Two of fourteen models named UiPath Process Mining first on the direct prompt; zero named SAP Signavio Process Intelligence. Both were named by all fourteen models and UiPath Process Mining carries 50 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, UiPath Process Mining and SAP Signavio Process Intelligence were named in the same answer 112 times, of the 152 answers naming UiPath Process Mining and the 144 naming SAP Signavio Process Intelligence. In those answers SAP Signavio Process Intelligence took the first choice five times and UiPath Process Mining five.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | SS | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | SS | SS | SS | |||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | SS | |||||
| DeepSeek V4 Flash | SS | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | SS | SS | ||||
| Kimi K2 | SS | |||||
| GLM 4.7 FlashX | SS | |||||
| MiniMax M2.5 | SS | |||||
| 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. Six of eight in this category shown.
“standalone mining feels limited. Enterprise pricing ($24K–$200K+ annually reported) and integration complexity for non-RPA users.” Grok 4.1 Fast · negative prompt · soft negative
“Verdict: Be cautious, particularly if you need robust data connectivity or accurate process analytics out of the box.” DeepSeek V4 Flash · negative prompt · soft negative
“Caution: be cautious if you do not already use UiPath RPA, have messy/unstructured event logs and limited ETL capacity” Muse Glimmer 30B · negative prompt · soft negative
“I'd usually recommend UiPath Process Intelligence if you want the best balance of discovery, automation follow-through, and scalability” GPT-5.4 mini · paraphrase prompt · first choice
“UiPath Process Mining | Automation teams, RPA integration | $25/user/mo | 4.4/5” Grok 4.1 Fast · scale prompt · first choice
“Best overall for many mid-market B2B firms: UiPath Process Mining” GPT-5.4 mini · direct 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.