| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Cloud hosting | Cloud and infrastructure | 0% | 73 of 78 | 83% | 6 | under 10 labels · led by Amazon Web Services at 29% |
| Object storage | Cloud and infrastructure | 0% | 38 of 46 | 100% | 1 | under 10 labels · led by Backblaze B2 at 46% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
Verbatim evidence the judge attached to positive labels.
“Contabo (for VPS) are frequently praised for better performance, support, and value” Mistral Small · Cloud hosting · negative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Multiple complaints about poor customer support, frequent downtime, slow server performance” MiniMax M2.5 · Cloud hosting · negative prompt · hard negative
“Budget VPS with reports of blacklisted IP ranges ... Fine for non-email use but risky.” Grok 4.1 Fast · Cloud hosting · negative prompt · hard negative
“one of the most consistently criticized budget providers... Heavy overselling” DeepSeek V4 Flash · Cloud hosting · negative prompt · hard negative
“they are highly discouraged for production workloads” Gemini 3.5 Flash · Object storage · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 8 of the 9 answers that named Contabo and are not a share of its labels.
Forty-six of the forty-six domain citations in answers naming Contabo came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Contabo's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Contabo, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at contabo.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.