Two of fourteen models named Apromore first on the direct prompt; zero named SAP Signavio Process Intelligence. Apromore was named by thirteen of the fourteen models and SAP Signavio Process Intelligence by fourteen and Apromore carries 37 labels and SAP Signavio Process Intelligence 47, so the shares are not 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 SAP Signavio Process Intelligence were named in the same answer sixty-six times, of the 95 answers naming Apromore and the 144 naming SAP Signavio Process Intelligence. In those answers SAP Signavio Process Intelligence took the first choice three times and Apromore ten.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | SS | SS | ||||
| GPT-5.4 mini | SS | SS | ||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | SS | SS | ||||
| Grok 4.1 Fast | SS | SS | ||||
| Mistral Small | SS | SS | SS | |||
| DeepSeek V4 Flash | SS | SS | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | SS | SS | SS | |||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | SS | |||||
| MiniMax M2.5 | SS | |||||
| GPT-6 Luna | SS | |||||
| Muse Glimmer 30B | SS |
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.
“SAP Signavio | $150K–$700K/year | Heavy SAP-native positioning; enterprise price tags” Kimi K2 · direct prompt · hard negative
“SAP Signavio ($150K–$700K/year) are far out of scope for most limited budgets” DeepSeek V4 Flash · budget prompt · hard negative
“$150K–$700K/year — only makes sense if you're deeply invested in SAP.” DeepSeek V4 Flash · direct prompt · hard negative
“If your stack is primarily SAP and you are planning a massive ERP migration: Choose SAP Signavio.” Gemini 3.5 Flash · comparative prompt · first choice
“SAP Signavio for SAP-aligned process mining + modelling + simulation with collaborative governance” Muse Glimmer 30B · comparative prompt · first choice
“### 1. SAP Signavio – *Best if you use SAP or need end-to-end modeling*” Qwen 3.7 Flash · paraphrase 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.