Software · head to head
DeepInfra vs Microsoft Azure
DeepInfra
Software
Low-cost cloud API for running open-source AI models
- From
- $0.08/month
- Rated
- -
The short version
- Only Microsoft Azure 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.; Microsoft Azure the 12 months of free services is available only to new customers who have not previously had an Azure account or received 12 months of free services
- They diverge on capability: DeepInfra covers Open model hosting, Microsoft Azure covers Virtual Machines.
Where they differ
Only the attributes on which DeepInfra and Microsoft Azure actually diverge.
| Attribute | DeepInfra | Microsoft Azure |
|---|---|---|
| Starting price | $0.08/month | Free |
| Free tier | No | Yes |
| Platforms | web, api | Web, Api, Desktop, Mobile |
| Founded | Unknown | 2010 |
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 Microsoft Azure
- Virtual Machines
- App Service
- SQL Database
- Blob Storage
- Azure Cosmos DB
- Functions
- Service Fabric
- API Management
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 Microsoft Azure
- Serving speech and image generation models via APInot Microsoft Azure
- Cost-sensitive production inference at scalenot Microsoft Azure
- Reserved GPU capacity via DeepCluster for steady workloadsnot Microsoft Azure
Microsoft Azure
- Running Windows and Linux workloads, databases and AI services on Microsoft's cloudnot DeepInfra
- Extending on-premises Active Directory and Microsoft 365 estates into cloud infrastructurenot 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.
Microsoft Azure
- The 12 months of free services is available only to new customers who have not previously had an Azure account or received 12 months of free services
- The 12 months free offer is not available to customers who sign up directly for pay as you go in China and India
- Customers who try Azure free must move to pay as you go within 30 days to keep receiving the 12 months of free services
- Free services are capped at specified monthly amounts, and only some of them are always free
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
Microsoft Azure
Free- Free AccountFree
- $200 credit for 30 days
- Popular services 12 months free
- 40+ services always free
Which should you pick?
Choose DeepInfra if
- You need open model hosting.
- You work on web, api.
- You also want pay-per-token pricing.
Choose Microsoft Azure if
- You need virtual machines.
- You want to start without paying.
- You work on Web, Api, Desktop, Mobile.
- You also want app service.
Questions people ask
- Is DeepInfra or Microsoft Azure better?
- Neither clearly leads. DeepInfra starts at $0.08/month and Microsoft Azure at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, DeepInfra or Microsoft Azure?
- Microsoft Azure has a free tier; the other does not. Paid plans start at $0.08/month for DeepInfra and Free for Microsoft Azure.
- Does DeepInfra or Microsoft Azure run on more platforms?
- DeepInfra runs on web, api. Microsoft Azure runs on Web, Api, Desktop, Mobile.
- Can I use Microsoft Azure for free?
- Yes. Microsoft Azure 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 Microsoft Azure is typically brought in for.
- What can DeepInfra do that Microsoft Azure cannot?
- DeepInfra covers Open model hosting, Pay-per-token pricing, Long context support, DeepCluster. Microsoft Azure covers Virtual Machines, App Service, SQL Database, Blob Storage.
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.
SourceDeepInfra: 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.
SourceDeepInfra: 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.
SourceDeepInfra: 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.
SourceDeepInfra: 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.
SourceRelated pages
More on Microsoft Azure
Keep looking
Other head to heads
- DeepInfra vs Grafana Cloud
- DeepInfra vs Neon
- DeepInfra vs DigitalOcean
- DeepInfra vs AWS (Amazon Web Services)
- DeepInfra vs Lambda (AWS Serverless)
- DeepInfra vs Fireworks AI
- DeepInfra vs Anyscale
- DeepInfra vs Deno Deploy
- DeepInfra vs Heroku
- DeepInfra vs Hetzner Cloud
- DeepInfra vs Linode
- DeepInfra vs Packer
- DeepInfra vs Pulumi
- DeepInfra vs Render
- DeepInfra vs Upstash
- DeepInfra vs Vagrant
- DeepInfra vs Vultr
- DeepInfra vs Akamai
- Microsoft Azure vs Grafana Cloud
- Microsoft Azure vs Neon
- Microsoft Azure vs DigitalOcean
- Microsoft Azure vs AWS (Amazon Web Services)
- Microsoft Azure vs Lambda (AWS Serverless)
- Microsoft Azure vs Fireworks AI
- Microsoft Azure vs Anyscale
- Microsoft Azure vs Deno Deploy
- Microsoft Azure vs Heroku
- Microsoft Azure vs Hetzner Cloud
- Microsoft Azure vs Linode
- Microsoft Azure vs Packer
- Microsoft Azure vs Pulumi
- Microsoft Azure vs Render
- Microsoft Azure vs Upstash
- Microsoft Azure vs Vagrant
- Microsoft Azure vs Vultr
- Microsoft Azure vs Akamai