Cloud · alternatives
Alternatives to Anyscale
22 cloud tools sit alongside Anyscale in this directory. Below is what separates each from Anyscale on the figures we hold, price, model, tier count and rating, and a direct comparison for every one.
- Alternatives listed
- 22
- With a free tier
- 19
- Cheaper to start
- 0
- Anyscale starts at
- Free, then $0.0135/month
Why people look past Anyscale
Nothing on the record flags a reason to move. Anyscale has a free tier, and starts at $0.0135/month against a category median of $0.33/month. People still switch over fit and workflow, and those are not things a catalogue entry can measure, which is what the comparisons below are for.
What each alternative does differently
Ordered by the aggregated rating on each catalogue entry. Differences are drawn from price, pricing model, tier count and rating, the fields the category listing carries. For a feature-level difference, follow the head-to-head link on each card: those pages read both full records.
Fast inference and fine-tuning platform for open and custom AI models
- Starts $0.05650000000000001 a month dearer, at $0.07/month.
- 3 tiers to Anyscale's 2.
Low-cost cloud API for running open-source AI models
- No free tier, where Anyscale has one.
- Starts $0.0665 a month dearer, at $0.08/month.
Open source distributed block storage for Kubernetes, incubating at the CNCF
- Sold on a Open source, no licence fee model rather than usage-based.
- 1 tier to Anyscale's 2.
Kubernetes operator that deploys and manages Ceph storage clusters
- Sold on a Open source, no licence fee model rather than usage-based.
- 1 tier to Anyscale's 2.
Open source container-attached storage for Kubernetes
- Sold on a Open source, no licence fee model rather than usage-based.
- 1 tier to Anyscale's 2.
Free self-hosted platform built on Docker Swarm with a dashboard and automatic certificates
- Sold on a Open source, no licence fee model rather than usage-based.
- 1 tier to Anyscale's 2.
Every Anyscale alternative at a glance
A dash means the catalogue entry carries no figure, not that the answer is nothing.
| Tool | Entry price | Model | Tiers | Head to head |
|---|---|---|---|---|
| Anyscale (this page) | Free, then $0.0135/month | Usage-based | 2 | |
| Fireworks AIBoth provide infrastructure for training and deploying large AI models at scale. | Free, then $0.07/month | Usage-based | 3 | vs Anyscale |
| DeepInfraBoth offer usage-based compute for AI workloads, though DeepInfra focuses on hosted model inference. | $0.08/month | Usage-based | 2 | vs Anyscale |
| Longhorn | Free | Open source, no licence fee | 1 | vs Anyscale |
| Rook | Free | Open source, no licence fee | 1 | vs Anyscale |
| OpenEBS | Free | Open source, no licence fee | 1 | vs Anyscale |
| CapRover | Free | Open source, no licence fee | 1 | vs Anyscale |
| Infracost | Free, then $250/month | Free open source tool, then per month by run volume | 4 | vs Anyscale |
| Dokku | Free | Open source, no licence fee | 2 | vs Anyscale |
| Coolify | Free, then $5/month | Open source, no licence fee | 2 | vs Anyscale |
| Zipkin | Free | Open source, no licence fee | 1 | vs Anyscale |
| HAProxy | Free | Open source, no licence fee | 1 | vs Anyscale |
| Thanos | Free | Open source, no licence fee | 1 | vs Anyscale |
| Flux | Free | Open source, no licence fee | 1 | vs Anyscale |
| Kustomize | Free | Open source, no licence fee | 1 | vs Anyscale |
| Rancher | Free | Open source, no licence fee | 1 | vs Anyscale |
| VictoriaMetrics | Free | Open source, no licence fee | 1 | vs Anyscale |
| Caddy | Free | Open source, no licence fee | 1 | vs Anyscale |
| Cilium | Free | Open source, no licence fee | 1 | vs Anyscale |
| Jaeger | Free | Open source, no licence fee | 1 | vs Anyscale |
| Linkerd | Free | Open source, no licence fee | 1 | vs Anyscale |
| Portworx | $0.33/node hour | Per node hour | 2 | vs Anyscale |
| Qovery | On request | Quote | 3 | vs Anyscale |
Ratings are aggregated from third-party sources and imported with each catalogue entry; Softwr hosts no reviews of these products. How each figure is used is set out on the Anyscale badges page.
Cheaper ways to solve the same problem
What you would be giving up
Anyscale is most often brought in for training large models on distributed gpu clusters, running batch inference and embedding jobs, preparing multimodal datasets at scale, post-training llms with reinforcement learning frameworks. Anything replacing it has to cover the ones you actually depend on, and a cheaper tool that misses one of them is not cheaper.
Two things this page cannot settle. It compares on price, model, tier count and rating, because those are the fields the category listing carries, feature-level differences need both full records, which is what the head-to-head pages load. And the ratings are third-party aggregates imported with each entry rather than reviews written here, so a 0.2 difference between two tools is noise rather than a finding.
If Anyscale is broadly right and the question is cost, the Anyscale pricing breakdown covers every tier and what each one adds. If you want the whole field rather than a shortlist, the Cloud category lists everything the directory holds, and best cloud tools ranks them.
Anyscale runs on web, api. Platform coverage is not carried on the category listing for the alternatives, so it is one more thing to check on each head-to-head page rather than here.
Questions about Anyscale alternatives
- What are the main alternatives to Anyscale?
- 22 other cloud tools are listed in this directory, led by Fireworks AI, DeepInfra, Longhorn, Rook. They are ordered by the aggregated rating on each catalogue entry, not by any Softwr ranking.
- What is the best free alternative to Anyscale?
- 19 of the alternatives listed here can be used without paying: Fireworks AI, Longhorn, Rook, OpenEBS, CapRover.
- Is there a reason to switch away from Anyscale?
- Nothing in the data flags one. Anyscale has a free tier, and starts at $0.0135/month against a category median of $0.33/month. Fit and workflow are the usual reasons to move, and those are not things this record can measure.
- What would I give up by switching from Anyscale?
- Anyscale is most often brought in for training large models on distributed gpu clusters, running batch inference and embedding jobs, preparing multimodal datasets at scale, post-training llms with reinforcement learning frameworks. Anything you replace it with has to cover the ones you actually rely on, the side-by-side comparisons linked from each alternative below put the two feature records against each other.
- Is there an open-source alternative to Anyscale?
- None of the cloud tools listed here are recorded as open source. That is what the licence field on each entry says, and the field is not always filled in, so it is worth checking directly for any tool you are serious about.
- How were these Anyscale alternatives chosen?
- They are the tools filed in the same category, Cloud, ordered by the aggregated rating on each entry. There is no editorial shortlist, and nothing on this page is paid: no sponsored placement runs on alternatives pages and the order cannot be bought. Softwr has not used these products.
- Where can I compare Anyscale against one of these directly?
- Every alternative below has a side-by-side page against Anyscale covering price, platforms, features and what each one is used for. Those pages read the full record for both products rather than the summary shown here.
- Does this list cover every cloud tool?
- No. It covers what this directory holds in the Cloud category, 22 tools beside Anyscale. The category page lists the rest of the catalogue as it grows.