Two of fourteen models named Corma first on the direct prompt; one named SailPoint Identity Security Cloud. Corma was named by eight of the fourteen models and SailPoint Identity Security Cloud by thirteen and Corma carries 10 labels and SailPoint Identity Security Cloud 53, so the shares are not directly comparable.
Named in four categories this edition.
Named in two 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 identity governance page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Three of three in this category shown.
“Corma - Rated 5/5 for mid-market fit, specifically designed for EU-based mid-market companies with native GDPR compliance.” MiniMax M2.5 · direct prompt · first choice
“Corma - A converged SaaS Management Platform (SMP) and IAM solution built specifically for European mid-market IT teams.” Llama 4 Maverick · paraphrase prompt · first choice
“Corma – EU-mid-market fit 5/5 ... Realistic deployment: under 30 days end-to-end for a 250-employee org.” 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 seven in this category shown.
“Avoid SailPoint and similar enterprise tools unless you have six-figure annual budgets” Kimi K2 · budget prompt · hard negative
“What I'd Avoid for Mid-Sized Companies ... SailPoint | Overkill for mid-market” Kimi K2 · paraphrase prompt · hard negative
“What to Avoid - SailPoint and Saviynt: ... overkill for mid-market companies” Kimi K2 · direct prompt · hard negative
“Strongest in access certification, role management, and AI-driven analytics (IdentityAI). Excellent for complex, large-scale enterprises” Grok 4.20 · comparative prompt · first choice
“Typically viewed as the category leader for large enterprises with complex joiner-mover-leaver processes” GPT-5.4 mini · comparative prompt · first choice
“Market leader; highest overall score (4.6/5) | Extensive governance, compliance focus, AI‑driven analytics” GLM 4.7 FlashX · comparative 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.