Zero of fourteen models named ManageEngine Log360 first on the direct prompt; one named Rapid7 InsightConnect. ManageEngine Log360 was named by eight of the fourteen models and Rapid7 InsightConnect by ten and ManageEngine Log360 carries 18 labels and Rapid7 InsightConnect 19, so the shares are not directly comparable.
Named in five 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 SOAR platforms 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. Four of four in this category shown.
“To Avoid | ManageEngine Log360 | Performance & Support issues” Qwen 3.7 Flash · negative prompt · hard negative
“Avoid entirely if your primary need is SOAR.” DeepSeek V4 Flash · negative prompt · hard negative
“ManageEngine Log360 seems to be one of the most affordable options, with pricing starting at around $795 per year for 10 log sources.” MiniMax M2.5 · budget prompt · first choice
“My top recommendation for most budget-conscious companies: ManageEngine Log360 at $795/year” GLM 4.7 FlashX · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“These platforms have received mixed-to-negative reviews from some users” MiniMax M2.5 · negative prompt · soft negative
“Rapid7 is more approachable but still requires significant tuning.” Grok 4.20 · negative prompt · soft negative
“Rapid7 InsightConnect (Best Overall for Mid-Market)” Claude Haiku 4.5 · direct prompt · first choice
“Practical no-code automation and natural integration with Rapid7 products; specifically positioned for mid-market teams.” Perplexity Sonar · direct prompt · alternative
“mentioned as options that provide a good balance of cost and functionality for small to mid-sized businesses” MiniMax M2.5 · budget prompt · alternative
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.