI is auto-tagging-focused.
Migration
How a migration from Cloudinary to FastPix looks
Five steps, in order. FastPix accepts public URLs at ingest, so Cloudinary can stay as the source bucket during migration.
Inventory
List your active assets and live streams on Cloudinary. FastPix accepts public URLs at ingest, so Cloudinary stays the source-of-truth bucket during migration.
Provision FastPix
Create an API key, sign up for the free trial (10 videos + 100K min + AI samples). Run one POST against /v1/on-demand to validate the pipe.
Re-ingest
POST each Cloudinary asset URL to FastPix /v1/on-demand. Webhooks fire on encoding-complete. Store the playback IDs against your existing asset records.
Swap players
Replace the Cloudinary player embed with the FastPix Player SDK (Web + iOS + Android + Flutter). Pass the new playback ID; signed URLs work the same shape.
Cut over
Flip your delivery DNS / app to the FastPix playback URLs. Run both in parallel for a week, monitor, then turn Cloudinary off.
FAQ
Common questions about FastPix vs Cloudinary
How do I migrate from Cloudinary to FastPix?
See the 5-step migration above. Asset re-ingest is the longest step; the rest is wiring. We have engineers who help directly during migration — talk to us.What is FastPix's pricing model vs Cloudinary?
Pricing is usage-based across encoding, storage, streaming, In-Video AI, and Cloud Playout. Free trial pathway, then $10/mo Starter with $25 monthly usage credit, or Enterprise from $2,500/mo.Does FastPix lock me in vs Cloudinary?
Open-source Player SDK. Standard playback formats (HLS, MP4). Webhooks on every event. Your source assets stay yours; you can keep them on S3/GCS and FastPix pulls.What about compliance vs Cloudinary?
SOC 2 Type II, ISO 27001, GDPR, CCPA. Security overview. FedRAMP / GovCloud workloads stay on AWS.