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DeepInfra vs DigitalOcean

DeepInfra logo

DeepInfra

Software

Low-cost cloud API for running open-source AI models

From
$0.08/month
Rated
-
Full reviewWebsite
DigitalOcean logo

DigitalOcean

Software

The developer cloud

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only DigitalOcean has a free tier, so it costs nothing to try first.
  • Each has a real cost: DeepInfra focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.; DigitalOcean data transfer overage charged at $0.01 per GiB beyond included allowances
  • They diverge on capability: DeepInfra covers Open model hosting, DigitalOcean covers Droplets (VPS).

Where they differ

Only the attributes on which DeepInfra and DigitalOcean actually diverge.

Attributes where DeepInfra and DigitalOcean differ
AttributeDeepInfraDigitalOcean
Starting price$0.08/monthFree
Free tierNoYes
Platformsweb, apiLinux, Cloud (AWS, GCP, Azure backend)
FoundedUnknown2011

Identical on both: pricing model (usage-based), user rating (Not yet rated), category (Unknown).

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 DeepInfra

  • Open model hosting
  • Pay-per-token pricing
  • Long context support
  • DeepCluster
  • Zero retention policy
  • Real-time metrics

Only in DigitalOcean

  • Droplets (VPS)
  • Managed Kubernetes
  • App Platform
  • Managed Databases
  • Spaces (Object Storage)
  • Floating IPs
  • Load Balancers
  • Firewalls

What people use each for

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

DeepInfra

  • Running open-source LLM inference without managing GPUsnot DigitalOcean
  • Serving speech and image generation models via APInot DigitalOcean
  • Cost-sensitive production inference at scalenot DigitalOcean
  • Reserved GPU capacity via DeepCluster for steady workloadsnot DigitalOcean

DigitalOcean

  • Developers seeking affordable VPS starting at $4/month for small applicationsnot DeepInfra
  • Teams deploying containerised workloads with Kubernetes starting at $12/month cluster costnot DeepInfra
  • Data scientists and ML engineers requiring NVIDIA GPU access at $1.91/GPU/hour (committed)not DeepInfra

Where each one falls short

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

DeepInfra

  • Focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.
  • Model selection is limited to what DeepInfra chooses to host, unlike self-managed platforms.
  • No published free tier; usage is billed from the first token.

DigitalOcean

  • Data transfer overage charged at $0.01 per GiB beyond included allowances
  • Free tier includes only 3 static sites; additional static sites require paid upgrade
  • Container registry free tier capped at 500 MiB storage; exceeding requires paid tier
  • Functions free tier allows 90,000 GiB-seconds monthly; overages billed on usage basis
  • GPU Droplets require minimum monthly commitment for lower hourly rates; on-demand significantly more expensive

Pricing, plan by plan

DeepInfra

$0.08/month
  • Pay-as-you-go$undefined/mo
    • Per-model token pricing from $0.08 to $2.85 per million input tokens
    • No long-term contract
  • DeepCluster$1.98/month
    • Dedicated NVIDIA B300 GPU clusters at $1.98/GPU-hour

DigitalOcean

Free

No published plan breakdown. See the DigitalOcean review.

Which should you pick?

Choose DeepInfra if

  • You need open model hosting.
  • You work on web, api.
  • You also want pay-per-token pricing.
DeepInfra review

Choose DigitalOcean if

  • You need droplets (vps).
  • You want to start without paying.
  • You work on Linux, Cloud (AWS, GCP, Azure backend).
  • You also want managed kubernetes.
DigitalOcean review

Questions people ask

Is DeepInfra or DigitalOcean better?
Neither clearly leads. DeepInfra starts at $0.08/month and DigitalOcean at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DeepInfra or DigitalOcean?
DigitalOcean has a free tier; the other does not. Paid plans start at $0.08/month for DeepInfra and Free for DigitalOcean.
Does DeepInfra or DigitalOcean run on more platforms?
DeepInfra runs on web, api. DigitalOcean runs on Linux, Cloud (AWS, GCP, Azure backend).
Can I use DigitalOcean for free?
Yes. DigitalOcean has a free tier, so you can try it without paying. DeepInfra starts at $0.08/month.
What is DeepInfra best used for?
DeepInfra is most often used for running open-source llm inference without managing gpus, serving speech and image generation models via api, cost-sensitive production inference at scale, reserved gpu capacity via deepcluster for steady workloads. Of those, running open-source llm inference without managing gpus and serving speech and image generation models via api are not what DigitalOcean is typically brought in for.
What can DeepInfra do that DigitalOcean cannot?
DeepInfra covers Open model hosting, Pay-per-token pricing, Long context support, DeepCluster. DigitalOcean covers Droplets (VPS), Managed Kubernetes, App Platform, Managed Databases.

Answered from the vendors’ own pages

DeepInfra: Is there a free tier on DeepInfra?

No free tier is published; usage is billed pay-as-you-go from the first token, though a credit card or pre-payment is required before you can send requests.

Source
DeepInfra: How is usage priced?

Language models are billed per million input/output tokens, other models by inference execution time, and audio models per minute of audio processed, with no minimum commitment.

Source
DeepInfra: What are the Standard, Priority, and Flex tiers?

Standard is default best-effort pricing at 1x, Priority costs 1.5x for faster time-to-first-token during peak demand, and Flex costs 0.8x for non-production or asynchronous workloads.

Source
DeepInfra: How does billing scale with spend?

Accounts advance through usage tiers as cumulative payments cross $20, $100, $500, $2,000, and $10,000 thresholds, with invoices generated monthly or at each threshold.

Source
DeepInfra: Is there a limit on concurrent requests?

Yes, accounts are limited to 200 concurrent requests by default, though spending limits can also be configured to prevent unexpected charges.

Source
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