Vendor website benchmark · category
Inference and GPU compute vendors, measured on their own websites
Inference endpoints and GPU capacity. The measurement is of the company website, not of throughput, latency or price.
Listed
19
Currently measurable
18
Median website score
77
Categories are editorial and unscored; membership never moves a score. Ungraded vendors sort after measured ones and are never coerced to zero. Score version 28.
| Vendor | Website score | Reach | Read | Quote | Findings | llms.txt | Entity map | Measured |
|---|---|---|---|---|---|---|---|---|
| RunPod runpod.io | 87 C | 88 | 85 | 86 | 2 | present | absent | 2026-10-08 11:19Z |
| Vast.ai vast.ai | 87 A | 93 | 87 | 79 | 3 | present | absent | 2026-10-05 10:19Z |
| Scaleway scaleway.com | 86 C | 95 | 73 | 88 | 3 | absent | absent | 2026-10-04 21:22Z |
| CoreWeave coreweave.com | 83 C | 95 | 77 | 74 | 5 | absent | absent | 2026-10-06 11:17Z |
| Fireworks AI fireworks.ai | 83 C | 90 | 78 | 77 | 4 | absent | absent | 2026-10-06 19:20Z |
| Anyscale anyscale.com | 82 C | 89 | 80 | 74 | 3 | absent | absent | 2026-10-05 23:18Z |
| Together AI together.ai | 81 C | 85 | 75 | 81 | 3 | present | absent | 2026-10-05 06:18Z |
| Nebius nebius.com | 80 D | 87 | 84 | 68 | 4 | absent | absent | 2026-10-04 06:18Z |
| Crusoe crusoe.ai | 78 C | 84 | 78 | 69 | 2 | present | absent | 2026-10-06 12:18Z |
| Modal modal.com | 76 C | 75 | 75 | 78 | 3 | present | absent | 2026-10-04 05:17Z |
| Baseten baseten.co | 75 C | 90 | 77 | 53 | 3 | present | absent | 2026-10-06 02:18Z |
| Graphcore graphcore.ai | 75 C | 83 | 73 | 66 | 4 | absent | absent | 2026-10-06 23:17Z |
| Replicate replicate.com | 75 C | 88 | 80 | 53 | 1 | present | absent | 2026-10-08 09:18Z |
| Lambda lambdalabs.com | 73 C | 73 | 79 | 67 | 4 | present | absent | 2026-10-07 09:19Z |
| Groq groq.com | 72 C | 97 | 83 | 28 | 2 | absent | absent | 2026-10-06 23:18Z |
| Paperspace paperspace.com | 72 B | 91 | 71 | 46 | 2 | absent | absent | 2026-10-04 10:18Z |
| SambaNova sambanova.ai | 70 C | 80 | 77 | 51 | 3 | absent | absent | 2026-10-08 12:19Z |
| Banana banana.dev | 66 D | 86 | 78 | 28 | 6 | absent | absent | 2026-10-06 02:18Z |
| Cerebras cerebras.net | Alias of www.cerebras.ai | — | — | — | — | absent | absent | 2026-10-06 06:18Z |
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