Data security posture management · October 2026 Edition
Cyera vs IBM Guardium
Three of fourteen models named Cyera first on the direct prompt; zero named IBM Guardium. Cyera was named by fourteen of the fourteen models and IBM Guardium by eight and Cyera carries 44 labels and IBM Guardium 11, so the shares are not directly comparable.
Named in four categories this edition.
IBM Guardium
criticized challengerNamed in three categories this edition.
First-choice share8%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%36%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 12; printed, not drawn.
Labels4411A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cyera reading right to left. Rank and label count are printed, not drawn.Sentra was named alongside these two in ten of the fourteen direct answers. Microsoft Purview vs Cyera · Microsoft Purview vs IBM Guardium · Sentra vs Cyera
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CyeraFirst choices, of fourteen modelsIBM GuardiumDirect301 against IBM Guardium
Paraphrase021 against Cyera · 2 against IBM Guardium
Comparative50
Budget-constrained105 against Cyera
Scale-constrained00
Negative002 against Cyera · 1 against IBM Guardium
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Cyera and IBM Guardium stood in it.
| Model | DirectIG | ParaphraseIG | ComparativeIG | Budget-constrainedIG | Scale-constrainedIG | NegativeIG |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | IG | |||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | IG | | | ||
| Perplexity Sonar | IG | IG | IG | |||
| Grok 4.1 Fast | | IG | | | ||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | IG | ||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | IG | | | ||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | |
CyeraIG IBM Guardium first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cyera on the left and IBM Guardium on the right.The direct prompt
The plain question, one answer per model, grouped by where Cyera and IBM Guardium stood in it.
Cyera first, IBM Guardium not the choice
3 of 14 modelsIBM Guardium was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Cyera alternatives: Netwrix, Normalyze, Sentra
Llama 4 MaverickConcentric, Cyera, Sentra
MiniMax M2.5Cyera, Sentra alternatives: Concentric, Forcepoint DSPM, Microsoft Purview
Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashWiz alternatives: CrowdStrike, Cyera, Proofpoint DSPM, Sentra
Perplexity SonarSentra alternatives: Concentric, Cyera, Prisma Cloud DSPM, Wiz
Grok 4.1 FastSentra alternatives: Concentric AI, Cyera, Varonis Data Security Platform
Mistral SmallSentra alternatives: Concentric, Cyera
DeepSeek V4 FlashSentra alternatives: Concentric AI, Cyera
Qwen 3.7 FlashWiz alternatives: Cyera, Microsoft Defender for Cloud, Orca Security
GLM 4.7 FlashXSecuriti, Varonis Data Security Platform alternatives: Cyera, Microsoft Purview
GPT-6 LunaWiz DSPM alternatives: Cyera, Microsoft Purview, Sentra
Muse Glimmer 30BSentra alternatives: Concentric AI, Cyera
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniVaronis Data Security Platform alternatives: Microsoft Purview, Teleskope
Kimi K2Wiz alternatives: BigID, Varonis Data Security Platform
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mid-marketThe figures above
Enterprise
What the models said about Cyera
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
What the models said about IBM Guardium
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“miss the discovery, posture management, access governance, and behavioral detection that define true DSPM platforms” Claude Haiku 4.5 · negative prompt · hard negative
“cannot afford massive, complex enterprise tools (like BigID, IBM Guardium, or Symantec DLP)” Gemini 3.5 Flash · paraphrase prompt · hard negative
“far more accessible than enterprise-heavy tools like IBM Guardium (custom pricing, G2 4.3/5 but enterprise-focused)” Grok 4.1 Fast · paraphrase prompt · soft negative
“IBM Guardium Data Protection and Safetica are recommended sensitive data discovery and protection tools for a mid-sized B2B company.” Llama 4 Maverick · paraphrase prompt · first choice
“Primary choice: IBM Guardium Data Protection – the most complete, highest‑rated solution” GLM 4.7 FlashX · paraphrase prompt · first choice
“Choose IBM Guardium DSPM if you want a cloud-native, agentless approach across hybrid cloud and SaaS.” Perplexity Sonar · comparative prompt · alternative
Also compared
Microsoft Purview vs CyeraMicrosoft Purview vs IBM GuardiumSentra vs CyeraSentra vs IBM GuardiumWiz vs CyeraWiz vs IBM GuardiumCyera vs Varonis Data Security PlatformCyera vs BigIDCyera vs SecuritiVaronis Data Security Platform vs IBM GuardiumIBM Guardium vs BigIDIBM Guardium vs SecuritiAll twenty-eight head-to-head pages and the full DSPM standing
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.