Replicate
Together AI
| Feature | Replicate | Together AI |
|---|---|---|
| Pricing | Free only | Free only |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.4 / 5 | 4.4 / 5 |
| Best For | developers, ai-startups, prototypers, product-teams | ai-developers, startups, cost-conscious-teams, open-source-advocates |
| Founded | 2019 | 2022 |
| Model Hosting | ✓ | ✗ |
| Api Access | ✓ | ✗ |
| Fine Tuning | ✓ | ✓ |
| Model Versioning | ✓ | ✗ |
| Webhooks | ✓ | ✗ |
| Streaming | ✓ | ✗ |
| Inference Api | ✗ | ✓ |
| Custom Models | ✗ | ✓ |
| Openai Compatibility | ✗ | ✓ |
| Batch Processing | ✗ | ✓ |
| Embeddings | ✗ | ✓ |
✓ Replicate Pros
- Run any open-source model
- Simple API interface
- No infrastructure management
- Pay per second of compute
✗ Replicate Cons
- Cold starts on less popular models
- Expensive at scale
- Limited fine-tuning options
✓ Together AI Pros
- Fast inference speeds
- OpenAI-compatible API
- Cheaper than OpenAI for many models
- Custom model fine-tuning
✗ Together AI Cons
- Only open-source models
- Limited compared to full cloud providers
- Newer platform
The Verdict
Replicate is built for developers and ai startups, with a focus on model-hosting and api-access. Together AI targets ai developers and startups and leads with inference-api and fine-tuning.
Both tools use custom enterprise pricing — you'll need to contact sales for a quote, which makes direct cost comparison difficult.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.