Process mining for small business buyers
Asked as “process mining tool”, and as “process intelligence platform”, on behalf of a small B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
25%
Contested · ProcessMind 23%
25Microsoft Power Automate23ProcessMind12Apromore40others
25% of first choices, contested.
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.
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 rateLabelsQuadrant
Show the two products at 0%, ordered by negative rate
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
All twenty-eight head-to-head pages: the top eight products, each against each
Apromore vs Microsoft Power AutomateApromore vs SAP Signavio Process IntelligenceApromore vs Celonis Process Intelligence PlatformApromore vs PM4PyMicrosoft Power Automate Process Mining vs IBM Process MiningMicrosoft Power Automate Process Mining vs UiPath Process MiningMicrosoft Power Automate Process Mining vs Microsoft Power AutomateMicrosoft Power Automate Process Mining vs SAP Signavio Process IntelligenceMicrosoft Power Automate Process Mining vs Celonis Process Intelligence PlatformMicrosoft Power Automate Process Mining vs PM4PyIBM Process Mining vs UiPath Process MiningIBM Process Mining vs Microsoft Power AutomateIBM Process Mining vs SAP Signavio Process IntelligenceIBM Process Mining vs Celonis Process Intelligence PlatformIBM Process Mining vs PM4PyUiPath Process Mining vs Microsoft Power AutomateUiPath Process Mining vs SAP Signavio Process IntelligenceUiPath Process Mining vs Celonis Process Intelligence PlatformUiPath Process Mining vs PM4PyMicrosoft Power Automate vs SAP Signavio Process IntelligenceMicrosoft Power Automate vs Celonis Process Intelligence PlatformMicrosoft Power Automate vs PM4PySAP Signavio Process Intelligence vs Celonis Process Intelligence PlatformSAP Signavio Process Intelligence vs PM4PyCelonis Process Intelligence Platform vs PM4Py
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 →
01
02
03M04
05
06
07
08
09I10
P11
S12
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Microsoft Power Automate25%
Microsoft Power Automate25%02ProcessMind23%
ProcessMind23%03Apromore12%
Apromore12%04Microsoft Power Automate Process Mining8%
05Fluxicon Disco4%
Fluxicon Disco4%06Mindzie4%
Mindzie4%07Celonis Process Intelligence Platform4%
Celonis Process Intelligence Platform4%08Bizagi2%
Bizagi2%09UiPath Process Mining2%
UiPath Process Mining2%10IBM Process Mining2%
11PM4Py0%
12SAP Signavio Process Intelligence0%
What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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 Platform91%
50 of 55 labels negative · 14 of 14 models · 16 hard negative
“You almost certainly **do not need** a Celonis or SAP Signavio — those are enterprise tools built for organizations with dedicated process teams” DeepSeek V4 Flash, scale prompt
UiPath Process Mining46%
19 of 41 labels negative · 12 of 14 models · 6 hard negative
“avoid enterprise-first platforms like Celonis, SAP Signavio, UiPath Process Mining and IBM Process Mining” Muse Glimmer 30B, negative prompt
SAP Signavio Process Intelligence
74%
23 of 31 labels negative · 10 of 14 models · 12 hard negative
“avoid enterprise-first platforms like Celonis, SAP Signavio, UiPath Process Mining and IBM Process Mining” Muse Glimmer 30B, negative prompt
IBM Process Mining
76%
19 of 25 labels negative · 9 of 14 models · 10 hard negative
“What to Avoid ... **IBM Process Mining**: Minimum $2,885/month, designed for regulated enterprises” Kimi K2, comparative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 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. 1062 links across 170 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Bardeen46 answers · 72 citations · 11 models
vendor site · ProcessMind45 answers · 74 citations · 13 models
vendor site · G240 answers · 64 citations · 12 models
vendor site · G239 answers · 41 citations · 11 models
vendor site · FitGap29 answers · 33 citations · 10 models
vendor site · Softwaresuggest29 answers · 30 citations · 11 models
vendor site · Guideflow28 answers · 28 citations · 11 models
26 answers · 31 citations · 10 models
vendor site · Scribe21 answers · 23 citations · 11 models
20 answers · 21 citations · 8 models
20 answers · 20 citations · 9 models
19 answers · 20 citations · 9 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.
39 answers · 10 models
35 answers · 11 models
29 answers · 12 models
28 answers · 10 models
27 answers · 11 models
26 answers · 10 models
24 answers · 10 models
23 answers · 8 models
20 answers · 8 models
19 answers · 9 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 25%, Microsoft Power Automate Process Mining 8%, Microsoft Process Mining 2%, Microsoft Process Advisor 0% | 35% | 314 | 2,240,000 | 403,136 | ||||
| ProcessMind processmind.com | 23% | 40 | 20 | 0 | 750 | 0 | 4 | |
| Apromore apromore.com Apromore 12%, Apromore Community Edition 0% | 12% | 93 | 590 | 9 | 227 | |||
| Fluxicon Disco fluxicon.com | 4% | 22 | 10 | 0 | 139 | |||
| Mindzie mindzie.com | 4% | 25 | 30 | 0 | 22 | |||
| Celonis Process Intelligence Platform celonis.com | 4% | 183 | 170 | 0 | 18,510 | 120 | ||
| Bizagi bizagi.com | 2% | 22 | 1,000 | 23 | 1,832 | $1,127 | 7 | |
| process.science process-science.com | 2% | 3 | ||||||
| QPR ProcessAnalyzer | 2% | 10 | 0 | |||||
| Apromore's free Community Edition | 2% |
Google's top ten for the three searches hold 18 sites; 2 of them are among the sites the models cited here (learn.g2.com, processmind.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 4.5QPR ProcessAnalyzerMicrosoft Power AutomateChangedagainst: Celonis Process Intelligence PlatformProcessMindagainst: Fluxicon DiscoMicrosoft Power Automateno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence
Four alternatives
Apromore, Microsoft Power Automate Process Mining, Mindzie, ProcessMindOne alternative
ProcessMindThree alternatives
Apromore, Microsoft Power Automate, QPR ProcessAnalyzerFour alternatives
Apromore, Microsoft Process Advisor, Mindzie, QPR ProcessAnalyzerGPT-5.4 miniMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence PlatformIBM Process MiningChangedApromoreagainst: Celonis Process Intelligence PlatformApromoreagainst: IBM Process Mining, UiPath Process Miningno first choiceagainst: IBM Process Mining, Microsoft Power Automate Process Mining, UiPath Process Mining
Two alternatives
IBM Process Mining, UiPath Process MiningTwo alternatives
SAP Signavio Process Intelligence, UiPath Process MiningTwo alternatives
SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
Celonis Free PlanGemini 3.5 FlashFluxicon Discoagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process IntelligenceProcessMindChangedagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceFluxicon Discoagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningProcessMindagainst: 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, ProM, SAP Signavio Process Intelligence, Software AG, UiPath Process Mining
Three alternatives
Apromore, Microsoft Power Automate Process Mining, MindzieThree alternatives
Apromore, Microsoft Power Automate, MindzieFour alternatives
Apromore, MemoryLane, Microsoft Power Automate Process Mining, ProcessMindThree alternatives
Apromore, Microsoft Power Automate, PM4PyFive alternatives
Apromore, Fluxicon Disco, KYP.ai, Kye.ai, ProcessMindPerplexity SonarMicrosoft Power Automate Process Advisoragainst: UiPath Process MiningMicrosoft Power AutomateChangedMicrosoft Power Automateagainst: Celonis Process Intelligence PlatformMicrosoft Power Automateno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Mining
One alternative
ProcessMindOne alternative
UiPath Process MiningFour alternatives
Apromore, Bizagi, SAP Signavio Process Intelligence, UiPath Process MiningTwo alternatives
Bizagi, ProcessMindGrok 4.1 FastMicrosoft Power Automateagainst: Celonis Process Intelligence Platform, SignavioMicrosoft Power Automate Process MiningChangedagainst: Celonis Process Intelligence Platform, IBM Process MiningApromoreagainst: Celonis Process Intelligence Platform, IBM Process Mining, UiPath Process MiningApromore's free Community Editionagainst: Optimus Hiveno first choiceagainst: Celonis Process Intelligence Platformagainst: ARIS Process Mining, Appian, Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Two alternatives
Apromore, UiPath Process MiningThree alternatives
Bizagi, ProcessMind, SAP Signavio Process IntelligenceFour alternatives
Fluxicon Disco, Microsoft Power Automate, Mindzie, ProcessMindThree alternatives
Microsoft Power Automate, PM4Py, ProMFour alternatives
Apromore, Microsoft Power Automate, Scribe Optimize, UiPath Process MiningMistral SmallFluxicon Discoagainst: Celonis Process Intelligence PlatformMicrosoft Power AutomateChangedApromoreagainst: Celonis Process Intelligence PlatformBizagi, Microsoft Power Automateno first choiceagainst: Celonis Process Intelligence Platform, ProMagainst: UiPath Process Mining
One alternative
UiPath Process MiningThree alternatives
Bizagi, Optimus Hive, UiPath PlatformTwo alternatives
Microsoft Power Automate, UiPath Process MiningOne alternative
ProcessMindDeepSeek V4 FlashProcessMindagainst: Celonis Process Intelligence Platform, Microsoft Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningProcessMindHeldagainst: Apromore, Celonis Process Intelligence Platform, IBM Process Mining, QPR ProcessAnalyzer, SignavioApromore, Microsoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, IBM Process MiningApromoreagainst: Celonis Process Intelligence Platform, IBM Process Mining, QPR ProcessAnalyzer, SAP Signavio Process IntelligenceProcessMindagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligenceagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
One alternative
ApromoreOne alternative
Microsoft Power Automate Process MiningOne alternative
UiPath Process MiningThree alternatives
Microsoft Power Automate Process Mining, ProcessMind, process.scienceThree alternatives
Microsoft Power Automate, Mindzie, UiPath Process MiningLlama 4 Maverickno first choiceCelonis Process Intelligence PlatformChangedno first choiceProcessMindno first choiceagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process Mining
Two alternatives
IBM Process Mining, ProcessMindThree alternatives
Appian, Bizagi, Microsoft Power AutomateQwen 3.7 Flashprocess.scienceagainst: Celonis Process Intelligence Platformmonday serviceChangedagainst: Celonis Process Intelligence Platform, UiPath Process MiningFluxicon Discoagainst: Celonis Process Intelligence PlatformApromore, Mindzieagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceMicrosoft Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, Signavioagainst: Celonis Process Intelligence Platform, Minit, ProM, SAP BTP Discovery Suite, UiPath Process Mining
Three alternatives
Disco, Logpickr, Microsoft Power AutomateFour alternatives
Apromore, ClickUp, Make, Process StreetThree alternatives
Apromore, Minit, ProcessGold / Microsoft Power PlatformTwo alternatives
Apromore Community Edition, UiPath Process MiningKimi K2Microsoft Power Automateagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningMicrosoft Power Automate Process MiningChangedagainst: Celonis Process Intelligence Platform, IBM Process MiningApromoreagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningApromoreagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligenceno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence
One alternative
ApromoreThree alternatives
Mindzie, Nintex Process Platform, UiPath Process MiningFour alternatives
Disco, Microsoft Power Automate Process Mining, ProcessMaker Process Intelligence, ProcessMindTwo alternatives
Fluxicon Disco, ProMGLM 4.7 FlashXMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence PlatformProcessMindChangedProcessMindApromoreagainst: Microsoft Power Automate Process Miningno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Mining, Microsoft Power Automate, SAP Signavio Process Intelligence, Scribe Optimize, UiPath Process Mining
Two alternatives
Apromore, UiPath Process MiningTwo alternatives
Microsoft Power Automate, UiPath Process MiningTwo alternatives
Fluxicon Disco, MindzieTwo alternatives
Fluxicon Disco, PM4PyMiniMax M2.5Microsoft Power Automate, Mindzieagainst: Celonis Process Intelligence Platformno first choiceChangedApromore, Mindzieagainst: Celonis Process Intelligence PlatformProcessMindno first choicenothing named
Two alternatives
Fluxicon Disco, UiPath PlatformThree alternatives
Appian, Automation Anywhere, Microsoft Power Automate Process MiningOne alternative
Apromore Community EditionGPT-6 LunaProcessMindagainst: Celonis Process Intelligence PlatformProcessMindHeldMicrosoft Power Automate Process MiningCelonis Process Intelligence Platformno first choiceagainst: Celonis Process Intelligence Platform, Microsoft Power Automate Process Mining, ProM, SAP Signavio Process Intelligence, UiPath Process Mining
One alternative
Microsoft Power AutomateOne alternative
MindzieFour alternatives
Apromore, Celonis Process Intelligence Platform, Fluxicon Disco, PM4PyTwo alternatives
PM4Py, PMTkMuse Glimmer 30BProcessMindagainst: Celonis Process Intelligence PlatformMicrosoft Power Automate, UiPath Process MiningChangedagainst: Celonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence PlatformApromoreagainst: Celonis Process Intelligence Platform, SAP Signavio Process IntelligenceMicrosoft Power Automateagainst: Apromore, Celonis Process Intelligence Platform, Mimica, Skan, Sorocoagainst: ARIS, Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Three alternatives
Fluxicon Disco, Mindzie, PM4PyThree alternatives
Apromore Community Edition, Fluxicon Disco, ProcessMindFour alternatives
Microsoft Power Automate Process Mining, Mindzie, PM4Py, ProM ToolsBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-05 00:20 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:14 | yes | 4 | 9 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:09 | yes | 14 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:29 | yes | 16 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:27 | yes | 20 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:36 | yes | 19 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:34 | yes | 21 | 48 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:23 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:56 | yes | 12 | 40 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:07 | yes | 20 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:19 | yes | 23 | 79 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:30 | yes | 8 | 31 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:22 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:38 | yes | 15 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:30 | yes | 18 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:44 | yes | 5 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:23 | yes | 15 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:06 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:23 | yes | 21 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:48 | yes | 13 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:56 | yes | 24 | 49 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:17 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:47 | no | 0 | 33 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:55 | yes | 17 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:23 | yes | 19 | 32 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:10 | yes | 5 | 50 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:30 | yes | 3 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:14 | yes | 15 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:36 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:57 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:56 | yes | 18 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:56 | yes | 15 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:10 | yes | 18 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:49 | yes | 24 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:05 | yes | 21 | 62 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:25 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:29 | no | 0 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:33 | yes | 23 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:32 | yes | 20 | 127 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:56 | yes | 14 | 27 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:44 | yes | 6 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:51 | yes | 19 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:11 | yes | 9 | 6 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:08 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:54 | yes | 23 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:00 | yes | 16 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:22 | yes | 21 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:14 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:56 | yes | 23 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:22 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:28 | yes | 15 | 27 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:19 | yes | 9 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:20 | yes | 24 | 57 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:03 | yes | 14 | 43 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:24 | yes | 3 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:31 | yes | 11 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:48 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:24 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:18 | yes | 8 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 01:12 | yes | 16 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:00 | yes | 15 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:49 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:10 | yes | 20 | 59 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:14 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:30 | yes | 15 | 47 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:20 | yes | 15 | 17 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:24 | yes | 15 | 25 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:57 | no | 0 | 7 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:55 | yes | 1 | 15 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:29 | yes | 14 | 32 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:33 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:15 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:07 | yes | 24 | 34 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:36 | yes | 17 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:38 | yes | 20 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:20 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:50 | yes | 22 | 42 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:45 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:56 | yes | 14 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:23 | yes | 17 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:19 | yes | 18 | 42 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:53 | yes | 5 | 20 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:29 | yes | 5 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:53 | yes | 21 | 26 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
Celonis read as Celonis Process Intelligence Platform
IBM read as IBM Process Mining
SAP Signavio read as SAP Signavio Process Intelligence
UiPath read as UiPath Process Mining
UiPath Process Intelligence read as UiPath Process Mining
Unresolved, counted raw
Appvance/KYP
Apromore's free Community Edition
BusinessOptix
CQNet
Kye.ai
MemoryLane
Microsoft Power Automate Process Advisor
Mimica
Nintex Process Platform
PMTk
Pekshe
ProM Tools
ProcessGold / Microsoft Power Platform
ProcessMaker Process Intelligence
ProcessOn (Disco)
SAP BTP Discovery Suite
Soroco
UiPath Platform
Discontinued, still offered
No shut-down product was recommended here.