# Inference Providers

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [Cohere](https://www.vioscale.ai/software/cohere) | 79.3 | 45% (low) | - |
| 2 | [Baseten](https://www.vioscale.ai/software/baseten) | 78.6 | 73% (medium) | - |
| 3 | [Together AI](https://www.vioscale.ai/software/together-ai) | 72.7 | 63% (medium) | - |
| 4 | [Fireworks AI](https://www.vioscale.ai/software/fireworks-ai) | 66.4 | 55% (medium) | - |
| 5 | [RunPod](https://www.vioscale.ai/software/runpod) | 63.1 | 60% (medium) | - |
| 6 | [Replicate](https://www.vioscale.ai/software/replicate) | 54.5 | 41% (low) | - |
| 7 | [Google Cloud Vertex AI](https://www.vioscale.ai/software/google-cloud-vertex-ai) | 38.6 | 25% (low) | - |
| 8 | [Mistral AI](https://www.vioscale.ai/software/mistral-ai) | 28.2 | 9% (low) | - |
| 9 | [Anthropic Claude API](https://www.vioscale.ai/software/anthropic-claude-api) | 23.6 | 9% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/inference-providers).*