Workflow automation and iPaaS
Asked as “workflow automation and integration platform”, and as “iPaaS”, on behalf of a mid-market B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
35%
Contested · Make 24%
35Workato24Make09Celigo33others
35% of first choices, contested.
Since October 2026▲+7Since October 2026: 28% → 35%, +7 points. Inside the 11-point floor: within noise.Workato held the lead, +7 points on 28%, inside the 11-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Zapier42%Clear leader↗new leaderNew leader since October 2026: Zapier (42%) replaces Make (44% then, 37% now), 5 points clear, inside the 11-point floor.Standing →Mid-market
Workato35%Contested▲+7Since October 2026: 28% → 35%, +7 points. Inside the 11-point floor: within noise.This pageEnterpriseWorkato43%Clear leader▲+1Since October 2026: 42% → 43%, +1 point. Inside the 11-point floor: within noise.Standing →
Zapier42%Clear leader↗new leaderNew leader since October 2026: Zapier (42%) replaces Make (44% then, 37% now), 5 points clear, inside the 11-point floor.Standing →Mid-marketWorkato35%Contested▲+7Since October 2026: 28% → 35%, +7 points. Inside the 11-point floor: within noise.This pageEnterpriseWorkato43%Clear leader▲+1Since October 2026: 42% → 43%, +1 point. Inside the 11-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Workato35%8%59endorsed leader▲+7Since October 2026: 28% → 35%, +7 points. Inside the 11-point floor: within noise.28% → 35%
Workato35%8%59endorsed leader▲+7Since October 2026: 28% → 35%, +7 points. Inside the 11-point floor: within noise.28% → 35%02
Make24%19%63accepted challenger▲+3Since October 2026: 21% → 24%, +3 points. Inside the 11-point floor: within noise.21% → 24%
Make24%19%63accepted challenger▲+3Since October 2026: 21% → 24%, +3 points. Inside the 11-point floor: within noise.21% → 24%03
Celigo9%5%21accepted challenger▼−3Since October 2026: 12% → 9%, −3 points. Inside the 11-point floor: within noise.12% → 9%
Celigo9%5%21accepted challenger▼−3Since October 2026: 12% → 9%, −3 points. Inside the 11-point floor: within noise.12% → 9%04Zapier9%39%69criticized challenger▲+4Since October 2026: 5% → 9%, +4 points. Inside the 11-point floor: within noise.5% → 9%
Zapier9%39%69criticized challenger▲+4Since October 2026: 5% → 9%, +4 points. Inside the 11-point floor: within noise.5% → 9%05
n8n5%20%51accepted challenger▼−4Since October 2026: 9% → 5%, −4 points. Inside the 11-point floor: within noise.9% → 5%
n8n5%20%51accepted challenger▼−4Since October 2026: 9% → 5%, −4 points. Inside the 11-point floor: within noise.9% → 5%06
Microsoft Power Automate4%14%50accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
Microsoft Power Automate4%14%50accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%07
Boomi Enterprise Platform4%23%35accepted challenger▼−5Since October 2026: 9% → 4%, −5 points. Inside the 11-point floor: within noise.9% → 4%
Boomi Enterprise Platform4%23%35accepted challenger▼−5Since October 2026: 9% → 4%, −5 points. Inside the 11-point floor: within noise.9% → 4%Show the four products at 0%, ordered by negative rate
11
MuleSoft Anypoint Platform0%50%30criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
MuleSoft Anypoint Platform0%50%30criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10
UiPath0%31%16criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
UiPath0%31%16criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
Monday.com0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Monday.com0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
Tray.ai0%15%20accepted challenger▼−5Since October 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise.5% → 0%
Tray.ai0%15%20accepted challenger▼−5Since October 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise.5% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
All twenty-one head-to-head pages: the top seven products, each against each
Workato vs n8nWorkato vs Microsoft Power AutomateWorkato vs Boomi Enterprise PlatformMake vs CeligoMake vs ZapierMake vs n8nMake vs Microsoft Power AutomateMake vs Boomi Enterprise PlatformCeligo vs ZapierCeligo vs n8nCeligo vs Microsoft Power AutomateCeligo vs Boomi Enterprise PlatformZapier vs n8nZapier vs Microsoft Power AutomateZapier vs Boomi Enterprise Platformn8n vs Microsoft Power Automaten8n vs Boomi Enterprise PlatformMicrosoft Power Automate vs Boomi Enterprise Platform
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Workato35%
Workato35%02Make24%
Make24%03Celigo9%
Celigo9%04Zapier9%
Zapier9%05n8n5%
n8n5%06Microsoft Power Automate4%
Microsoft Power Automate4%07Boomi Enterprise Platform4%
Boomi Enterprise Platform4%08Tray.ai0%
Tray.ai0%09Monday.com0%
Monday.com0%10UiPath0%
UiPath0%11MuleSoft Anypoint Platform0%
MuleSoft Anypoint Platform0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 and GPT-6 Luna 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.
Zapier39%
27 of 69 labels negative · 13 of 14 models · 4 hard negative
“Highest Caution / Often Recommended to Avoid for Most Users - Zapier: Frequently cited for poor customer support” Grok 4.20, negative prompt
Make19%
12 of 63 labels negative · 11 of 14 models · 1 hard negative
“tools not suitable for enterprise-scale automation due to their consumer/SMB focus” Mistral Small, negative prompt
MuleSoft Anypoint Platform50%
15 of 30 labels negative · 8 of 14 models · 3 hard negative
“Avoid starting with MuleSoft or Informatica unless you already have a dedicated integration/API team” Perplexity Sonar, paraphrase prompt
n8n20%
10 of 51 labels negative · 8 of 14 models · 2 hard negative
“n8n — Multiple Critical Vulnerabilities (2025–2026)... The pattern shows that n8n has patched critical vulnerabilities only to have researchers find new bypasses shortly after.” MiniMax M2.5, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
76 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. 882 links across 330 sites, every framing counted. Ranked by the number of answers carrying the site or page. 13 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · ONES.com34 answers · 113 citations · 11 models
vendor site · Zapier29 answers · 60 citations · 10 models
vendor site · Make12 answers · 13 citations · 7 models
vendor site · TrustRadius11 answers · 12 citations · 9 models
11 answers · 11 citations · 7 models
10 answers · 13 citations · 6 models
vendor site · Rework10 answers · 11 citations · 6 models
10 answers · 10 citations · 7 models
9 answers · 17 citations · 6 models
vendor site · Capterra9 answers · 15 citations · 7 models
vendor site · Celigo8 answers · 13 citations · 6 models
vendor site · Frends8 answers · 10 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.
17 answers · 7 models
10 answers · 7 models
10 answers · 7 models
8 answers · 6 models
8 answers · 5 models
7 answers · 7 models
7 answers · 7 models
6 answers · 6 models
6 answers · 5 models
6 answers · 6 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best 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 | 35% | 149 | 14,800 | 405 | 38,042 | $20 | 120 |
| Make make.com | 24% | 165 | 135,000 | 12,939,045 | 439,031 | 76 | |
| Celigo celigo.com Celigo 9%, Celigo Integrator.io 2% | 11% | 39 | 5,400 | 140 | 9,670 | $1,097 | 43 |
| Zapier zapier.com | 9% | 222 | 165,000 | 2,145 | 7,333,309 | $230 | 120 |
| n8n n8n.io | 5% | 127 | 165,000 | 2,786 | 133,599 | 42 | |
| Microsoft parent site Microsoft Power Automate 4% | 4% | 139 | 2,240,000 | 403,136 | |||
| Boomi Enterprise Platform boomi.com | 4% | 70 | 19,837 | $22,810 | 120 | ||
| ClickUp clickup.com | 2% | 159 | 201,000 | 1,733 | 322,021 | $1,470 | 120 |
| ONES.com ones.com | 2% | 28 | 1,300 | 0 | 145,123 | ||
| Cleo Integration Cloud cleo.com | 2% | 7 | 170 | 1 | 63,575 | 41 |
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 a mid-market B2B company?”Paraphrase“Which iPaaS would you recommend to a mid-sized B2B company?”Comparative“What are the top workflow automation and integration platforms and how do they differ?”Budget-constrained“What is the best workflow automation and integration platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a workflow automation and integration platform. What should we look at?”Negative“Which workflow automation and integration platforms should I avoid or be cautious about?”
Claude Haiku 4.5HubSpot Marketing HubCeligoChangedno first choiceMakeno first choiceagainst: IFTTT
Three alternatives
Boomi Enterprise Platform, Workato, ZapierTwo alternatives
Boomi Enterprise Platform, WorkatoThree alternatives
ClickUp, Integrately, n8nGPT-5.4 miniWorkatoagainst: MuleSoft Anypoint PlatformBoomi Enterprise PlatformChangedagainst: MuleSoft Anypoint PlatformZapierMakeagainst: Zapierno first choiceagainst: Make, Microsoft Power Automate, Zapier, n8n
Two alternatives
Boomi Enterprise Platform, ZapierTwo alternatives
Celigo, WorkatoFive alternatives
Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Workato, n8nOne alternative
n8nGemini 3.5 FlashWorkatoagainst: Boomi Enterprise Platform, MuleSoft Anypoint Platform, ZapierCeligoChangedagainst: ZapierZapiern8nagainst: ZapierWorkatoagainst: Boomi Enterprise Platform, MuleSoft Anypoint Platform, Zapieragainst: Dell Boomi, HubSpot Workflows, IBM App Connect, IFTTT, Microsoft Power Automate, MuleSoft Anypoint Platform, Salesforce Flow, Zapier
Three alternatives
Celigo, Make, n8nThree alternatives
Make, Tray.ai, WorkatoSix alternatives
Boomi Enterprise Platform, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Workato, n8nThree alternatives
Activepieces, Make, Microsoft Power AutomateFour alternatives
Make, Microsoft Power Automate, Tray.ai, n8nPerplexity SonarWorkatoagainst: Make, Zapier, n8nWorkatoHeldagainst: Informatica Intelligent Cloud Services, MuleSoft Anypoint PlatformZapierMakeno first choiceagainst: Automation Anywhere, Boomi Enterprise Platform, Integrately, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Pipedream, Tray.ai, UiPath, Workato, Zapier, n8n
Five alternatives
Boomi Enterprise Platform, Celigo, Cleo Integration Cloud, Jitterbit Harmony, Microsoft Power AutomateSeven alternatives
Boomi Enterprise Platform, Celigo, Jitterbit Harmony, Microsoft Power Automate, Paragon, Prismatic, n8nSeven alternatives
Make, Microsoft Power Automate, Pipedream, Tray.ai, UiPath, Workato, n8nFour alternatives
Integrately, Microsoft Power Automate, Zapier, n8nGrok 4.20WorkatoWorkatoHeldagainst: MuleSoft Anypoint Platform, ZapierMake, ZapierMakeMicrosoft Power Automateagainst: Asana, Monday.com, n8nagainst: Boomi Enterprise Platform, Integrately, Make, Microsoft Power Automate, Pabbly Connect, Tray.ai, Workato, Zapier, airSlate, n8n
Five alternatives
Boomi Enterprise Platform, Make, Microsoft Power Automate, Tray.ai, ZapierTwo alternatives
Boomi Enterprise Platform, CeligoFour alternatives
Microsoft Power Automate, UiPath, Workato, n8nThree alternatives
Microsoft Power Automate, Zapier, n8nEight alternatives
Boomi Enterprise Platform, Kissflow, Make, MuleSoft Anypoint Platform, Nintex, Pipefy, Workato, ZapierMistral SmallWorkatoCleo Integration Cloud, Dell BoomiChangedno first choiceMake, Zapierno first choiceagainst: IFTTT, Make, MuleRun, Relay.app, Zapier, airSlate
Four alternatives
Boomi Enterprise Platform, HubSpot Marketing Hub, Microsoft Power Automate, ZapierThree alternatives
Jitterbit Harmony, MuleSoft Anypoint Platform, WorkatoTwo alternatives
Microsoft Power Automate, Monday.comThree alternatives
MuleSoft Anypoint Platform, Workato, ZapierDeepSeek V4 FlashWorkatoCeligo Integrator.ioChangedagainst: Boomi Enterprise Platform, MuleSoft Anypoint Platform, ZapierZapierMake, n8nagainst: ZapierBoomi Enterprise Platform, Workatoagainst: Zapieragainst: Boomi Enterprise Platform, IFTTT, Make, MuleSoft Anypoint Platform, PandaDoc, Workato, Zapier
Five alternatives
Celigo, Make, Tray.ai, Zapier, n8nTwo alternatives
Jitterbit Harmony, WorkatoFive alternatives
Make, Microsoft Power Automate, UiPath, Workato, n8nTwo alternatives
Activepieces, Microsoft Power AutomateFour alternatives
Make, Microsoft Power Automate, Tray.ai, n8nLlama 4 MaverickWorkatono first choiceChangedno first choiceONES.comno first choiceagainst: Microsoft Power Automate, UiPath, Zapier
Seven alternatives
Boomi Enterprise Platform, Celigo, Kye, Make, ServiceNow Flow Designer, SnapLogic, ZapierFour alternatives
ClickUp, Make, Zapier, n8nQwen 3.7 FlashWorkatoWorkatoHeldagainst: MuleSoft Anypoint Platformno first choiceMakeagainst: Zapierno first choiceagainst: Make, Microsoft Power Automate, UiPath, Zapier
Four alternatives
Make, Microsoft Power Automate, Tray.ai, ZapierTwo alternatives
Celigo, Dell BoomiSix alternatives
Make, Microsoft Power Automate, UiPath, Workato, Zapier, n8nFour alternatives
Activepieces, Microsoft Power Automate, ONES.com, n8nEight alternatives
Boomi Enterprise Platform, Make, Microsoft Power Automate, ServiceNow Flow Designer, Tray.ai, Workato, Zapier, n8nKimi K2Zapieragainst: MuleSoft Anypoint PlatformCeligoChangedagainst: Boomi Enterprise Platform, MuleSoft Anypoint Platform, SnapLogicno first choiceMake, n8nagainst: ZapierZapieragainst: UiPathagainst: Make, Tray.ai, Workato, Zapier, n8n
Four alternatives
HubSpot Operations Hub, Make, Tray.ai, WorkatoTwo alternatives
Make, WorkatoSeven alternatives
Automation Anywhere, Make, Microsoft Power Automate, UiPath, Workato, Zapier, n8nTwo alternatives
Monday.com, ONES.comThree alternatives
Make, Microsoft Power Automate, WorkatoGLM 4.7 FlashXWorkatoCeligoChangedagainst: Albato, MuleSoft Anypoint Platform, ZapierZapierMake, ZapierMicrosoft Power Automate, Workatoagainst: UiPath, Zapieragainst: Apache Airflow, Apache DolphinScheduler, Asana, Boomi Enterprise Platform, Celigo, HubSpot Operations Hub, IBM Business Automation Workflow, Jenkins, MLflow, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Red Hat Fuse, Salesforce, Workato, Zapier, Zendesk, Zoom Apps, n8n
Four alternatives
Boomi Enterprise Platform, Make, Microsoft Power Automate, ZapierThree alternatives
Boomi Enterprise Platform, Cleo Integration Cloud, WorkatoFive alternatives
Make, Microsoft Power Automate, UiPath, Workato, n8nTwo alternatives
Microsoft Power Automate, n8nOne alternative
MakeMiniMax M2.5Make, ZapierWorkatoChangedZapierClickUp, Makeagainst: Kissflow, Monday.comno first choiceagainst: Make, Respell, Salesforce — Workflow Rules & Process Builder, Zapier, n8n
Two alternatives
SnapLogic, WorkatoTwo alternatives
Cleo Integration Cloud, Dell BoomiFive alternatives
Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Workato, n8nOne alternative
ZapierThree alternatives
Make, Microsoft Power Automate, ZapierGPT-6 LunaWorkatoCeligoChangedno first choiceMakeno first choiceagainst: Make, Zapier, n8n
Three alternatives
Celigo, Microsoft Power Automate, ZapierTwo alternatives
Boomi Enterprise Platform, WorkatoEight alternatives
Boomi Enterprise Platform, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Pipedream, Workato, Zapier, n8nTwo alternatives
Zapier, n8nFour alternatives
Boomi Enterprise Platform, Microsoft Power Automate, MuleSoft Anypoint Platform, WorkatoMuse Glimmer 30BWorkatoWorkatoHeldMakeMakeno first choiceagainst: Flowise, Make, Okta Workflows, OpenAI Agent Builder, Relay.app, Respell, Zapier, n8n
Four alternatives
Boomi Enterprise Platform, Celigo, Make, ZapierTwo alternatives
Boomi Enterprise Platform, CeligoSix alternatives
Appian, Microsoft Power Automate, UiPath, Workato, Zapier, n8nFour alternatives
Pabbly Connect, Stepper, Zapier, n8nBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:54 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:02 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:21 | no | 0 | 17 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 11:35 | yes | 10 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:42 | yes | 10 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:35 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:46 | yes | 25 | 25 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:22 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:39 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:18 | yes | 20 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:09 | yes | 15 | 18 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:52 | yes | 10 | 33 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:37 | yes | 3 | 26 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:17 | yes | 15 | 34 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:55 | yes | 10 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:28 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:06 | no | 0 | 15 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:49 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:28 | yes | 5 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:10 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:10 | yes | 24 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:09 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:59 | yes | 5 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:26 | yes | 20 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:45 | yes | 22 | 113 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:59 | yes | 10 | 24 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:46 | yes | 3 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:25 | yes | 15 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:43 | yes | 10 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:08 | yes | 6 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:16 | yes | 8 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 13:37 | yes | 10 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:57 | yes | 5 | 47 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:44 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:43 | yes | 25 | 50 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:17 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:55 | yes | 5 | 20 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:40 | yes | 14 | 45 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:22 | yes | 24 | 126 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:07 | no | 0 | 19 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:27 | yes | 9 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:28 | yes | 15 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:25 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:00 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:39 | yes | 12 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:17 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:40 | yes | 10 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:07 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:54 | yes | 20 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:06 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:00 | yes | 5 | 37 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:11 | yes | 15 | 35 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:52 | yes | 25 | 80 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:20 | yes | 5 | 89 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:06 | yes | 3 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:40 | yes | 15 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:50 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:02 | yes | 4 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:17 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:35 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:07 | yes | 5 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:16 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:21 | yes | 25 | 39 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:08 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:44 | no | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:44 | yes | 20 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:10 | yes | 25 | 52 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:25 | yes | 10 | 31 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:36 | yes | 4 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:59 | yes | 15 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:57 | yes | 19 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:45 | yes | 7 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:50 | yes | 10 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 16:45 | yes | 10 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:13 | yes | 5 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:33 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:37 | yes | 25 | 43 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:22 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:32 | yes | 25 | 41 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:06 | yes | 25 | 34 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:02 | yes | 25 | 102 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:49 | yes | 25 | 53 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:53 | yes | 3 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:16 | yes | 20 | 24 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
Boomi read as Boomi Enterprise Platform
Boomi (Dell Boomi) read as Boomi Enterprise Platform
Boomi (Dell) read as Boomi Enterprise Platform
HubSpot read as HubSpot Operations Hub
Informatica read as Informatica Intelligent Cloud Services
Jitterbit read as Jitterbit Harmony
MuleSoft 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
ServiceNow read as ServiceNow Flow Designer
Unresolved, counted raw
Apache DolphinScheduler
Celigo Integrator.io
Flowise
Jenkins
Kye
MuleRun
Okta Workflows
OpenAI Agent Builder
Red Hat Fuse
Salesforce
Salesforce — Workflow Rules & Process Builder
Windmill
Zoom Apps
eZintegrations
Discontinued, still offered
No shut-down product was recommended here.