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
80
Categories are editorial and unscored; membership never moves a score. Ungraded vendors sort after measured ones and are never coerced to zero. Score version 34.
| Vendor | Website score | Reach | Read | Quote | Findings | llms.txt | Entity map | Measured |
|---|---|---|---|---|---|---|---|---|
| Vast.ai vast.ai | 89 A | 96 | 88 | 79 | 3 | present | absent | 2026-10-27 14:34Z |
| RunPod runpod.io | 87 C | 87 | 87 | 86 | 3 | present | absent | 2026-11-01 06:03Z |
| CoreWeave coreweave.com | 86 C | 93 | 78 | 86 | 5 | absent | absent | 2026-10-26 23:04Z |
| Fireworks AI fireworks.ai | 83 C | 92 | 76 | 79 | 6 | absent | absent | 2026-10-27 06:34Z |
| Together AI together.ai | 82 C | 89 | 78 | 78 | 4 | present | absent | 2026-10-25 07:06Z |
| Anyscale anyscale.com | 81 C | 90 | 74 | 75 | 5 | absent | absent | 2026-11-02 14:36Z |
| Graphcore graphcore.ai | 81 C | 88 | 82 | 69 | 4 | absent | absent | 2026-10-31 16:51Z |
| Nebius nebius.com | 81 C | 86 | 83 | 71 | 4 | present | absent | 2026-10-31 17:49Z |
| Lambda lambdalabs.com | 80 C | 84 | 82 | 71 | 5 | present | absent | 2026-10-30 14:04Z |
| Crusoe crusoe.ai | 79 C | 87 | 77 | 69 | 2 | present | absent | 2026-10-27 00:34Z |
| Modal modal.com | 78 C | 81 | 75 | 78 | 5 | present | absent | 2026-10-31 03:05Z |
| Replicate replicate.com | 77 C | 90 | 82 | 56 | 1 | present | absent | 2026-11-01 03:07Z |
| Baseten baseten.co | 76 C | 91 | 76 | 56 | 7 | present | absent | 2026-10-26 13:35Z |
| Groq groq.com | 73 C | 98 | 82 | 32 | 3 | absent | absent | 2026-10-30 04:34Z |
| Paperspace paperspace.com | 73 B | 92 | 74 | 45 | 3 | absent | absent | 2026-10-31 09:34Z |
| SambaNova sambanova.ai | 72 C | 80 | 78 | 54 | 3 | absent | absent | 2026-11-01 08:04Z |
| Banana banana.dev | 68 D | 88 | 78 | 30 | 6 | absent | absent | 2026-10-26 13:04Z |
| Scaleway scaleway.com | 64 D | 67 | 60 | — | 5 | absent | absent | 2026-11-01 02:04Z |
| Cerebras cerebras.net | Alias of www.cerebras.ai | — | — | — | — | absent | absent | 2026-10-28 18:36Z |
Compare within this category
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