Robotic process automation for enterprise buyers
Asked as “RPA platform”, and as “robotic process automation software”, on behalf of an enterprise B2B company. 55 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
58%
Clear leader
58UiPath22Microsoft Power Automate11Automation Anywhere09others
58% 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 fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product 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
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
03S04
05
06Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01UiPath58%
UiPath58%02Microsoft Power Automate22%
Microsoft Power Automate22%03Automation Anywhere11%
Automation Anywhere11%04SS&C Blue Prism4%
05Blue Prism4%
Blue Prism4%06Pega0%
Pega0%What they warned about
Ten of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Mistral Small, Kimi K2 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.
Microsoft Power Automate18%
12 of 66 labels negative · 11 of 14 models
“Microsoft Power Automate is an excellent, leader-tier platform, but *only* when fully backed by Premium enterprise cloud orchestration” Gemini 3.5 Flash, negative prompt
UiPath16%
12 of 76 labels negative · 10 of 14 models
“UiPath's own filing notes increasing competition from adjacent platforms and warns customers may be cautious about investing if the platform is hard to integrate into business architecture.” GPT-5.4 mini, negative prompt
Automation Anywhere15%
10 of 68 labels negative · 9 of 14 models
“traditional licensing models (like UiPath or Automation Anywhere's standard per-user/per-bot licenses) present a massive budget risk” Gemini 3.5 Flash, budget prompt
Blue Prism38%
9 of 24 labels negative · 8 of 14 models
“SS&C Blue Prism (only if you've already invested heavily in its ecosystem — otherwise, consider the acquisition risk)” DeepSeek V4 Flash, negative 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
79 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. 1092 links across 308 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 · Blue Prism49 answers · 74 citations · 14 models
39 answers · 55 citations · 12 models
vendor site · Rework23 answers · 25 citations · 10 models
22 answers · 23 citations · 10 models
vendor site · G222 answers · 23 citations · 11 models
22 answers · 22 citations · 9 models
21 answers · 21 citations · 8 models
20 answers · 20 citations · 8 models
vendor site · Automation Anywhere19 answers · 28 citations · 11 models
vendor site · UiPath19 answers · 24 citations · 8 models
18 answers · 18 citations · 10 models
15 answers · 17 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.
34 answers · 12 models
23 answers · 10 models
21 answers · 9 models
21 answers · 8 models
20 answers · 8 models
18 answers · 10 models
15 answers · 9 models
14 answers · 6 models
14 answers · 8 models
13 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 rpa platform”, “rpa platform”, “rpa platforms”. 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 |
|---|---|---|---|---|---|---|---|---|
| UiPath uipath.com | 58% | 207 | 27,100 | 1,854 | 161,995 | $74 | 107 | 1 |
| Microsoft parent site Microsoft Power Automate 22% | 22% | 314 | 2,240,000 | 403,136 | ||||
| Automation Anywhere automationanywhere.com | 11% | 203 | 6,600 | 302 | 45,595 | 20 | 3 | |
| SS&C Blue Prism | 4% | 10 | ||||||
| Blue Prism blueprism.com | 4% | 58 | 1,900 | 245 | 22,901 | 19 | 4 | |
| OpenBots | 2% | |||||||
| Pega pega.com | 0% | 54 | 8,100 | 4,513 | 39,887 | 120 | ||
| IBM parent site IBM Robotic Process Automation 0% | 0% | 13 | 201,000 | 34,098 | ||||
| Pega Robotic Automation | 0% | |||||||
| SAP parent site SAP Build Process Automation 0%, SAP® Build 0% | 0% | 10 | 135,000 | 74,309 |
Google's top ten for the three searches hold 18 sites; 5 of them are among the sites the models cited here (automationanywhere.com, auxis.com, blueprism.com, g2.com, uipath.com). The first result for “best rpa platform” is g2.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 RPA platform for an enterprise B2B company?”Paraphrase“Which robotic process automation software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade RPA platforms and how do they differ?”Budget-constrained“What is the best RPA platform 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 RPA platform. What should we look at?”Negative“Which RPA platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5UiPathAutomation Anywhere, UiPathChangedUiPathMicrosoft Power Automateagainst: UiPathno first choiceagainst: Blue Prism, Microsoft Power Automate, UiPath
Five alternatives
Automation Anywhere, Microsoft Power Automate, Pega, SAP Build Process Automation, SS&C Blue PrismThree alternatives
Automation Anywhere, Blue Prism, Microsoft Power AutomateGPT-5.4 miniUiPathUiPathHeldUiPathSS&C Blue Prismagainst: Microsoft Power AutomateAutomation Anywhere, UiPathagainst: UiPath
Three alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismTwo alternatives
Automation Anywhere, SS&C Blue PrismFive alternatives
Automation Anywhere, Microsoft Power Automate, NICE, Pega, SS&C Blue PrismOne alternative
UiPathGemini 3.5 FlashUiPathUiPathHeldUiPathMicrosoft Power Automate, OpenBotsagainst: Automation Anywhere, UiPathno first choiceagainst: Laiye, Microsoft Power Automate, Playwright, Puppeteer, SS&C Blue Prism, Samsung SDS, Selenium, Selenium IDE, UI.Vision, iMacros
Three alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismTwo alternatives
ElectroNeek, Robotiq.aiPerplexity SonarUiPathUiPathHeldUiPathMicrosoft Power Automateno first choiceagainst: Automation Anywhere, Blue Prism, Fortra Automate, Microsoft Power Automate, Nintex
Four alternatives
Automation Anywhere, Microsoft Power Automate, Pega, SS&C Blue PrismTwo alternatives
Automation Anywhere, Microsoft Power AutomateFour alternatives
Automation Anywhere, Microsoft Power Automate, Pega, SS&C Blue PrismOne alternative
UiPathGrok 4.1 FastUiPathUiPathHeldUiPathMicrosoft Power Automateagainst: SS&C Blue PrismAutomation Anywhere, UiPathagainst: Appian, Automation Anywhere, Kofax, Microsoft Power Automate, Pega, SS&C Blue Prism, UiPath
Three alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismTwo alternatives
Automation Anywhere, UiPathOne alternative
Microsoft Power AutomateMistral SmallUiPathSS&C Blue Prism, UiPathChangedUiPathAutomation Anywhere, Blue Prism, UiPathno first choiceagainst: Camunda, Kissflow
Two alternatives
Automation Anywhere, SS&C Blue PrismTwo alternatives
IBM Robotic Process Automation, Pega Robotic AutomationFour alternatives
Automation Anywhere, Blue Prism, Microsoft Power Automate, PegaDeepSeek V4 FlashUiPathUiPathHeldUiPathMicrosoft Power Automateagainst: Automation Anywhere, Blue Prism, UiPathAutomation Anywhere, UiPathagainst: Appian RPA, Blue Prism, Foxtrot RPA, IBM Robotic Process Automation, Kofax Kapow, Nintex, Pega RPA, WinAutomation/NICE, WorkFusion, Zoho RPA
Five alternatives
Automation Anywhere, Microsoft Power Automate, Pega, SAP Build Process Automation, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismTwo alternatives
Blue Prism, Microsoft Power AutomateLlama 4 MaverickUiPathUiPathHeldno first choiceno first choiceno first choiceagainst: Automation Anywhere, Blue Prism, UiPath
Two alternatives
Automation Anywhere, Pega Robotic AutomationFour alternatives
Automation Anywhere, IBM Robotic Process Automation, Pega Robotic Automation, SS&C Blue PrismQwen 3.7 FlashUiPathUiPathHeldUiPathMicrosoft Power AutomateMicrosoft Power Automateagainst: Appian, Automation Anywhere, Blue Prism, Kryon, Microsoft Power Automate, Pega, ServiceNow RPA modules, UiPath, WorkFusion
Three alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Blue Prism, Microsoft Power AutomateTwo alternatives
Blue Prism, UiPathTwo alternatives
Automation Anywhere, UiPathKimi K2Automation Anywhere, UiPathUiPathChangedagainst: Microsoft Power AutomateAutomation Anywhere, UiPathagainst: SAP Build Process AutomationMicrosoft Power Automateagainst: Automation Anywhere, UiPathno first choiceagainst: Appian RPA, Automation Anywhere, Blue Prism, EdgeVerve, Kofax, Microsoft Power Automate, Nintex RPA, UiPath, WorkFusion
Three alternatives
Microsoft Power Automate, Pega, SS&C Blue PrismTwo alternatives
Automation Anywhere, SS&C Blue PrismFour alternatives
Blue Prism, Microsoft Power Automate, Pega, WorkFusionOne alternative
SS&C Blue PrismGLM 4.7 FlashXUiPathUiPathHeldagainst: Microsoft Power AutomateUiPathMicrosoft Power Automateno first choiceagainst: Make, Robomotion, Zapier
Three alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismTwo alternatives
Automation Anywhere, SS&C Blue PrismThree alternatives
Automation Anywhere, Blue Prism, Microsoft Power AutomateOne alternative
UiPathMiniMax M2.5Microsoft Power Automate, UiPathUiPathChangedUiPathMicrosoft Power Automateno first choiceagainst: AutoHotkey scripts, Automation Anywhere, Blue Prism, Kofax RPA, Microsoft Power Automate, NICE RPA, Nintex, Pega, Robot Framework, UiPath, custom Python bots
Three alternatives
Automation Anywhere, Blue Prism, PegaFour alternatives
Automation Anywhere, IBM Robotic Process Automation, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismTwo alternatives
Automation Anywhere, UiPathGPT-6 LunaUiPathUiPathHeldMicrosoft Power AutomateMicrosoft Power Automateno first choiceagainst: IBM Robotic Process Automation, Microsoft Power Automate
Two alternatives
Automation Anywhere, Microsoft Power AutomateTwo alternatives
Automation Anywhere, Microsoft Power AutomateFive alternatives
Automation Anywhere, IBM Robotic Process Automation, SAP Build Process Automation, SS&C Blue Prism, UiPathOne alternative
UiPathMuse Glimmer 30BUiPathUiPathHeldUiPathBlue Prismno first choiceagainst: Appian, Automation Anywhere, Blue Prism, Microsoft Power Automate, OpenRPA, Pega, PythonRPA, Robot Framework, Salesforce MuleSoft RPA, ServiceNow RPA, UiPath
Three alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismFour alternatives
Automation Anywhere, IBM Robotic Process Automation, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, SS&C Blue PrismThree alternatives
Automation Anywhere, Microsoft Power Automate, UiPathBold 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 00:36 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:01 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:25 | yes | 17 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:27 | yes | 19 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:44 | yes | 20 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:59 | yes | 10 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:04 | yes | 20 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:48 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:33 | yes | 10 | 18 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:38 | yes | 15 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:06 | yes | 25 | 35 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:18 | yes | 5 | 14 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:26 | yes | 2 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:31 | yes | 14 | 13 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:07 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:01 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:44 | yes | 11 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:40 | yes | 18 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:01 | yes | 16 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:51 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:36 | yes | 25 | 61 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:40 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:16 | yes | 5 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:40 | yes | 10 | 33 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:51 | yes | 18 | 31 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:55 | yes | 9 | 30 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:57 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:44 | yes | 11 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:58 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:15 | yes | 3 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:27 | yes | 23 | 32 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:23 | yes | 17 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:31 | yes | 14 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:42 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:55 | yes | 22 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:36 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:41 | yes | 10 | 20 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:36 | yes | 20 | 67 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:48 | yes | 24 | 51 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:22 | yes | 10 | 19 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:38 | yes | 8 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:43 | yes | 15 | 42 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:49 | yes | 18 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:15 | yes | 3 | 7 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:57 | yes | 18 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:35 | yes | 19 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:57 | yes | 20 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:40 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:07 | yes | 25 | 49 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:10 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:01 | yes | 9 | 42 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:00 | yes | 22 | 37 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:38 | yes | 24 | 93 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:19 | yes | 19 | 82 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:51 | yes | 2 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:26 | yes | 19 | 36 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:18 | yes | 18 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:20 | yes | 3 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:14 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:53 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:37 | yes | 15 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:26 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:54 | yes | 24 | 71 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:10 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:28 | no | 0 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:46 | yes | 22 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:26 | yes | 25 | 27 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:21 | no | 0 | 47 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:29 | yes | 3 | 25 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:05 | yes | 13 | 27 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:16 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:32 | yes | 5 | 10 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:55 | yes | 21 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 01:48 | yes | 19 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:28 | yes | 24 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:01 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:12 | yes | 25 | 44 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:00 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:22 | yes | 15 | 70 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:42 | yes | 25 | 30 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:22 | yes | 22 | 42 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:18 | yes | 23 | 101 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:56 | yes | 3 | 27 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:43 | yes | 22 | 34 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
IBM RPA read as IBM Robotic Process Automation
Microsoft read as Microsoft Power Automate
SAP read as SAP Build Process Automation
Unresolved, counted raw
AutoHotkey scripts
Foxtrot RPA
Kofax Kapow
Nintex RPA
Pegasystems RPA
Playwright
Puppeteer
PythonRPA
Robotiq.ai
SAP Intelligent RPA
Selenium IDE
ServiceNow RPA
ServiceNow RPA modules
WinAutomation/NICE
custom Python bots
iMacros
Discontinued, still offered
No shut-down product was recommended here.