Cloud · head to head
Anyscale vs Infisical

Anyscale
Cloud
Platform for scaling AI and data workloads on Ray, built by Ray's creators
- From
- Free
- Rated
- -

Infisical
Cybersecurity
Security infrastructure for developers and AI agents
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Anyscale pricing for high-end H100/B200-class GPUs is not published and requires contacting sales.; Infisical free tier limited to 5 identities, suitable only for small teams or evaluation
- They diverge on capability: Anyscale covers Distributed model training, Infisical covers Secrets management.
Where they differ
Only the attributes on which Anyscale and Infisical actually diverge.
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).
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 Anyscale
- Distributed model training
- Multimodal data curation
- Batch embedding generation
- Multi-cloud orchestration
- Governance and security
- Observability
- Bring-your-own-cloud deployment
- Elastic GPU allocation
Only in Infisical
- Secrets management
- Certificate management
- Privileged access management
- Secret versioning
- Dynamic secrets
- SAML SSO
- Open-source core
- Secrets scanning
What people use each for
The jobs each tool is most often brought in to do.
Anyscale
- Training large models on distributed GPU clustersnot Infisical
- Running batch inference and embedding jobsnot Infisical
- Preparing multimodal datasets at scalenot Infisical
- Post-training LLMs with reinforcement learning frameworksnot Infisical
Infisical
- Managing secrets across Kubernetes clustersnot Anyscale
- Automating certificate lifecycle for internal PKInot Anyscale
- Providing privileged database access with audit trailsnot Anyscale
- Securing credentials for AI agents at runtimenot Anyscale
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Anyscale
- Pricing for high-end H100/B200-class GPUs is not published and requires contacting sales.
- Built around Ray, so teams not already using Ray face a steeper adoption curve than single-purpose inference APIs.
- No published fixed-fee subscription tier; all listed pricing is usage-based on-demand compute.
Infisical
- Free tier limited to 5 identities, suitable only for small teams or evaluation
- Pricing tiers are per-identity, which scales costs with team size
- Certificate management requires Enterprise plan for advanced features like wildcards
- Privileged access tier is separate billing from secrets management
Pricing, plan by plan
Anyscale
Free- Pay-as-you-go$undefined/mo
- CPU only from $0.0135/hr
- NVIDIA T4 $0.5682/hr
- NVIDIA L4 $0.9542/hr
- Committed contract$undefined/mo
- Volume discounts
- Use of existing GPU reservations
Infisical
Free- FreeFree
- 5 identities
- Unlimited projects
- 3 environments
- Pro - Secrets$20/month
- Per-identity pricing
- Unlimited identities
- SAML SSO
- Pro - Secrets (Annual)$20/year
- Annual discount available
- Unlimited identities
- SAML SSO
- Advanced - Secrets$40/month
- Per-identity pricing
- Dynamic secrets
- Gateways
Which should you pick?
Choose Anyscale if
- You need distributed model training.
- You want to start without paying.
- You work on web, api.
- You also want multimodal data curation.
Choose Infisical if
- You need secrets management.
- You want to start without paying.
- You work on Web, CLI, Cloud, Self-Hosted.
- You also want certificate management.
Questions people ask
- Is Anyscale or Infisical better?
- Neither clearly leads. Anyscale starts at Free and Infisical at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Anyscale or Infisical?
- Anyscale starts at Free and Infisical at Free.
- Does Anyscale or Infisical run on more platforms?
- Anyscale runs on web, api. Infisical runs on Web, CLI, Cloud, Self-Hosted.
- Can I use Anyscale for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Anyscale best used for?
- Anyscale is most often used 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. Of those, training large models on distributed gpu clusters and running batch inference and embedding jobs are not what Infisical is typically brought in for.
- What can Anyscale do that Infisical cannot?
- Anyscale covers Distributed model training, Multimodal data curation, Batch embedding generation, Multi-cloud orchestration. Infisical covers Secrets management, Certificate management, Privileged access management, Secret versioning.
Answered from the vendors’ own pages
Anyscale: How much does Anyscale cost?
Anyscale bills on a pay-as-you-go basis: CPU compute starts at $0.0135/hr, NVIDIA T4 at $0.5682/hr, and NVIDIA A100 at $4.9591/hr, with committed contracts offering volume discounts for larger workloads.
SourceInfisical: How is pricing calculated for Secrets Management?
Pricing is per-identity per month. Free tier includes 5 identities. Pro tier is $20/identity/month, Advanced is $40/identity/month. All pricing in USD.
SourceAnyscale: Is there a free trial or credit?
New users receive $100 in Anyscale credits to explore the platform, which can be applied toward starter templates and on-demand compute usage.
SourceInfisical: Can I self-host Infisical?
Yes, Infisical's core is open-source under the MIT license and can be self-hosted. The managed cloud service is also available with additional features.
SourceAnyscale: How is usage billed?
Hosted usage is billed hourly per compute instance type and invoiced monthly by credit card; bring-your-own-cloud usage is invoiced through Anyscale or the customer's cloud marketplace account.
SourceInfisical: What is included in the Enterprise plan?
Enterprise plan includes SCIM, LDAP, approval workflows, external KMS/HSM support, and 99.99% SLA. Pricing is custom and determined by annual commitment.
SourceAnyscale: What support is included?
Hosted plans include business-hours support with up to 5 case submissions, while bring-your-own-cloud deployments get 24x7 enterprise SLAs and unlimited case submissions.
SourceRelated pages
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- Infisical vs Grafana Cloud
- Infisical vs Neon
- Infisical vs DigitalOcean
- Infisical vs AWS (Amazon Web Services)
- Infisical vs Pulumi
- Infisical vs Fly.io
- Infisical vs Fireworks AI
- Infisical vs Podman
- Infisical vs Railway
- Infisical vs Render
- Infisical vs Vault
- Infisical vs Wiz
- Infisical vs Beam Cloud
- Infisical vs Cerebrium
- Infisical vs DeepInfra
- Infisical vs Go
- Infisical vs Azure Functions
- Infisical vs Caddy
- Infisical vs 1Password
- Infisical vs Bitdefender Total Security
- Infisical vs Norton 360
- Infisical vs LastPass
- Infisical vs Snyk
- Infisical vs Bitwarden
- Infisical vs Brave Browser
- Infisical vs Clerk
- Infisical vs CrowdStrike Falcon
- Infisical vs Kaspersky Total Security
- Infisical vs Mullvad VPN
- Infisical vs OneTrust
- Infisical vs Private Internet Access
- Infisical vs Proton Mail
- Infisical vs Tuta
- Infisical vs Akeyless
- Infisical vs Doppler
- Infisical vs Frontegg
