kitio.aiReplicate vs Petals
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Petals is completely free, while Replicate is paid.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Thousands of public models
- Cog model packaging
- Private deployments
- Fine-tuning
- Per-second GPU billing
- Distributed LLM inference
- Fine-tuning support
- PyTorch and Transformers API
- Access to hidden states
- Colab quickstart
| Feature | Replicate | Petals |
|---|---|---|
| Best for | Run and deploy open-source AI models through a simple API | Run large language models together over a BitTorrent-style network |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Free |
| Starting price | See pricing page | Free |
| Free plan | No | Yes, fully free |
| Made by | Cloudflare | Petals open-source project |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Petals is completely free, while Replicate is paid.
Free plan
Cheapest paid plan
Top plan
Free trial
5 plans
CPU
$0.36 / hour
- 4x CPU, 8 GB RAM
- Billed per second
Nvidia T4 GPU
$0.81 / hour
- 16 GB GPU RAM
- Billed per second
Nvidia L40S GPU
$3.51 / hour
- 48 GB GPU RAM
- Billed per second
Nvidia A100 (80GB)
$5.04 / hour
- 80 GB GPU RAM
- Billed per second
Nvidia H100 GPU
$5.49 / hour
- 80 GB GPU RAM
- Billed per second
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Replicate
- Huge model catalog
- Very easy API
- Good for image and video models
- Cold starts on less-used models
- Always-on GPUs get expensive
- Pricing differs per model
Petals
- Runs very large models without owning big GPUs
- Full control over sampling and fine-tuning
- Free and open source
- Speed is only a few tokens per second
- Depends on volunteer servers
- Not suited to production traffic
Which one should you choose?
Choose Replicate if you want:
- Huge model catalog
- Very easy API
- Good for image and video models
Watch out: cold starts on less-used models.
Choose Petals if you want:
- Runs very large models without owning big GPUs
- Full control over sampling and fine-tuning
- Free and open source
Watch out: speed is only a few tokens per second.
Replicate vs Petals FAQ
What is the difference between Replicate and Petals?
Replicate: Run and deploy open-source AI models through a simple API. Petals: Run large language models together over a BitTorrent-style network. Both are models & apis tools.
Is Replicate or Petals cheaper?
Petals is completely free, while Replicate is paid.
Do Replicate and Petals have free plans?
Replicate: No. Petals: Yes, fully free.
Who makes Replicate?
Replicate is made by Cloudflare, based in United States.
Who makes Petals?
Petals is made by Petals open-source project.
Which should I choose, Replicate or Petals?
Choose Replicate if you value huge model catalog and very easy api. Choose Petals if you value runs very large models without owning big gpus and full control over sampling and fine-tuning.