Two of fourteen models named Apromore first on the direct prompt; zero named IBM Process Mining. Apromore was named by thirteen of the fourteen models and IBM Process Mining by fourteen and both carry 37 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in one category 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 process mining page.
Across every category in the October 2026 Edition, Apromore and IBM Process Mining were named in the same answer forty-five times, of the 95 answers naming Apromore and the 107 naming IBM Process Mining. In those answers IBM Process Mining took the first choice two times and Apromore eight.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | IP | IP | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | IP | |||||
| Grok 4.1 Fast | IP | IP | ||||
| Mistral Small | IP | IP | ||||
| DeepSeek V4 Flash | IP | IP | IP | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | IP | IP | ||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | IP | IP | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | IP | IP | IP |
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 five in this category shown.
“Limited compared to commercial version; requires technical expertise” Kimi K2 · negative prompt · soft negative
“Mid-Market & Agile Specialized Tools (e.g., Apromore, Fluxicon Disco, IBM Process Mining): Often much faster to implement, cost-effective” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend starting with Apromore's free Community Edition if you have some technical capability” DeepSeek V4 Flash · budget prompt · first choice
“For most budget-conscious companies, I'd recommend starting with Apromore Community Edition” Kimi K2 · budget prompt · first choice
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 I would avoid on a limited budget: Celonis, IBM Process Mining, and similar enterprise suites” GPT-5.4 mini · budget prompt · hard negative
“~$4,250/month and enterprise-governance-focused — overkill for most mid-market teams.” DeepSeek V4 Flash · direct prompt · hard negative
“IBM Process Mining starts at ~$4,250/month — still expensive for SMBs” DeepSeek V4 Flash · budget prompt · hard negative
“I would recommend IBM Process Mining if you want a process intelligence platform that is explicitly described as *tailored more to midsize organizations*” Perplexity Sonar · paraphrase prompt · first choice
“For most mid-sized B2B companies, IBM Process Mining or SAP Signavio are the best recommendations.” Mistral Small · paraphrase prompt · first choice
“Mid-Market & Agile Specialized Tools (e.g., Apromore, Fluxicon Disco, IBM Process Mining)” Gemini 3.5 Flash · scale 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.