Is Cloudinary or etcd better?

Neither clearly leads. Cloudinary starts at Free and etcd at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, Cloudinary or etcd?

Cloudinary has a free tier; the other does not. Paid plans start at Free for Cloudinary and On request for etcd.

Does Cloudinary or etcd run on more platforms?

Both run on Web, so platform support will not decide this one for you.

Can I use Cloudinary for free?

Yes. Cloudinary has a free tier, so you can try it without paying. etcd starts at On request.

What is Cloudinary best used for?

Cloudinary is most often used for automating image transformations and delivery across multiple devices, generating ai-powered image captions and alternative text at scale, transcoding and optimizing video with automatic subtitle generation, building workflow automation for content teams without coding. Of those, automating image transformations and delivery across multiple devices and generating ai-powered image captions and alternative text at scale are not what etcd is typically brought in for.

What can Cloudinary do that etcd cannot?

etcd covers Raft consensus, Linearizable reads, Transactions, Leases.

Databases · head to head

Cloudinary vs etcd

Cloudinary

Databases

Image and video API for developers

From: Free
Free plan: Yes

Visit Cloudinary Full review

etcd

Databases

A distributed key-value store using Raft consensus, built for cluster coordination rather than application data.

From: On request
Free plan: No

Visit etcd Full review

The short version

Cloudinary starts at $99/mo; etcd prices on request.
Where Cloudinary falls short: free plan includes only 25 monthly credits and is limited to 3 users and 1 account.
Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Cloudinary and etcd actually diverge.

Attributes where Cloudinary and etcd differ
Attribute	Cloudinary	etcd
Starting price	Free	On request
Pricing model	Freemium	Open-source
Free tier	Yes	No

Identical on both: platforms (Web), category (Databases).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Cloudinary

Nothing recorded that etcd does not also cover.

Only in etcd

Raft consensus
Linearizable reads
Transactions
Leases
Watches
MVCC revision history
Role-based access control
Snapshot backup and restore

What people use each for

The jobs each tool is most often brought in to do.

Cloudinary

Automating image transformations and delivery across multiple devicesnot etcd
Generating AI-powered image captions and alternative text at scalenot etcd
Transcoding and optimizing video with automatic subtitle generationnot etcd
Building workflow automation for content teams without codingnot etcd

etcd

Storing Kubernetes cluster state, which is what the overwhelming majority of etcd deployments are doingnot Cloudinary
Leader election and distributed locking in a home-grown scheduler or control plane, using leases and transactionsnot Cloudinary
Service discovery and dynamic configuration where readers need to be notified of changes rather than poll for themnot Cloudinary
Coordinating failover in a clustered database, as Patroni does for PostgreSQLnot Cloudinary

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Cloudinary

Free plan includes only 25 monthly credits and is limited to 3 users and 1 account
Enterprise plan pricing is custom; rates not published
Monthly billing is more expensive than annual; yearly plan is $89/month for Plus ($224/month for Advanced)

etcd

It is sized for coordination data, not application data: the default backend quota is 2 GB and 8 GB is the documented recommended maximum, and exceeding it puts the cluster into a NOSPACE alarm where it accepts no writes until an operator compacts, defragments and clears the alarm by hand
Every write is replicated and fsynced before acknowledgement, so cluster performance is bounded by the slowest disk in it; a member on network-attached storage with high fsync latency causes leader elections and cluster-wide latency spikes that look like network problems and are not
Adding members increases availability but reduces write throughput, because each write must reach a larger quorum; you run three or five members for fault tolerance, and increasing capacity means faster hardware rather than more nodes
There is no sharding and no multi-tenancy, so isolating workloads means running separate clusters, each with its own quorum, certificates, backup schedule and upgrade path, and that operational multiplication is often unexpected
Running it yourself is a real job: periodic compaction and defragmentation, snapshot backups you have actually rehearsed restoring, and rotation of both peer and client TLS certificates, none of which happens automatically outside a managed Kubernetes service
Losing quorum is not self-healing; recovering a cluster that has lost a majority means restoring from a snapshot and accepting that everything written since that snapshot is gone, which makes backup frequency a data-loss budget decision rather than a routine setting

Pricing, plan by plan

Cloudinary

Free

FreeFree
- Upload widget
- API
- Search
Plus$99/mo
- All Free features
- S3 bucket backup
- Auto-tagging search
Advanced$249/mo
- All Plus features
- Custom domain (CNAME)
- Optional HTTPS SSL
EnterpriseOn request
- Multi-CDN infrastructure
- Enterprise SLAs
- Designated success manager

etcd

On request

No published plan breakdown. See the etcd review.

Which should you pick?

Choose Cloudinary if

You want to start without paying.

Cloudinary review

Choose etcd if

You need raft consensus.
You also want linearizable reads.

etcd review

Questions people ask

Is Cloudinary or etcd better?: Neither clearly leads. Cloudinary starts at Free and etcd at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cloudinary or etcd?: Cloudinary has a free tier; the other does not. Paid plans start at Free for Cloudinary and On request for etcd.
Does Cloudinary or etcd run on more platforms?: Both run on Web, so platform support will not decide this one for you.
Can I use Cloudinary for free?: Yes. Cloudinary has a free tier, so you can try it without paying. etcd starts at On request.
What is Cloudinary best used for?: Cloudinary is most often used for automating image transformations and delivery across multiple devices, generating ai-powered image captions and alternative text at scale, transcoding and optimizing video with automatic subtitle generation, building workflow automation for content teams without coding. Of those, automating image transformations and delivery across multiple devices and generating ai-powered image captions and alternative text at scale are not what etcd is typically brought in for.
What can Cloudinary do that etcd cannot?: etcd covers Raft consensus, Linearizable reads, Transactions, Leases.

Answered from the vendors’ own pages

Cloudinary: What are included in Cloudinary's free plan?

Cloudinary's free plan includes upload widget, API access, search, remote fetch, auto-backup, revision tracking, image and video transformations, video transcoding, and CDN delivery. The free plan includes 25 monthly credits, 3 users, and 1 account with community support.

Source

etcd: Can I use etcd as an application database?

No. It is designed for metadata and coordination, with a recommended maximum store size of around 8 GB, no sharding and a write path deliberately optimised for durability rather than throughput. Application data belongs in a database built for it.

Cloudinary: How does Cloudinary's credit system work?

Cloudinary credits measure usage: one credit equals 1,000 transformations, or 1 GB managed storage, or 1 GB image bandwidth, or 2 GB video bandwidth. The free plan grants 25 credits per month, Plus plan 225 monthly credits, and Advanced plan 600 monthly credits.

Source

etcd: How many members should a cluster have?

Three for most cases, five where you need to survive two simultaneous failures. Always an odd number, because an even-sized cluster gains no additional fault tolerance while making quorum harder to reach.

Cloudinary: What is the difference between Cloudinary Plus and Advanced plans?

Plus plan costs $99/month (or $89/month annually) and includes S3 backup, auto-tagging, and expedited support for up to 3 users across 2 accounts with 225 credits. Advanced is $249/month ($224/month annually), adds custom domain (CNAME) and SSL options for 5 users across 3 accounts with 600 credits.

Source

etcd: What happens when the store fills up?

The cluster raises a NOSPACE alarm and stops accepting writes, becoming effectively read-only. Recovery requires compacting old revisions, defragmenting each member and then explicitly disarming the alarm, all done by an operator.

Cloudinary: Does Cloudinary offer annual billing discounts?

Yes. Cloudinary's annual billing provides discounts: Plus plan is $89/month when billed yearly (versus $99/month monthly), and Advanced plan is $224/month when billed yearly (versus $249/month monthly).

Source

etcd: Why is my etcd cluster slow or unstable?

Almost always disk latency. Because every write is fsynced before acknowledgement, slow or shared storage causes heartbeat timeouts, leader elections and cascading latency. Local SSDs with low fsync latency are effectively a requirement.

etcd: How does it compare with Consul or ZooKeeper?

All three provide consensus-backed coordination. etcd has the simplest data model and the Kubernetes ecosystem behind it; Consul bundles service discovery, health checking and a service mesh; ZooKeeper is older, JVM-based and still common under Kafka and Hadoop-era systems.

Cloudinary vs etcd

Cloudinary

etcd

The short version

Where they differ

What each one covers

Only in Cloudinary

Only in etcd

What people use each for

Cloudinary

etcd

Where each one falls short

Cloudinary

etcd

Pricing, plan by plan

Cloudinary

etcd

Which should you pick?

Choose Cloudinary if

Choose etcd if

Questions people ask

Answered from the vendors’ own pages

Related pages

More on Cloudinary

More on etcd

Keep looking

Other head to heads