Data security posture management · October 2026 Edition
IBM Guardium vs Securiti
Zero of fourteen models named IBM Guardium first on the direct prompt; one named Securiti. IBM Guardium was named by eight of the fourteen models and Securiti by eleven and IBM Guardium carries 11 labels and Securiti 16, so the shares are not directly comparable.
IBM Guardium
criticized challengerNamed in three categories this edition.
Named in two categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate36%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 12; printed, not drawn.
Labels1116A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, IBM Guardium reading right to left. Rank and label count are printed, not drawn.Cyera was named alongside these two in twelve of the fourteen direct answers. Microsoft Purview vs IBM Guardium · Microsoft Purview vs Securiti · Sentra vs IBM Guardium
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.
IBM GuardiumFirst choices, of fourteen modelsSecuriti
Direct011 against IBM Guardium
Paraphrase202 against IBM Guardium
Comparative00
Budget-constrained00
Scale-constrained00
Negative001 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 IBM Guardium and Securiti 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 |
IG IBM Guardium SecuritiIG first choiceIG named as an alternativeIG argued againstblank: not namedEach cell is one answer, IBM Guardium on the left and Securiti on the right.
SecuritiIG first choiceIG named as an alternativeIG argued againstblank: not namedEach cell is one answer, IBM Guardium on the left and Securiti on the right.The direct prompt
The plain question, one answer per model, grouped by where IBM Guardium and Securiti stood in it.
Securiti first, IBM Guardium not the choice
1 of 14 modelsIBM Guardium was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXSecuriti, Varonis Data Security Platform alternatives: Cyera, Microsoft Purview
Neither was named
13 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Cyera alternatives: Netwrix, Normalyze, Sentra
GPT-5.4 miniVaronis Data Security Platform alternatives: Microsoft Purview, Teleskope
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
Llama 4 MaverickConcentric, Cyera, Sentra
Qwen 3.7 FlashWiz alternatives: Cyera, Microsoft Defender for Cloud, Orca Security
Kimi K2Wiz alternatives: BigID, Varonis Data Security Platform
MiniMax M2.5Cyera, Sentra alternatives: Concentric, Forcepoint DSPM, Microsoft Purview
GPT-6 LunaWiz DSPM alternatives: Cyera, Microsoft Purview, Sentra
Muse Glimmer 30BSentra alternatives: Concentric AI, Cyera
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
Securiti leads by two points.
Securiti2%#8 of 12IBM Guardium0%#– of 12
The full small business standing →Mid-marketThe figures above
The order flips: IBM Guardium leads at mid-market.
IBM Guardium4%#6 of 12
Securiti2%#8 of 12Enterprise
Level: the same share of first choices.
IBM Guardium2%#7 of 11
Securiti2%#5 of 11What 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
What the models said about Securiti
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend starting with Securiti or Varonis” GLM 4.7 FlashX · direct prompt · first choice
“If you need privacy compliance + broad data governance → BigID or Securiti” DeepSeek V4 Flash · comparative prompt · alternative
“Knowledge graph architecture, unified data governance, AI governance” Kimi K2 · comparative prompt · alternative
Also compared
Microsoft Purview vs IBM GuardiumMicrosoft Purview vs SecuritiSentra vs IBM GuardiumSentra vs SecuritiWiz vs IBM GuardiumWiz vs SecuritiCyera vs IBM GuardiumCyera vs SecuritiVaronis Data Security Platform vs IBM GuardiumVaronis Data Security Platform vs SecuritiIBM Guardium vs BigIDBigID 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.