Index › GTM › GTM data and infrastructure › Automation & iPaaS › Enterprise · September 2026 Edition
Workflow automation and iPaaS for enterprise buyers
Asked as “workflow automation and integration platform”, and as “iPaaS”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
29%
Contested · MuleSoft Anypoint Platform 18%
29Workato18MuleSoft Anypoint Platform14Microsoft Power Automate39others
29% 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 twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the three 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 headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
Workato vs Boomi Enterprise PlatformWorkato vs SnapLogicWorkato vs Tray.aiWorkato vs Pabbly ConnectMake vs n8nMake vs CeligoMake vs Boomi Enterprise PlatformMake vs SnapLogicMake vs Tray.aiMake vs Pabbly Connectn8n vs Celigon8n vs Boomi Enterprise Platformn8n vs SnapLogicn8n vs Tray.ain8n vs Pabbly ConnectCeligo vs Boomi Enterprise PlatformCeligo vs SnapLogicCeligo vs Tray.aiCeligo vs Pabbly ConnectBoomi Enterprise Platform vs SnapLogicBoomi Enterprise Platform vs Tray.aiBoomi Enterprise Platform vs Pabbly ConnectSnapLogic vs Tray.aiSnapLogic vs Pabbly ConnectTray.ai vs Pabbly Connect
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
03
04
05
06
07
08
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Workato29%
Workato29%02MuleSoft Anypoint Platform18%
MuleSoft Anypoint Platform18%03Microsoft Power Automate14%
Microsoft Power Automate14%04Boomi Enterprise Platform10%
Boomi Enterprise Platform10%05n8n2%
n8n2%06Tray.ai2%
Tray.ai2%07Zapier2%
Zapier2%08ServiceNow Flow Designer0%
ServiceNow Flow Designer0%09UiPath0%
UiPath0%10Make0%
Make0%What they warned about
One of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX 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.
Zapier82%
28 of 34 labels negative · 11 of 12 models · 11 hard negative
“Limited enterprise governance: No on-premises deployment; SOC2 Type II only; limited DLP policy controls — disqualifies for GDPR-sensitive EU workflows.” GLM 4.7 FlashX, negative prompt
Make59%
16 of 27 labels negative · 9 of 12 models · 4 hard negative
“Zapier and Make charge based on the number of "tasks" or "operations" executed. At enterprise volumes ... these pricing models scale exponentially” Gemini 3.5 Flash, negative prompt
Workato17%
10 of 59 labels negative · 7 of 12 models · 2 hard negative
“The Risky Option: Why NOT Workato or UiPath? ... costs can spike unexpectedly” Qwen 3.7 Flash, budget prompt
Microsoft Power Automate15%
6 of 39 labels negative · 6 of 12 models · 1 hard negative
“Avoid: - Microsoft Power Automate (when used as primary automation platform)” Mistral Small, negative prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
22 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 296 links across 154 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Gartner8 answers · 10 citations · 4 models
8 answers · 8 citations · 3 models
7 answers · 10 citations · 3 models
vendor site · Dell Boomi6 answers · 7 citations · 2 models
vendor site · Frends5 answers · 8 citations · 3 models
5 answers · 5 citations · 3 models
vendor site · Teamwork.com5 answers · 5 citations · 3 models
5 answers · 5 citations · 2 models
vendor site · Zapier4 answers · 8 citations · 3 models
4 answers · 6 citations · 1 model
vendor site · YouTube4 answers · 5 citations · 1 model
vendor site · Atlassian4 answers · 4 citations · 2 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.
8 answers · 3 models
5 answers · 3 models
5 answers · 3 models
4 answers · 2 models
4 answers · 2 models
4 answers · 1 model
4 answers · 1 model
3 answers · 1 model
3 answers · 1 model
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 workflow automation and integration platform”, “workflow automation and integration platform”. 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 |
|---|---|---|---|---|---|---|---|
| Workato workato.com | 29% | 149 | 14,800 | 405 | 38,042 | $20 | 120 |
| MuleSoft Anypoint Platform mulesoft.com | 18% | 75 | 720 | 4 | 73,982 | 99 | |
| Microsoft parent site Microsoft Power Automate 14% | 14% | 139 | 2,240,000 | 403,136 | |||
| Boomi Enterprise Platform boomi.com | 10% | 70 | 19,837 | $22,810 | 120 | ||
| Celigo celigo.com | 4% | 39 | 5,400 | 140 | 9,670 | $1,097 | 43 |
| Dell Boomi dell.com | 4% | 17 | 13,697,880 | $10,867 | 63 | ||
| n8n n8n.io | 2% | 127 | 165,000 | 2,786 | 133,599 | 42 | |
| Tray.ai tray.ai | 2% | 38 | 390 | 7 | 4,110 | $97 | 1 |
| SnapLogic snaplogic.com | 2% | 12 | 2,900 | 118 | 44,167 | $413 | 0 |
| Jinba jinba.io | 2% | 1 |
Google's top ten for the two searches hold 16 sites; 0 of them are among the sites the models cited here. The first result for “best workflow automation and integration platform” is useparagon.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 workflow automation and integration platform for an enterprise B2B company?”Paraphrase“Which iPaaS would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade workflow automation and integration platforms and how do they differ?”Budget-constrained“What is the best workflow automation and integration 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 workflow automation and integration platform. What should we look at?”Negative“Which workflow automation and integration platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceMuleSoft Anypoint PlatformChangedno first choiceWorkatoagainst: Zapierno first choiceagainst: Zapier
Three alternatives
Boomi Enterprise Platform, Frends iPaaS, WorkatoSeven alternatives
Automation Anywhere, Camunda, Microsoft Power Automate, ProcessMaker, UiPath, Workato, ZapierTwo alternatives
Microsoft Power Automate, NoxusGPT-5.4 miniBoomi Enterprise Platform, WorkatoMuleSoft Anypoint PlatformChangedBoomi Enterprise Platform, Workatoagainst: UiPathBoomi Enterprise Platformno first choiceagainst: IFTTT
One alternative
MuleSoft Anypoint PlatformTwo alternatives
Boomi Enterprise Platform, WorkatoThree alternatives
Microsoft Power Platform, MuleSoft Anypoint Platform, ServiceNow Flow DesignerThree alternatives
Microsoft Power Automate, MuleSoft Anypoint Platform, WorkatoGemini 3.5 FlashWorkatoBoomi Enterprise Platform, MuleSoft Anypoint Platform, WorkatoChangedno first choiceWorkato, n8nWorkatoagainst: Salesforce MuleSoft, Zapieragainst: IFTTT, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Salesforce Flow, TIBCO, Tray.ai, Workato, Zapier
Four alternatives
Boomi Enterprise Platform, Microsoft Power Automate, MuleSoft Anypoint Platform, Tray.aiOne alternative
Microsoft Azure Integration ServicesSeven alternatives
Boomi Enterprise Platform, Informatica Intelligent Cloud Services, Microsoft Azure Integration Services, Microsoft Power Automate, MuleSoft Anypoint Platform, Tray.ai, WorkatoTwo alternatives
Boomi Enterprise Platform, Microsoft Power AutomateOne alternative
Tray.aiPerplexity SonarWorkatoagainst: MakeMuleSoft Anypoint PlatformChangedWorkatoagainst: Make, Zapierself-hosted n8nMicrosoft Power Automate, Workato, Zapieragainst: CrewAI, Kissflow, Make, Microsoft Power Automate, UiPath, Zapier, Zoho Flow, n8n
Three alternatives
Boomi Enterprise Platform, Microsoft Power Automate, n8nThree alternatives
Boomi Enterprise Platform, Informatica Intelligent Cloud Services, SAP Integration SuiteTen alternatives
Appian, Automation Anywhere, BMC Control-M, Beta Systems ANOW! Suite, Broadcom Automic Automation, Microsoft Power Automate, Pega, ServiceNow Flow Designer, Stonebranch UAC, UiPathThree alternatives
Beta Systems ANOW! Suite, Quixy, WorkatoFive alternatives
Kissflow, Nintex, Pipefy, ServiceNow Flow Designer, n8nGrok 4.20Workatoagainst: ZapierDell BoomiChangedWorkatoagainst: ZapierMicrosoft Power Automateagainst: Make, Tray.ai, Workato, Zapier, n8nno first choiceagainst: BMC Control-M, Broadcom Automic Automation, IFTTT, Make, Zapier, n8n
Two alternatives
Boomi Enterprise Platform, MuleSoft Anypoint PlatformOne alternative
MuleSoft Anypoint PlatformFive alternatives
Boomi Enterprise Platform, Celigo, Microsoft Power Automate, MuleSoft Anypoint Platform, Tray.aiMistral SmallMuleSoft Anypoint PlatformMuleSoft Anypoint PlatformHeldWorkatoWorkatoMicrosoft Power Automateagainst: Albato, Appian, BMC Control-M, Broadcom Automic Automation, Google Workspace automation tools, Make, Microsoft Power Automate, Nintex, Pandium, Paragon, Salesforce Agentforce, ServiceNow Flow Designer, Zapier, Zoho Flow
Three alternatives
Cleo Integration Cloud, Dell Boomi, WorkatoTwo alternatives
Boomi Enterprise Platform, WorkatoNine alternatives
Automation Anywhere, Boomi Enterprise Platform, Kissflow, Microsoft Power Automate, Monday.com, MuleSoft Anypoint Platform, SS&C Blue Prism, UiPath, n8nThree alternatives
Boomi Enterprise Platform, Microsoft Power Automate, eZintegrationsFour alternatives
Appian, Jinba, ServiceNow Flow Designer, WorkatoDeepSeek V4 FlashWorkatoagainst: ZapierBoomi Enterprise PlatformChangedagainst: WorkatoWorkatoagainst: Make, Pipedream, Zapier, n8nMicrosoft Power Automateagainst: Azure Logic Apps, Make, MuleSoft Anypoint Platform, Workato, Zapierno first choiceagainst: Make, Zapier, n8n Cloudagainst: Automation Anywhere, BMC Control-M, Broadcom Automic Automation, Make, MuleSoft Anypoint Platform, Pega, UiPath, Zapier
Four alternatives
Boomi Enterprise Platform, Informatica Intelligent Cloud Services, MuleSoft Anypoint Platform, SAP Integration SuiteOne alternative
MuleSoft Anypoint PlatformSix alternatives
Boomi Enterprise Platform, Informatica Intelligent Cloud Services, Microsoft Power Automate, MuleSoft Anypoint Platform, SAP Integration Suite, Tray.aiFour alternatives
Activepieces, Boomi Enterprise Platform, Kissflow, n8nFive alternatives
Boomi Enterprise Platform, MuleSoft Anypoint Platform, SnapLogic, Tray.ai, WorkatoLlama 4 Maverickno first choiceCyclr, MuleSoft Anypoint Platform, SnapLogicChangedno first choiceTray.ai, Workatoagainst: Latenode, Make, ZapierJinbaagainst: Zapier, n8n
Four alternatives
Activepieces, Boomi Enterprise Platform, MuleSoft Anypoint Platform, n8nFour alternatives
Boomi Enterprise Platform, Microsoft Power Automate, ServiceNow Flow Designer, ZapierQwen 3.7 FlashWorkatoDell BoomiChangedMuleSoft Anypoint Platform, Workatoagainst: Make, ZapierMicrosoft Power Automateagainst: Tray.ai, UiPath, Workatono first choicenothing named
Three alternatives
Microsoft Power Automate, MuleSoft Anypoint Platform, ZapierFour alternatives
MuleSoft Anypoint Platform, Oracle Integration Cloud, SAP Integration Suite, WorkatoThree alternatives
Dell Boomi, Microsoft Power Automate, UiPathTwo alternatives
Activepieces, n8nFive alternatives
Boomi Enterprise Platform, Cleo Integration Cloud, IBM webMethods, MuleSoft Anypoint Platform, WorkatoKimi K2CeligoMuleSoft Anypoint PlatformChangedagainst: WorkatoWorkatoagainst: MuleSoft Anypoint Platform, ZapierFrends iPaaSagainst: Boomi Enterprise Platform, MuleSoft Anypoint Platform, Workato, Zapier, n8nMicrosoft Power Automateagainst: Zapieragainst: Automation Anywhere, BMC Control-M, Broadcom Automic Automation, Microsoft Power Automate, MuleSoft Anypoint Platform, ServiceNow Flow Designer, UiPath, Workato, Zapier
Three alternatives
Boomi Enterprise Platform, MuleSoft Anypoint Platform, WorkatoOne alternative
Boomi Enterprise PlatformThree alternatives
Boomi Enterprise Platform, Microsoft Power Automate, n8nTwo alternatives
Jitterbit Harmony, ZenphiThree alternatives
Dell Boomi, MuleSoft Anypoint Platform, WorkatoGLM 4.7 FlashXCeligoagainst: Make, Zapier, n8nMuleSoft Anypoint PlatformChangedWorkatoIBM Cloud Pak for Business AutomationWorkatoagainst: Zapieragainst: Anthropic Computer Use, Appian, Automation Anywhere, IBM watsonx Orchestrate, Improvado, Make, Microsoft Power Automate, OpenAI Operator, Pega, Salesforce Agentforce, ServiceNow Flow Designer, Tray.ai, UiPath, Workato, Zapier, n8n
Three alternatives
Boomi Enterprise Platform, MuleSoft Anypoint Platform, WorkatoOne alternative
Boomi Enterprise PlatformSix alternatives
Appian, Microsoft Power Automate, Pega, ServiceNow Flow Designer, UiPath, n8nFour alternatives
Dell Boomi, IBM Cloud Pak for Data, MuleSoft Anypoint Platform, WorkatoThree alternatives
Boomi Enterprise Platform, Make, Microsoft Power AutomateMiniMax M2.5Workatoagainst: ZapierBoomi Enterprise PlatformChangedMicrosoft Power AutomateMicrosoft Power Automateagainst: MuleSoft Anypoint Platform, ZapierDrata, Vantaagainst: BMC Control-M, Broadcom Automic/AutoSys, Make, Microsoft Power Automate, ServiceNow Workflow, Workato
Three alternatives
Make, Microsoft Power Automate, ServiceNow Flow DesignerTwo alternatives
SnapLogic, WorkatoFive alternatives
Automation Anywhere, Camunda, SAP Build Process Automation, UiPath, WorkatoOne alternative
WorkatoTwo alternatives
AuditBoard, ServiceNow Flow DesignerBold 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.
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 | 2026-09-15 00:38 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:05 | yes | 2 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:22 | yes | 12 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 02:35 | yes | 20 | 19 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:23 | yes | 0 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:17 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:27 | yes | 0 | 33 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:48 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:09 | yes | 0 | 58 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:33 | yes | 0 | 56 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:49 | yes | 0 | 59 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:25 | yes | 0 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:34 | yes | 18 | 16 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:39 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:33 | yes | 9 | 18 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 04:40 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 03:56 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:11 | no | 0 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:20 | yes | 0 | 21 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:00 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:59 | yes | 0 | 56 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 22:57 | yes | 0 | 32 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:41 | yes | 0 | 18 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:34 | yes | 0 | 22 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:29 | yes | 15 | 13 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:52 | yes | 3 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:59 | yes | 14 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:03 | yes | 20 | 16 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:43 | yes | 0 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:15 | yes | 0 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:55 | yes | 0 | 28 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 22:54 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:02 | yes | 0 | 21 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:57 | yes | 0 | 49 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:36 | yes | 0 | 70 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:11 | yes | 0 | 14 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:58 | yes | 8 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:17 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:55 | yes | 14 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 23:54 | yes | 20 | 6 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:41 | yes | 0 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:23 | yes | 0 | 12 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:43 | yes | 0 | 41 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:53 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:09 | yes | 0 | 77 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:46 | yes | 0 | 42 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:20 | yes | 0 | 29 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:24 | yes | 0 | 56 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:36 | yes | 16 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:18 | no | 0 | 12 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:12 | yes | 8 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 04:09 | yes | 20 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:00 | yes | 0 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:48 | yes | 0 | 12 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 05:00 | yes | 0 | 18 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:19 | yes | 0 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:31 | yes | 0 | 39 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:43 | yes | 0 | 62 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:08 | yes | 0 | 34 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:41 | yes | 0 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:26 | yes | 31 | 14 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:26 | yes | 5 | 17 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:05 | yes | 14 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 04:49 | yes | 20 | 7 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:41 | yes | 0 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:36 | yes | 0 | 10 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:09 | yes | 0 | 88 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:04 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:50 | yes | 0 | 57 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:07 | yes | 0 | 53 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:34 | yes | 0 | 35 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:03 | yes | 0 | 16 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
Boomi read as Boomi Enterprise Platform
Boomi (Dell Boomi) read as Boomi Enterprise Platform
Boomi (formerly Dell Boomi) read as Boomi Enterprise Platform
Broadcom Automic read as Broadcom Automic Automation
Frends read as Frends iPaaS
HubSpot read as HubSpot Operations Hub
Informatica read as Informatica Intelligent Cloud Services
Informatica ICS read as Informatica Intelligent Cloud Services
Informatica Intelligent Data Management Cloud (IDMC) read as Informatica Intelligent Cloud Services
Informatica iPaaS read as Informatica Intelligent Cloud Services
Jitterbit read as Jitterbit Harmony
Microsoft (Power Platform) read as Microsoft Power Automate
MuleSoft read as MuleSoft Anypoint Platform
MuleSoft (Anypoint Platform) read as MuleSoft Anypoint Platform
MuleSoft (Anypoint) read as MuleSoft Anypoint Platform
MuleSoft (Salesforce Anypoint Platform) read as MuleSoft Anypoint Platform
MuleSoft (Salesforce) read as MuleSoft Anypoint Platform
MuleSoft (by Salesforce) read as MuleSoft Anypoint Platform
SAP read as SAP Integration Suite
ServiceNow read as ServiceNow Flow Designer
ServiceNow (Workflow + AI Agents) read as ServiceNow Flow Designer
Unresolved, counted raw
AY Automate
Anthropic Computer Use
Azure Integration Services
Bizagi
Coredna
Google Cloud Workflows
Google Workspace automation tools
Hyperproof
IBM Cloud Pak for Business Automation
IBM watsonx Orchestrate
IBM webMethods
Latenode
Microsoft Azure iPaaS (Logic Apps +)
Munro
Noxus
ONEiO
OpenAI Operator
PolicyCortex
Quixy
Salesforce MuleSoft
Serval
Stonebranch
Zenphi
eZintegrations
n8n Cloud
self-hosted n8n
Discontinued, still offered
No shut-down product was recommended here.