Side-by-side comparison
Compare AI Tools
Pick two to five tools. Every cell comes from a verified record; anything unverified says so. There is no overall winner — the right choice depends on your task, budget and technical needs.
| Criterion | Replicate | Hugging Face | Together AI | OpenRouter | GroqCloud |
|---|---|---|---|---|---|
| Provider | Replicate (a Cloudflare company) | Hugging Face | Together AI | OpenRouter | Groq |
| What it is for | Run and deploy open-source and custom AI models through an API, paying per second of hardware or per output. | Hub for sharing open models, datasets and demo apps, with paid compute for inference and hosting. | Cloud platform for running, fine-tuning and training open models on serverless APIs or rented GPUs. | One OpenAI-compatible API key for hundreds of models from many providers. | Low-latency inference API for open models running on Groq's LPU hardware. |
| Latest confirmed model | — | — | — | — | — |
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| Free plan | No | Yes No included inference credits | No | Yes 50 requests/day and 20 requests/minute; 1,000/day after buying at least $10 in credits | Yes Rate-limited; exact limits shown in account settings |
| Cheapest paid plan | No monthly list price | PRO: $9/mo | No monthly list price | No monthly list price | No monthly list price |
| API access | Yes · docs (opens in a new tab) | Yes · docs (opens in a new tab) | Yes · docs (opens in a new tab) | Yes · docs (opens in a new tab) | Yes · docs (opens in a new tab) |
| Learning curve | Some experience helps | Some experience helps | Some experience helps | Beginner-friendly | Beginner-friendly |
| Last verified | Oct 19, 2026 | Oct 19, 2026 | Oct 19, 2026 | Oct 19, 2026 | Oct 19, 2026 |
How to choose
Start from the rows that matter for your job: a free plan and learning curve for casual use; API access, rates and data terms for building products; context window and modalities for long documents or images. Provider claims are labelled as such; we do not rank.
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