Process mining for enterprise buyers
Asked as “process mining tool”, and as “process intelligence platform”, on behalf of an enterprise B2B company. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each. Added to the September 2026 Edition; 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
67%
Clear leader
67Celonis Process Intelligence Platform20Microsoft Power Automate Process Mining07SAP Signavio Process Intelligence07others
67% of first choices, clear leader.
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 twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four 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.
One product takes 67% of first choices here, so the chart would put seven markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Two products carry a negative rate above 25% in this category.
What they warned about
Ten of twelve models held their first choice under the paraphrase. Mistral Small and MiniMax M2.5 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.
UiPath Process Mining23%
14 of 61 labels negative · 10 of 12 models · 2 hard negative
“Tools to Avoid ... UiPath Process Mining | Consumption-based "Platform Units" make forecasting difficult” Kimi K2, budget prompt
SAP Signavio Process Intelligence
18%
12 of 66 labels negative · 10 of 12 models · 1 hard negative
“Tools to Avoid ... SAP Signavio | $150K–$700K annually; pricing scales with users and modules” Kimi K2, budget prompt
Celonis Process Intelligence Platform15%
11 of 72 labels negative · 9 of 12 models · 2 hard negative
“**Avoid** consumption-based tools (Celonis, UiPath) if predictable TCO is your primary vendor selection criteria” DeepSeek V4 Flash, budget prompt
IBM Process Mining
18%
8 of 45 labels negative · 8 of 12 models
“IBM Process Mining is noted for regulated and hybrid-cloud environments, but smaller teams may struggle with license minimums or deployment complexity.” Mistral Small, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the twelve in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
81 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 1117 links across 191 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Bardeen43 answers · 64 citations · 10 models
vendor site · ProcessMind39 answers · 44 citations · 12 models
vendor site · Guideflow35 answers · 35 citations · 12 models
vendor site · KYP.ai32 answers · 36 citations · 12 models
30 answers · 39 citations · 10 models
vendor site · G230 answers · 30 citations · 11 models
29 answers · 29 citations · 10 models
27 answers · 32 citations · 12 models
25 answers · 25 citations · 11 models
25 answers · 25 citations · 8 models
vendor site · FitGap22 answers · 25 citations · 9 models
vendor site · Signavio21 answers · 24 citations · 13 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.
35 answers · 12 models
32 answers · 10 models
31 answers · 12 models
29 answers · 10 models
27 answers · 11 models
26 answers · 10 models
25 answers · 12 models
25 answers · 11 models
23 answers · 10 models
20 answers · 8 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 |
|---|---|---|---|---|---|---|---|---|
| Celonis Process Intelligence Platform celonis.com | 67% | 183 | 170 | 0 | 18,510 | 120 | ||
| Microsoft parent site Microsoft Power Automate Process Mining 20%, Microsoft Power Automate 0%, Microsoft Power Platform 0%, Microsoft Process Advisor 0% | 20% | 314 | 2,240,000 | 403,136 | ||||
| SAP parent site SAP Signavio Process Intelligence 7% | 7% | 142 | 135,000 | 74,309 | ||||
| IBM parent site IBM Process Mining 4% | 4% | 106 | 201,000 | 34,098 | ||||
| SAP Process Mining by Celonis | 2% | |||||||
| UiPath Process Mining uipath.com | 0% | 145 | 140 | 3 | 161,995 | $74 | 107 | 6 |
| Apromore apromore.com | 0% | 93 | 590 | 9 | 227 | |||
| ABBYY Timeline abbyy.com | 0% | 15 | 30 | 0 | 36,786 | 14 | ||
| Appian appian.com | 0% | 37 | 18,100 | 1,363 | 46,589 | 120 | ||
| Pega pega.com | 0% | 54 | 8,100 | 4,513 | 39,887 | 120 | 1 |
Google's top ten for the three searches hold 18 sites; 3 of them are among the sites the models cited here (learn.g2.com, processexcellencenetwork.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 an enterprise B2B company?”Paraphrase“Which process intelligence platform would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade process mining tools and how do they differ?”Budget-constrained“What is the best process mining tool for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a process mining tool. What should we look at?”Negative“Which process mining tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Celonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platformno first choiceagainst: Apromore, Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Three alternatives
IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningFour alternatives
Appian Platform, IBM Process Mining, SAP Signavio Process Intelligence, ScoutFour alternatives
IBM Process Mining, Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
IBM Process MiningGPT-5.4 miniCelonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformSAP Signavio Process Intelligenceagainst: UiPath Process Miningno first choiceagainst: ABBYY Timeline, ARIS, Apromore, Decisions, IBM Process Mining, MEHRWERK, Microsoft Process Mining, Proxverse, QPR, SAP Signavio Process Intelligence, UiPath Process Mining, iGrafx
Four alternatives
IBM Process Mining, Power Automate Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningTwo alternatives
SAP Signavio Process Intelligence, UiPath Process MiningSix alternatives
Apromore, IBM Process Mining, Microsoft Process Mining, SAP Signavio Process Intelligence, Software AG ARIS, UiPath Process MiningOne alternative
ApromoreGemini 3.5 FlashCelonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process IntelligenceCelonis Process Intelligence Platformagainst: Microsoft Power Automate, PM4Py, ProM, Scribe, bupaR
Three alternatives
IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningThree alternatives
Microsoft Power Automate Process Mining, Pega, SAP Signavio Process IntelligenceFive alternatives
ARIS Process Mining, Apromore, Microsoft Power Automate Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
ApromoreThree alternatives
Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningPerplexity SonarCelonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformIBM Process Miningagainst: Celonis Process Intelligence Platformno first choicenothing named
Three alternatives
IBM Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningTwo alternatives
Appian, SAP Signavio Process IntelligenceFive alternatives
ARIS Process Mining, IBM Process Mining, Microsoft Power Automate Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
Microsoft Power Automate Process MiningGrok 4.1 FastCelonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process MiningCelonis Process Intelligence Platformagainst: Apromore, IBM Process Mining, ProM, SAP Signavio Process Intelligence, Skan, UiPath Process Mining
Two alternatives
SAP Signavio Process Intelligence, UiPath Process MiningFour alternatives
ABBYY Timeline, Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningSeven alternatives
ABBYY Timeline, Appian, IBM Process Mining, Microsoft Power Automate Process Mining, SAP Signavio Process Intelligence, Software AG ARIS Process Mining, UiPath Process MiningOne alternative
IBM Process MiningFour alternatives
ProcessMind, SAP Signavio Process Intelligence, Soroco Scout, UiPath Process MiningMistral SmallCelonis Process Intelligence PlatformCelonis Process Intelligence Platform, SAP Signavio Process IntelligenceChangedCelonis Process Intelligence PlatformIBM Process Miningagainst: Microsoft Power Automate, UiPath Process Miningno first choiceagainst: Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligence
Two alternatives
SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
IBM Process MiningEight alternatives
ABBYY Timeline, Appian, Apromore, MEHRWERK, Microsoft, SAP Signavio Process Intelligence, Software AG, UiPath Process MiningDeepSeek V4 FlashCelonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, IBM Process Mining, UiPath Process Miningno first choiceagainst: ARIS, Celonis Process Intelligence Platform, PM4Py, ProM, UiPath Process Mining
Four alternatives
Apromore, Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningSix alternatives
ARIS, Apromore, IBM Process Mining, Pega, SAP Signavio Process Intelligence, UiPath Process MiningSix alternatives
ARIS, Appian Process Mining, Apromore, Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
SAP Signavio Process IntelligenceLlama 4 Maverickno first choiceno first choiceHeldno first choiceno first choiceno first choicenothing named
Qwen 3.7 FlashCelonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformSAP Signavio Process Intelligenceagainst: IBM Process MiningCelonis Process Intelligence Platformagainst: Microsoft Power Automateagainst: ARIS, Appian, Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process Mining
Three alternatives
Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningThree alternatives
IBM Business Automation Insights, SAP Signavio Process Intelligence, UiPath Process MiningFour alternatives
IBM Process Mining, Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningOne alternative
Celonis Process Intelligence PlatformTwo alternatives
SAP Signavio Process Intelligence, UiPath Process MiningKimi K2Celonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence, UiPath Process Miningno first choiceagainst: ARIS Process Mining, QPR Software, Skan
Three alternatives
Apromore, SAP Signavio Process Intelligence, UiPath Process MiningFour alternatives
IBM Process Mining, Microsoft Power Automate Process Mining, SAP Signavio Process Intelligence, UiPath Process MiningFive alternatives
ABBYY Timeline, Microsoft Power Automate, SAP Signavio Process Intelligence, Software AG, UiPath Process MiningTwo alternatives
Apromore, IBM Process MiningGLM 4.7 FlashXCelonis Process Intelligence PlatformCelonis Process Intelligence PlatformHeldCelonis Process Intelligence PlatformMicrosoft Power Automate Process Miningagainst: Apromore, Celonis Process Intelligence Platform, IBM Process Mining, SAP Signavio Process Intelligenceno first choicenothing named
Three alternatives
Microsoft Process Advisor, SAP Signavio Process Intelligence, UiPath Process MiningFour alternatives
ARIS, Appian Platform, SAP Signavio Process Intelligence, UiPath Process MiningFive alternatives
IBM Process Mining, Microsoft Power Automate Process Mining, SAP Signavio Process Intelligence, Software AG ARIS Process Mining, UiPath Process MiningOne alternative
UiPath Process MiningMiniMax M2.5Celonis Process Intelligence Platform, SAP Process Mining by CelonisCelonis Process Intelligence PlatformChangedCelonis Process Intelligence PlatformMicrosoft Power Automate Process MiningCelonis Process Intelligence Platformagainst: Microsoft Power Automate Process Mining, UiPath Process Mining
Three alternatives
IBM Process Mining, Microsoft Process Mining, SignavioTwo alternatives
Nintex Process Discovery & Mining, SAP Signavio Process IntelligenceThree alternatives
Microsoft Power Automate, SAP Signavio Process Intelligence, UiPath Process MiningThree alternatives
Celonis Process Intelligence Platform, Nintex, SAP Signavio Process IntelligenceThree alternatives
ProcessMind, SAP Signavio Process Intelligence, UiPath Process MiningBold 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
Seventy-two 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 | 2026-10-04 22:33 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:09 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:53 | yes | 10 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:49 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:17 | yes | 22 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:13 | yes | 8 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:23 | yes | 21 | 42 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:02 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:05 | yes | 10 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:45 | yes | 10 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:54 | yes | 23 | 25 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:40 | yes | 5 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:23 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:30 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:46 | yes | 13 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:16 | yes | 20 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:30 | yes | 24 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:53 | yes | 9 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:31 | yes | 23 | 42 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:35 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:47 | yes | 5 | 20 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:58 | yes | 19 | 40 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:57 | yes | 20 | 67 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:02 | yes | 9 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:41 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:25 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:15 | yes | 24 | 33 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:03 | yes | 19 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:40 | yes | 22 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:20 | yes | 14 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:22 | yes | 21 | 49 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:45 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:53 | yes | 15 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:57 | yes | 18 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:38 | yes | 15 | 119 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:24 | yes | 11 | 16 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:25 | yes | 14 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:24 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:36 | yes | 17 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:28 | yes | 17 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:22 | yes | 22 | 24 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:25 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:10 | yes | 21 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:20 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:42 | yes | 18 | 84 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:16 | yes | 21 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:16 | yes | 25 | 77 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:07 | yes | 20 | 45 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:04 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:49 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:37 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:36 | yes | 19 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:13 | yes | 20 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:48 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:27 | yes | 22 | 38 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:20 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:21 | yes | 5 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:45 | yes | 23 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:08 | yes | 18 | 36 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:04 | yes | 5 | 14 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:14 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:42 | yes | 3 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:50 | yes | 17 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:24 | yes | 18 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:12 | yes | 24 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:14 | yes | 24 | 63 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:42 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:55 | yes | 13 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:02 | yes | 25 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:26 | yes | 22 | 64 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:58 | yes | 22 | 45 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
ABBYY read as ABBYY Timeline
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 (formerly ProcessGold) read as UiPath Process Mining
UiPath Process Intelligence read as UiPath Process Mining
UiPath Process Mining / Process Intelligence read as UiPath Process Mining
Unresolved, counted raw
Appian Platform
Appian Process Mining
IBM Business Automation Insights
Nintex Process Discovery & Mining
ProcessGold
Proxverse
SAP Process Mining by Celonis
ServiceNow Process Mining
Soroco Scout
bupaR
Discontinued, still offered
No shut-down product was recommended here.