Replicate vs Together AI vs Fireworks AI vs Hugging Face
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
Replicate
Run any open AI model via API — no infrastructure
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Together AI
High-performance inference for open-weights LLMs
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Fireworks AI
Production inference platform for open-weights LLMs
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Hugging Face
The registry the open-source AI world runs on
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| RECATOOLS Score | 8 / 10 | 8 / 10 | 7.7 / 10 | 8.5 / 10 |
| Capability | — | |||
| Value for money | — | |||
| Ease of use | — | |||
| ASEAN readiness | — | |||
| API quality | — | |||
| Pricing | Paid | Paid | Paid | Freemium |
| Free tier | — | — | — | Unlimited public model/dataset access; 100GB private storage; limited daily ZeroGPU/inference credits |
| Paid from | — | — | — | PRO $9/mo/user; Team $20/mo/seat; Enterprise $50+/mo/user |
| Has API | ✓ | ✓ | ✓ | ✓ |
| Open source | ✗ | ✗ | ✗ | ✓ |
| Free to use | ✗ | ✗ | ✗ | ✓ |
| Users | — | — | — | ~13M monthly active users; 50,000+ organizations |
| Founded | 2019 | 2022 | 2022 | 2016 |
| Maker | — | — | — | Clément Delangue, Julien Chaumond, Thomas Wolf |
| Verdict | Replicate is a developer platform for running open-source and custom AI models via a clean API with pay-per-second pricing, no infrastructure to manage. Its Cog packaging, huge community model catalogue (image, video, au... |
Together AI is a developer-focused cloud for running, fine-tuning, and training open-source models (Llama, DeepSeek, Qwen, Flux, and many more) with an OpenAI-compatible API, competitive pricing, and strong inference per... |
Fireworks AI is a high-performance inference platform for running open-weight LLMs and multimodal models at low latency and competitive per-token cost, with fine-tuning, function calling, JSON mode and an OpenAI-compatib... |
The open-source AI world runs on this. If a model is public — Llama, Qwen, Whisper, a fine-tuned diffusion checkpoint — it almost certainly lives on the Hub, and pulling it down is a two-line call in the transformers lib... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.