# Varonis Data Security Platform vs IBM Guardium: which do AI models recommend for DSPM, October 2026

IT AI Recommendation Index, October 2026 Edition, Data security posture management. Two of fourteen models named Varonis Data Security Platform first on the direct prompt; zero named IBM Guardium. Page: https://it-ai-index.com/security/data-security-posture-management/varonis-data-security-platform-vs-ibm-guardium/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Varonis Data Security Platform | 4% | #5 of 12 | 28% | 40 | 14 of 14 |
| IBM Guardium | 4% | #6 of 12 | 36% | 11 | 8 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: varonis data security platform first (first choices: Varonis Data Security Platform) (alternatives: Microsoft Purview, Teleskope)
- GLM 4.7 FlashX: varonis data security platform first (first choices: Securiti, Varonis Data Security Platform) (alternatives: Cyera, Microsoft Purview)
- Grok 4.1 Fast: neither first, one named (first choices: Sentra) (alternatives: Concentric AI, Cyera, Varonis Data Security Platform)
- Kimi K2: neither first, one named (first choices: Wiz) (alternatives: BigID, Varonis Data Security Platform)
- Claude Haiku 4.5: neither named (first choices: Cyera) (alternatives: Netwrix, Normalyze, Sentra)
- Gemini 3.5 Flash: neither named (first choices: Wiz) (alternatives: CrowdStrike, Cyera, Proofpoint DSPM, Sentra)
- Perplexity Sonar: neither named (first choices: Sentra) (alternatives: Concentric, Cyera, Prisma Cloud DSPM, Wiz)
- Mistral Small: neither named (first choices: Sentra) (alternatives: Concentric, Cyera)
- DeepSeek V4 Flash: neither named (first choices: Sentra) (alternatives: Concentric AI, Cyera)
- Llama 4 Maverick: neither named (first choices: Concentric, Cyera, Sentra)
- Qwen 3.7 Flash: neither named (first choices: Wiz) (alternatives: Cyera, Microsoft Defender for Cloud, Orca Security)
- MiniMax M2.5: neither named (first choices: Cyera, Sentra) (alternatives: Concentric, Forcepoint DSPM, Microsoft Purview)
- GPT-6 Luna: neither named (first choices: Wiz DSPM) (alternatives: Cyera, Microsoft Purview, Sentra)
- Muse Glimmer 30B: neither named (first choices: Sentra) (alternatives: Concentric AI, Cyera)

## What the models said about Varonis Data Security Platform

- "Enterprise-focused, pricing on request" (Kimi K2, budget prompt, hard negative)
- "Varonis is a market leader with high customer satisfaction, but it is widely cited as having a steep learning curve and complex management." (GLM 4.7 FlashX, negative prompt, soft negative)
- "Varonis is frequently cited as a friction point: "Hit friction and high operational costs with agent-based, connector-heavy deployment"" (Muse Glimmer 30B, comparative prompt, soft negative)
- "Choose Varonis if you want the most established "data security platform" path and have a broader security program." (GPT-5.4 mini, direct prompt, first choice)
- "Need pure DSPM with modern cloud focus: Cyera, Varonis." (GPT-5.4 mini, comparative prompt, first choice)
- "I'd recommend starting with Securiti or Varonis" (GLM 4.7 FlashX, direct prompt, first choice)

## What the models said about IBM Guardium

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.