Process mining for small business buyers
Asked as “process mining tool”, and as “process intelligence platform”, on behalf of a small B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
21%
Contested · Apromore 18%
21Microsoft Power Automate Process Mining18Apromore16Microsoft Power Automate45others
21% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: Microsoft Power Automate Process Mining (21%) replaces Microsoft Power Automate (25% then, 16% now), 5 points clear, inside the 11-point floor.Microsoft Power Automate Process Mining leads at 21%, replacing Microsoft Power Automate, which led at 25% and stands at 16% now: 5 points clear, inside the floor, so the swap reads as unsettled.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small businessMicrosoft Power Automate Process Mining21%Contested↗new leaderNew leader since October 2026: Microsoft Power Automate Process Mining (21%) replaces Microsoft Power Automate (25% then, 16% now), 5 points clear, inside the 11-point floor.This pageMid-marketMicrosoft Power Automate Process Mining29%Contested↗new leaderNew leader since October 2026: Microsoft Power Automate Process Mining (29%) replaces Apromore (19% then, 27% now), 2 points clear, inside the 11-point floor.Standing →Enterprise
Celonis Process Intelligence Platform68%Consensus▲+1Since October 2026: 67% → 68%, +1 point. Inside the 11-point floor: within noise.Standing →
Celonis Process Intelligence Platform68%Consensus▲+1Since October 2026: 67% → 68%, +1 point. Inside the 11-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Microsoft Power Automate Process Mining21%11%37accepted challenger▲+11Since October 2026: 10% → 21%, +11 points. Past the 11-point floor: movement.10% → 21%
02
Apromore18%2%52accepted challenger▲+6Since October 2026: 12% → 18%, +6 points. Inside the 11-point floor: within noise.12% → 18%
Apromore18%2%52accepted challenger▲+6Since October 2026: 12% → 18%, +6 points. Inside the 11-point floor: within noise.12% → 18%03
Microsoft Power Automate16%13%23accepted challenger▼−9Since October 2026: 25% → 16%, −9 points. Inside the 11-point floor: within noise.25% → 16%
Microsoft Power Automate16%13%23accepted challenger▼−9Since October 2026: 25% → 16%, −9 points. Inside the 11-point floor: within noise.25% → 16%04
process.science9%0%13accepted challenger▲+7Since October 2026: 2% → 9%, +7 points. Inside the 11-point floor: within noise.2% → 9%
process.science9%0%13accepted challenger▲+7Since October 2026: 2% → 9%, +7 points. Inside the 11-point floor: within noise.2% → 9%05
Fluxicon Disco5%0%16accepted challenger▲+1Since October 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise.4% → 5%
Fluxicon Disco5%0%16accepted challenger▲+1Since October 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise.4% → 5%06
ProcessMind5%0%16accepted challenger▼−18Since October 2026: 23% → 5%, −18 points. Past the 11-point floor: movement.23% → 5%
ProcessMind5%0%16accepted challenger▼−18Since October 2026: 23% → 5%, −18 points. Past the 11-point floor: movement.23% → 5%07
UiPath Process Mining4%52%48criticized challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%
UiPath Process Mining4%52%48criticized challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%08
Mindzie2%6%17accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Mindzie2%6%17accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%09Disco2%10%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Show the four products at 0%, ordered by negative rate
13Celonis Process Intelligence Platform0%89%62criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
Celonis Process Intelligence Platform0%89%62criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%12SAP Signavio Process Intelligence0%83%47criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
11IBM Process Mining0%82%22criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
10PM4Py0%31%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
Microsoft Power Automate Process Mining vs ApromoreMicrosoft Power Automate Process Mining vs UiPath Process MiningMicrosoft Power Automate Process Mining vs Celonis Process Intelligence Platform
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.All twenty-eight head-to-head pages: the top eight products, each against each
Microsoft Power Automate Process Mining vs PM4PyMicrosoft Power Automate Process Mining vs Microsoft Power AutomateMicrosoft Power Automate Process Mining vs SAP Signavio Process IntelligenceMicrosoft Power Automate Process Mining vs ABBYY TimelineApromore vs UiPath Process MiningApromore vs Celonis Process Intelligence PlatformApromore vs PM4PyApromore vs Microsoft Power AutomateApromore vs SAP Signavio Process IntelligenceApromore vs ABBYY TimelineUiPath Process Mining vs Celonis Process Intelligence PlatformUiPath Process Mining vs PM4PyUiPath Process Mining vs Microsoft Power AutomateUiPath Process Mining vs SAP Signavio Process IntelligenceUiPath Process Mining vs ABBYY TimelineCelonis Process Intelligence Platform vs PM4PyCelonis Process Intelligence Platform vs Microsoft Power AutomateCelonis Process Intelligence Platform vs SAP Signavio Process IntelligenceCelonis Process Intelligence Platform vs ABBYY TimelinePM4Py vs Microsoft Power AutomatePM4Py vs SAP Signavio Process IntelligencePM4Py vs ABBYY TimelineMicrosoft Power Automate vs SAP Signavio Process IntelligenceMicrosoft Power Automate vs ABBYY TimelineSAP Signavio Process Intelligence vs ABBYY Timeline
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
M01
02030405060708D09
P10
I11
S12
13Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Microsoft Power Automate Process Mining21%
02Apromore18%
Apromore18%03Microsoft Power Automate16%
Microsoft Power Automate16%04process.science9%
process.science9%05Fluxicon Disco5%
Fluxicon Disco5%06ProcessMind5%
ProcessMind5%07UiPath Process Mining4%
UiPath Process Mining4%08Mindzie2%
Mindzie2%09Disco2%
10PM4Py0%
11IBM Process Mining0%
12SAP Signavio Process Intelligence0%
13Celonis Process Intelligence Platform0%
Celonis Process Intelligence Platform0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, 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 and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Celonis Process Intelligence Platform89%
55 of 62 labels negative · 14 of 14 models · 24 hard negative
“Celonis, SAP Signavio Process Intelligence, UiPath Process Mining, IBM Process Mining, ARIS and Automation Anywhere are the ones small businesses are most commonly advised to avoid” Muse Glimmer 30B, negative prompt
UiPath Process Mining52%
25 of 48 labels negative · 13 of 14 models · 9 hard negative
“Avoid the heavy, enterprise‑focused platforms (IBM, UiPath, Celonis, the Power Automate Process Mining add‑on, ARIS, etc.)” MiniMax M2.5, negative prompt
SAP Signavio Process Intelligence
83%
39 of 47 labels negative · 12 of 14 models · 20 hard negative
“implementation and subscription costs that are higher than some other platforms, likely ruling it out for many smaller organizations” Claude Haiku 4.5, negative prompt
IBM Process Mining
82%
18 of 22 labels negative · 11 of 14 models · 10 hard negative
“Avoid the heavy, enterprise‑focused platforms (IBM, UiPath, Celonis, the Power Automate Process Mining add‑on, ARIS, etc.)” MiniMax M2.5, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 861 links across 169 sites, every framing counted. Ranked by the number of answers carrying the site or page. 43 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · G244 answers · 71 citations · 12 models
28 answers · 28 citations · 12 models
vendor site · Guideflow27 answers · 27 citations · 11 models
vendor site · Bardeen23 answers · 25 citations · 10 models
23 answers · 24 citations · 9 models
21 answers · 23 citations · 9 models
vendor site · Scribe21 answers · 21 citations · 9 models
publisher (Gane)20 answers · 21 citations · 9 models
vendor site · SourceForge18 answers · 26 citations · 9 models
17 answers · 17 citations · 7 models
vendor site · ProcessMind15 answers · 27 citations · 8 models
15 answers · 18 citations · 6 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
32 answers · 11 models
28 answers · 12 models
27 answers · 11 models
23 answers · 9 models
21 answers · 10 models
21 answers · 9 models
20 answers · 9 models
19 answers · 9 models
16 answers · 7 models
14 answers · 6 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best process mining tool”, “process mining tool”, “process mining tools”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Microsoft parent site Microsoft Power Automate Process Mining 21%, Microsoft Power Automate 16% | 38% | 323 | 2,240,000 | 403,136 | ||||
| Apromore apromore.com Apromore 18%, Apromore Community Edition 4% | 21% | 122 | 590 | 9 | 227 | |||
| process.science process-science.com | 9% | 21 | ||||||
| Fluxicon Disco fluxicon.com | 5% | 23 | 10 | 0 | 139 | |||
| ProcessMind processmind.com | 5% | 23 | 20 | 0 | 750 | 0 | 4 | |
| UiPath Process Mining uipath.com | 4% | 148 | 140 | 3 | 161,995 | $74 | 107 | 6 |
| Mindzie mindzie.com | 2% | 29 | 30 | 0 | 22 | |||
| Disco | 2% | 1,220,000 | 46,090 | |||||
| Minit | 2% | |||||||
| ProM | 2% | 90,500 | 92,715 |
Google's top ten for the three searches hold 18 sites; 2 of them are among the sites the models cited here (processmind.com, trycaddi.com). The first result for “best process mining tool” is decisions.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best process mining tool for a small B2B company?”Paraphrase“Which process intelligence platform would you recommend to a small business that sells to other businesses?”Comparative“What are the top process mining tools for a small team and how do they differ?”Budget-constrained“What is the best process mining tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a process mining tool. What should we look at?”Negative“Which process mining tools should a small business avoid or be cautious about?”
Claude Haiku 4.5Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceMicrosoft Power Automate, ZapierChangedagainst: ARIS Process Mining, Celonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process IntelligenceMicrosoft Power Automate Process Miningno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence
Three alternatives
Apromore, Mindzie, ProcessMindTwo alternatives
Apollo.io, HubSpot Sales HubThree alternatives
Fluxicon Disco, Mindzie, ProcessMindThree alternatives
Apromore, Mindzie, ProMGPT-5.4 miniUiPath Process Miningagainst: IBM Process MiningUiPath Process MiningHeldagainst: Celonis Process Intelligence PlatformApromore, Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, UiPath Process MiningApromore, Microsoft Power Automateagainst: Celonis Process Intelligence Platform, UiPath Process Miningno first choiceagainst: Automation Anywhere Agentic Process Automation, IBM Process Mining, UiPath Process Mining
Two alternatives
Apromore, Celonis Process Intelligence PlatformOne alternative
SAP Signavio Process IntelligenceGemini 3.5 FlashMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceMicrosoft Power Automate Process MiningHeldagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceFluxicon Discoagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceFluxicon Discoagainst: Celonis Process Intelligence Platform, ProM Framework, SAP Signavio Process IntelligenceFluxicon Discoagainst: ABBYY Timeline, Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process Miningagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, Software AG
Three alternatives
Apromore, Fluxicon Disco, process.scienceFour alternatives
Apromore, Caddi, Fluxicon Disco, MindzieFour alternatives
Apromore, Microsoft Power Automate Process Mining, Mindzie, UiPath Process MiningFour alternatives
Apromore, Microsoft Power Automate Process Mining, PM4Py, bupaRTwo alternatives
Apromore, Microsoft Power Automate Process MiningPerplexity SonarMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence PlatformMicrosoft Power Automate Process MiningHeldagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceApromore, Disco, Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, PM4Py, SAP Signavio Process Intelligenceno first choiceagainst: ARIS Process Mining, Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Three alternatives
Apromore, SAP Signavio Process Intelligence, UiPath Process MiningTwo alternatives
Mindzie, ProcessMindFour alternatives
Fluxicon Disco, PM4Py, SAP Signavio Process Intelligence, UiPath Process MiningFour alternatives
Apromore, ProcessMind, UiPath Process Mining, mindzie Desktop EditionGrok 4.20Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningMicrosoft Power AutomateChangedagainst: Celonis Process Intelligence Platform, Pipefy, Process Street, SAP Signavio Process IntelligenceMicrosoft Power Automate, Mindzie, ProcessMindagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceApromoreagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningScribe Optimizeagainst: ARIS Process Mining, Celonis Process Intelligence Platform, IBM Process Mining, PM4Py, SAP Signavio Process Intelligenceagainst: Celonis Process Intelligence Platform, IBM Process Mining, Microsoft Power Automate Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Two alternatives
Apromore, process.scienceTwo alternatives
Apromore, ProcessMaker PITwo alternatives
Apromore, UiPath Process MiningThree alternatives
Fluxicon Disco, Microsoft Power Automate Process Mining, PM4PyFour alternatives
KYP.ai, Kye.ai, Microsoft Power Automate Process Mining, UiPath Process MiningMistral SmallMicrosoft Power Automate, ProcessMindagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningMicrosoft Power Platform with Process AdvisorChangedApromore, Fluxicon Discoagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceApromore, process.scienceno first choiceagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process Mining
One alternative
ApromoreFour alternatives
Make, Nintex Promapp, Twilio Segment, ZapierTwo alternatives
Microsoft Power Automate, UiPath Process MiningOne alternative
ProcessMindDeepSeek V4 FlashApromore, Mindzieagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process IntelligenceApromoreChangedagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process IntelligenceApromore, Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligenceprocess.scienceagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningMicrosoft Power Automateagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligenceagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Two alternatives
Microsoft Power Automate, UiPath Process MiningThree alternatives
Fluxicon Disco, Microsoft Power Automate, ProcessMindOne alternative
UiPath Process MiningTwo alternatives
Apromore, Microsoft Power AutomateTwo alternatives
Apromore, IBM Process MiningLlama 4 Maverickno first choiceMicrosoft Power AutomateChangedno first choiceApromore, Microsoft Power Automate Process Miningno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Qwen 3.7 FlashMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence PlatformDisco, MinitChangedagainst: Celonis Process Intelligence PlatformDiscoprocess.scienceagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligenceno first choiceagainst: Celonis Process Intelligence Platform, UiPath Process Miningagainst: Bizagi, Celonis Process Intelligence Platform, IBM Business Automation Insights, Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process Mining
Three alternatives
Apromore, SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
NintexThree alternatives
Apromore, Celonis Business Foundation, Flair.aiTwo alternatives
Apromore, Microsoft Power Automate Process MiningKimi K2Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process IntelligenceProcess StreetChangedagainst: Celonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningApromore Community Editionagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningApromoreagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligenceagainst: Celonis Process Intelligence Platform, PM4Py, ProM, SAP Signavio Process Intelligence, UiPath Process Mining
Two alternatives
Apromore, MindzieThree alternatives
Microsoft Power Automate, Pipefy, ProcessMindTwo alternatives
Apromore, IBM Process MiningFour alternatives
Microsoft Power Automate, PM4Py, ProM Framework, process.scienceThree alternatives
ABBYY Timeline, IGX360 Insights, Microsoft Power Automate Process MiningGLM 4.7 FlashXprocess.scienceagainst: Celonis Process Intelligence Platform, Signavio, UiPath Process MiningProcessMindChangedagainst: UiPath Process MiningApromore, Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence PlatformProM, process.scienceagainst: Discono first choiceagainst: ABBYY Timeline, Apromore, Celonis Process Intelligence Platform, IBM Process Mining, Microsoft Power Automate Process Mining, Mindzie, SAP Signavio Process Intelligence, UiPath Process Mining
Two alternatives
ABBYY Timeline, MinitTwo alternatives
Apromore, Microsoft Power AutomateThree alternatives
IBM Process Mining, SAP Signavio Process Transformation Suite, UiPath Process MiningTwo alternatives
Apromore, PM4PyMiniMax M2.5Microsoft Power Automate Process MiningMicrosoft Power AutomateChangedno first choiceagainst: IBM Process MiningApromore, Fluxicon Discono first choiceagainst: ARIS Process Mining, Automation Anywhere Agentic Process Automation, Celonis Process Intelligence Platform, IBM Process Mining, Microsoft Power Automate Process Mining, UiPath Process Mining
Two alternatives
Apromore, process.scienceOne alternative
ProcessMindFive alternatives
Apromore, Disco, Microsoft Power Automate, UiPath Process Mining, process.scienceOne alternative
Microsoft Power AutomateGPT-6 LunaApromoreagainst: Microsoft Power AutomateCelonis Free PlanChangedagainst: Microsoft Power Automate Process MiningApromoreagainst: UiPath Process MiningPower Automate Process Miningno first choiceagainst: Celonis Process Intelligence Platform, PM4Py, Power Automate Process Mining add-on, ProM, SAP Signavio Process Intelligence, UiPath Process Mining
One alternative
DiscoThree alternatives
Celonis Process Intelligence Platform, Fluxicon Disco, Microsoft Power Automate Process MiningTwo alternatives
Apromore Community Edition, PM4PyMuse Glimmer 30BApromore, Microsoft Power Automateagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceMicrosoft Power Automate, ProcessMindChangedApromore, Fluxicon Discoagainst: Celonis Process Intelligence PlatformApromore Community Editionagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligenceno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Miningagainst: ARIS Process Mining, Automation Anywhere Agentic Process Automation, Celonis Process Intelligence Platform, IBM Process Mining, Microsoft Power Automate, SAP Signavio Process Manager / Process Intelligence, UiPath Process Mining
Three alternatives
Caddi, Mindzie, WorkfellowFour alternatives
Microsoft Power Automate Process Mining, Mindzie, Minit, UiPath Process MiningSix alternatives
Caddi, Disco, Microsoft Power Automate Process Mining, PM4Py, ProM, process.scienceBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:39 | yes | 15 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:30 | yes | 5 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:13 | no | 0 | 14 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 18:01 | yes | 10 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:19 | yes | 9 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:39 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:16 | yes | 21 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:50 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:37 | yes | 9 | 36 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:09 | yes | 15 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:48 | yes | 24 | 181 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:46 | yes | 23 | 56 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:50 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:43 | yes | 13 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:39 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:17 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:36 | yes | 7 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 10:45 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:34 | yes | 10 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:31 | no | 0 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:31 | yes | 23 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:56 | yes | 10 | 5 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:18 | no | 0 | 26 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:24 | yes | 19 | 53 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:49 | yes | 14 | 17 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:01 | yes | 20 | 59 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:35 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:59 | yes | 12 | 14 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:02 | yes | 18 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:56 | yes | 6 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:18 | yes | 10 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:49 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:56 | yes | 23 | 19 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:08 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:17 | yes | 24 | 36 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:53 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:26 | no | 0 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:22 | yes | 24 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:00 | yes | 13 | 63 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:47 | yes | 19 | 45 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:00 | yes | 6 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:29 | yes | 14 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 19:25 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:42 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 18:24 | yes | 5 | 19 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 16:48 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:32 | yes | 10 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:25 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:36 | yes | 24 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:34 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:20 | yes | 19 | 57 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 19:32 | yes | 10 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 19:01 | yes | 20 | 117 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:26 | yes | 5 | 20 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:56 | yes | 3 | 19 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:56 | yes | 11 | 14 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:30 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:00 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 18:50 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 14:32 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:23 | yes | 5 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:09 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:02 | yes | 25 | 45 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 18:56 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:52 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:10 | yes | 10 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:21 | yes | 22 | 72 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 19:30 | yes | 10 | 68 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:47 | yes | 2 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:24 | yes | 14 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:25 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:46 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:53 | no | 0 | 14 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 14:51 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:38 | yes | 5 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:50 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:13 | yes | 24 | 25 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:19 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:15 | yes | 10 | 30 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:27 | yes | 20 | 49 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:33 | yes | 13 | 34 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:03 | yes | 14 | 106 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:58 | yes | 5 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:12 | yes | 13 | 22 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
ARIS read as ARIS Process Mining
Celonis read as Celonis Process Intelligence Platform
IBM read as IBM Process Mining
Microsoft Process Advisor (Power Automate) read as Microsoft Power Automate Process Mining
Microsoft Process Mining read as Microsoft Power Automate Process Mining
SAP Signavio read as SAP Signavio Process Intelligence
UiPath read as UiPath Process Mining
Unresolved, counted raw
Celonis Business Foundation
Fluxworks
IBM Business Automation Insights
IGX360 Insights
Mewind, formerly Minit
Microsoft Power Platform with Process Advisor
Microsoft Process Mining add-on
Mimica
Nintex Promapp
Open-Source Libraries (PM4Py)
PAFn
Power Automate Process Mining add-on
Process Science
SAP Signavio Process Manager / Process Intelligence
Discontinued, still offered
No shut-down product was recommended here.