Seven of fourteen models named Sentra first on the direct prompt; three named Cyera. Both were named by all fourteen models and Sentra carries 26 labels and Cyera 44, so the shares are not directly comparable.
Named in one category this edition.
Named in four categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the data security posture management page.
Across every category in the October 2026 Edition, Sentra and Cyera were named in the same answer sixty-one times, of the 69 answers naming Sentra and the 146 naming Cyera. In those answers Cyera took the first choice ten times and Sentra seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“AI Multiple's 2026 vendor overview lists explicit cons for Sentra: Not a dedicated "data labeling" service; no deep data discovery or classification capabilities.” Muse Glimmer 30B · negative prompt · soft negative
“Sentra – Recommended for cloud-focused pragmatism, making it a strong fit for mid-market companies heavily invested in cloud environments.” Mistral Small · direct prompt · first choice
“the strongest default choice is Sentra if your priority is pragmatic cloud data security with relatively focused deployment” Perplexity Sonar · direct prompt · first choice
“Start with Sentra if you are cloud-first, want agentless discovery with reasonable time-to-value and a pragmatic price band.” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to Avoid with Limited Budgets ... Custom pricing only; median contract ~$575,000/year” Kimi K2 · budget prompt · hard negative
“avoid overkill platforms like Cyera or BigID ($50K+/yr minimums)” Grok 4.1 Fast · budget prompt · hard negative
“Several promising startups have been acquired by larger platform vendors (e.g., Cyera, BigID, and others have been absorbed into bigger security suites).” DeepSeek V4 Flash · negative prompt · soft negative
“For pure budget-consciousness, Cyera and Netwrix appear to be the most accessible entry points for budget-constrained organizations.” Claude Haiku 4.5 · budget prompt · first choice
“Choose Cyera or BigID if your priority is deep data discovery and classification across many data sources.” Perplexity Sonar · comparative prompt · first choice
“Cyera is the best DSPM vendor for cloud-native organizations that prioritize discovery speed” Claude Haiku 4.5 · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.