3 categories · RankedSprinto
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Compliance automation | Security operations | 8% | 3 of 54 | 11% | 38 | accepted challenger |
| Third-party risk management | Security operations | 6% | 4 of 72 | 0% | 9 | under 10 labels · led by UpGuard at 53% |
| GRC platforms | Security operations | 5% | 9 of 77 | 0% | 19 | accepted challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 3 | 1 | 0 | 6 |
| GPT-5.4 mini | 0 | 1 | 2 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 0 | 5 |
| Perplexity Sonar | 1 | 0 | 3 | 0 | 4 |
| Grok 4.1 Fast | 0 | 5 | 3 | 1 | 9 |
| Mistral Small | 4 | 2 | 0 | 1 | 7 |
| DeepSeek V4 Flash | 0 | 5 | 3 | 2 | 10 |
| Llama 4 Maverick | 2 | 1 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 1 | 3 | 2 | 0 | 6 |
| GLM 4.7 FlashX | 0 | 2 | 3 | 0 | 5 |
| MiniMax M2.5 | 0 | 3 | 1 | 0 | 4 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“the best practical choice is usually Sprinto if you want a full compliance automation platform that is still relatively affordable” Perplexity Sonar · Compliance automation · budget prompt · first choice
“Sprinto is frequently recommended for cloud-first startups and mid-sized teams looking to get audit-ready quickly” Mistral Small · GRC · paraphrase prompt · first choice
“Described as ideal for small and medium businesses... making it a strong choice for SMBs with budget constraints.” Mistral Small · GRC · budget prompt · first choice
“Sprinto or Vanta are excellent starting points due to their automation and workflow capabilities” Mistral Small · TPRM · paraphrase prompt · first choice
And against it
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.
“Avoid Sprinto and legacy GRC platforms if you need a reliable, cost-effective audit path.” DeepSeek V4 Flash · Compliance automation · negative prompt · hard negative
“Vanta, Drata, Secureframe, Sprinto, Scytale, Scrut: These are generally reliable but may be overpriced” Mistral Small · Compliance automation · negative prompt · soft negative
“Fewer integrations; less depth for mid-sized complexity” Grok 4.1 Fast · Compliance automation · paraphrase prompt · soft negative
“Sprinto and Scrut are too limited for these” DeepSeek V4 Flash · Compliance automation · direct prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 167 of the 191 answers that named Sprinto and are not a share of its labels.
Domains cited
511 of the 571 domain citations in answers naming Sprinto came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Claim this page
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 Sprinto'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 Sprinto, 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 sprinto.com is approved on the spot, any other address is reviewed by hand.
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