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AI Tools · head to head

RunPod vs Together AI

RunPod logo

RunPod

AI Tools

GPU cloud for AI and ML

From
$0.2/per-hour
Rated
-
Full reviewWebsite
Together AI logo

Together AI

AI Tools

Open-source AI at scale

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Together AI has a free tier, so it costs nothing to try first.
  • Each has a real cost: RunPod idle volume disk storage is billed at $0.20 per GB per month, double the $0.10 per GB per month charged while the pod is running; Together AI fine tuning carries a minimum charge of $4.00 per job regardless of dataset size
  • They diverge on capability: RunPod covers GPU instances, Together AI covers Open-source models.

Where they differ

Only the attributes on which RunPod and Together AI actually diverge.

Attributes where RunPod and Together AI differ
AttributeRunPodTogether AI
Starting price$0.2/per-hourFree
Free tierNoYes
PlatformsCloud, ApiApi, Cloud

Identical on both: pricing model (usage-based), user rating (Not yet rated), category (AI Tools), founded (2022).

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 RunPod

  • GPU instances
  • Serverless
  • Templates
  • Persistent storage
  • Docker
  • SSH access

Only in Together AI

  • Open-source models
  • Fine-tuning
  • Fast inference
  • Embeddings
  • Python SDK
  • OpenAI compatible

Both cover

  • REST API
  • Cloud support
  • Api support

What people use each for

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

RunPod

  • Renting GPU compute by the second for model training and inferencenot Together AI
  • Running serverless GPU workers that scale with request volumenot Together AI
  • Attaching persistent network storage shared across GPU podsnot Together AI

Together AI

  • Serverless inference against open source chat, vision, embedding, image and video modelsnot RunPod
  • Renting dedicated single tenant H100, H200 or B200 GPU clusters by the hournot RunPod
  • Fine tuning open weight models on a per token basisnot RunPod

Where each one falls short

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

RunPod

  • Idle volume disk storage is billed at $0.20 per GB per month, double the $0.10 per GB per month charged while the pod is running
  • Reserved clusters of all terms from 1 to 12 months are priced by contacting sales with no published rate
  • L40S, H100 SXM and B200 cluster configurations are listed as contact sales rather than at a published hourly rate
  • High performance network storage costs $0.14 per GB per month, twice the standard sub 1TB rate of $0.07

Together AI

  • Fine tuning carries a minimum charge of $4.00 per job regardless of dataset size
  • Reserved GPU commitments beyond 180 days are priced by contacting sales with no published rate
  • Volume and enterprise discounts are quote only with no published threshold
  • Reserved dedicated inference pricing is contact sales while only on demand rates of $5.49 to $8.99 per GPU hour are published

Pricing, plan by plan

RunPod

$0.2/per-hour
  • Community Cloud$0.2/per-hour
    • Affordable GPUs
    • Spot instances
  • Secure Cloud$0.44/per-hour
    • Enterprise security
    • Dedicated hardware

Together AI

Free
  • FreeFree
    • $5 credits
    • API access
  • Pay-per-use$0.2/per-million-tokens
    • All models
    • Fine-tuning

Which should you pick?

Choose RunPod if

  • You need gpu instances.
  • You work on Cloud, Api.
  • You also want serverless.
RunPod review

Choose Together AI if

  • You need open-source models.
  • You want to start without paying.
  • You work on Api, Cloud.
  • You also want fine-tuning.
Together AI review

Questions people ask

Is RunPod or Together AI better?
Neither clearly leads. RunPod starts at $0.2/per-hour and Together AI at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, RunPod or Together AI?
Together AI has a free tier; the other does not. Paid plans start at $0.2/per-hour for RunPod and Free for Together AI.
Does RunPod or Together AI run on more platforms?
RunPod runs on Cloud, Api. Together AI runs on Api, Cloud.
Can I use Together AI for free?
Yes. Together AI has a free tier, so you can try it without paying. RunPod starts at $0.2/per-hour.
What is RunPod best used for?
RunPod is most often used for renting gpu compute by the second for model training and inference, running serverless gpu workers that scale with request volume, attaching persistent network storage shared across gpu pods. Of those, renting gpu compute by the second for model training and inference and running serverless gpu workers that scale with request volume are not what Together AI is typically brought in for.
What can RunPod do that Together AI cannot?
RunPod covers GPU instances, Serverless, Templates, Persistent storage. Together AI covers Open-source models, Fine-tuning, Fast inference, Embeddings. Both handle REST API, Cloud support, Api support.
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