Groq vs Replicate
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Groq starts at See pricing page and Replicate starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- LPU-based inference
- OpenAI-compatible API
- Speech-to-text models
- Batch API
- Free developer tier
- Thousands of public models
- Cog model packaging
- Private deployments
- Fine-tuning
- Per-second GPU billing
| Feature | Groq | Replicate |
|---|---|---|
| Best for | Very fast inference API for open models on custom LPU chips | Run and deploy open-source AI models through a simple API |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | No |
| Made by | Groq | Cloudflare |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Pricing compared
Groq starts at See pricing page and Replicate starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Free
Free
- Rate-limited API access
- For prototyping
Developer
Pay per token
- Higher rate limits
- Pay-as-you-go by model
Enterprise
Contact sales
- Dedicated capacity
- Enterprise support
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
Groq
- Extremely fast output
- Free tier without a card
- Low prices on small models
- Smaller model catalog
- Some models moved to enterprise pricing
- Rate limits on the free tier
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
Which one should you choose?
Choose Groq if you want:
- Extremely fast output
- Free tier without a card
- Low prices on small models
Watch out: smaller model catalog.
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.
Groq vs Replicate FAQ
What is the difference between Groq and Replicate?
Groq: Very fast inference API for open models on custom LPU chips. Replicate: Run and deploy open-source AI models through a simple API. Both are models & apis tools.
Is Groq or Replicate cheaper?
Groq starts at See pricing page and Replicate starts at See pricing page. Check both pricing pages for current plans.
Do Groq and Replicate have free plans?
Groq: Yes. Replicate: No.
Who makes Groq?
Groq is made by Groq, based in United States.
Who makes Replicate?
Replicate is made by Cloudflare, based in United States.
Which should I choose, Groq or Replicate?
Choose Groq if you value extremely fast output and free tier without a card. Choose Replicate if you value huge model catalog and very easy api.