Workflow automation and iPaaS
Asked as “workflow automation and integration platform”, and as “iPaaS”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
38%
Contested · Make 17%
38Workato17Make12Celigo33others
38% 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 a mid-market 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.
Head to head
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
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Workato38%
Workato38%02Make17%
Make17%03n8n12%
n8n12%04Celigo12%
Celigo12%05Boomi Enterprise Platform6%
Boomi Enterprise Platform6%06SnapLogic6%
SnapLogic6%07Tray.ai4%
Tray.ai4%08Pabbly Connect2%
Pabbly Connect2%09Microsoft Power Automate0%
Microsoft Power Automate0%10Activepieces0%
Activepieces0%11MuleSoft Anypoint Platform0%
MuleSoft Anypoint Platform0%12Zapier0%
Zapier0%What they warned about
Three of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, 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.
Zapier61%
34 of 56 labels negative · 11 of 12 models · 7 hard negative
“Avoid Tier 2 consumer tools (like standard Zapier) because as soon as you hit 700+ employees, the lack of governance and error handling will cause compliance issues.” Qwen 3.7 Flash, scale prompt
MuleSoft Anypoint Platform59%
13 of 22 labels negative · 7 of 12 models · 5 hard negative
“you likely want to avoid bloated legacy enterprise platforms (like MuleSoft) that require expensive, certified developers” Gemini 3.5 Flash, paraphrase prompt
Workato13%
7 of 53 labels negative · 7 of 12 models · 3 hard negative
“### Workato Avoid or Use with Caution If: ... overkill and significantly more expensive than necessary” GLM 4.7 FlashX, negative prompt
n8n18%
8 of 44 labels negative · 7 of 12 models · 1 hard negative
“n8n ⚠️ SECURITY CONCERNS ... Webhook URLs have been actively abused by threat actors since October 2025” 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
24 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. 276 links across 163 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.
8 answers · 9 citations · 3 models
8 answers · 9 citations · 3 models
vendor site · Zapier7 answers · 9 citations · 4 models
vendor site · Guideflow7 answers · 7 citations · 3 models
vendor site · Frends6 answers · 7 citations · 3 models
vendor site · ONES.com5 answers · 15 citations · 3 models
vendor site · Gartner5 answers · 6 citations · 3 models
vendor site · YouTube4 answers · 9 citations · 1 model
4 answers · 4 citations · 3 models
vendor site · SnapLogic4 answers · 4 citations · 3 models
3 answers · 4 citations · 2 models
vendor site · Reddit3 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
7 answers · 3 models
5 answers · 2 models
4 answers · 2 models
4 answers · 2 models
3 answers · 2 models
3 answers · 3 models
3 answers · 3 models
3 answers · 2 models
3 answers · 2 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 | 38% | 149 | 14,800 | 405 | 38,042 | $20 | 120 |
| Make make.com | 17% | 165 | 135,000 | 12,939,045 | 439,031 | 76 | |
| n8n n8n.io | 12% | 127 | 165,000 | 2,786 | 133,599 | 42 | |
| Celigo celigo.com | 12% | 39 | 5,400 | 140 | 9,670 | $1,097 | 43 |
| Boomi Enterprise Platform boomi.com | 6% | 70 | 19,837 | $22,810 | 120 | ||
| SnapLogic snaplogic.com | 6% | 12 | 2,900 | 118 | 44,167 | $413 | 0 |
| Tray.ai tray.ai | 4% | 38 | 390 | 7 | 4,110 | $97 | 1 |
| ClickUp clickup.com | 4% | 159 | 201,000 | 1,733 | 322,021 | $1,470 | 120 |
| Pabbly Connect pabbly.com | 2% | 7 | 1,300 | 20 | 3,588 | 1 | |
| Microsoft parent site Microsoft Power Automate 0% | 0% | 139 | 2,240,000 | 403,136 |
Google's top ten for the two searches hold 16 sites; 1 of them are among the sites the models cited here (reddit.com). 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 4.5WorkatoWorkatoHeldno first choiceagainst: JiraPabbly Connectno first choiceagainst: Zapier
Four alternatives
Kissflow, Make, Microsoft Power Automate, ZapierFive alternatives
Albato, Boomi Enterprise Platform, Celigo, SAP Integration Suite, ZapierFour alternatives
Albato, Integrately, Microsoft 365, n8nGPT-5.4 miniWorkatoagainst: ZapierBoomi Enterprise Platform, WorkatoChangedagainst: MuleSoft Anypoint PlatformZapiern8nagainst: Zapierno first choicenothing named
Two alternatives
Boomi Enterprise Platform, MuleSoft Anypoint PlatformOne alternative
CeligoSix alternatives
IFTTT, Make, Microsoft Power Automate, Pipedream, Workato, n8nOne alternative
MakeGemini 3.5 FlashWorkatoagainst: ZapierCeligoChangedagainst: MuleSoft Anypoint PlatformMake, Zapier, n8nagainst: MuleSoft Anypoint Platformn8nagainst: ZapierWorkatoagainst: IBM, MuleSoft Anypoint Platform, Zapieragainst: Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Tray.ai, Workato, Zapier, n8n
Three alternatives
Celigo, Make, Tray.aiThree alternatives
Jitterbit Harmony, Workato, n8nTwo alternatives
Tray.ai, WorkatoFour alternatives
Activepieces, Make, Microsoft Power Automate, PipedreamFive alternatives
Celigo, Make, Microsoft Power Automate, Tray.ai, n8nPerplexity SonarWorkatoagainst: ZapierWorkatoHeldZapieragainst: MuleSoft Anypoint PlatformMakeagainst: Zapierno first choiceagainst: Automate.io, Boomi Enterprise Platform, Make, Microsoft Power Automate, Tray.ai, UiPath, Workato, Zapier, n8n
Three alternatives
HubSpot Operations Hub, Make, n8nFour alternatives
Celigo, Frends iPaaS, Jitterbit Harmony, Microsoft Power AutomateSeven alternatives
Boomi Enterprise Platform, Camunda, Make, Microsoft Power Automate, UiPath, Workato, n8nOne alternative
n8nGrok 4.20Workatoagainst: ZapierCeligoChangedagainst: ZapierZapiern8nagainst: Microsoft Power Automate, Workato, ZapierSnapLogic, Workatoagainst: Zapieragainst: IFTTT, Make, Pipedream, Zapier, n8n
Four alternatives
Boomi Enterprise Platform, Celigo, Make, Tray.aiThree alternatives
Boomi Enterprise Platform, Tray.ai, WorkatoFour alternatives
Make, Microsoft Power Automate, Workato, n8nOne alternative
MakeThree alternatives
Make, Microsoft Power Automate, n8nMistral SmallWorkatoagainst: ZapierWorkatoHeldagainst: Boomi Enterprise Platform, MuleSoft Anypoint PlatformZapierMakeagainst: Zapierno first choiceagainst: Zapieragainst: Relay.app, Vanta, Zapier, n8n
Two alternatives
Jitterbit Harmony, Tray.aiTwo alternatives
Celigo, Jitterbit HarmonyFour alternatives
Make, Microsoft Power Automate, Workato, n8nThree alternatives
Integrately, Pabbly Connect, n8nDeepSeek V4 FlashCeligo, Workatoagainst: Make, ZapierCeligoChangedagainst: Make, MuleSoft Anypoint Platform, Zapier, n8nWorkatoagainst: MuleSoft Anypoint PlatformMakeagainst: ZapierWorkatoagainst: MuleSoft Anypoint Platformagainst: IFTTT, Make, Microsoft Power Automate, Pabbly Connect, Zapier, n8n
Three alternatives
Boomi Enterprise Platform, Jitterbit Harmony, Tray.aiTwo alternatives
Boomi Enterprise Platform, WorkatoSix alternatives
Boomi Enterprise Platform, Make, Microsoft Power Automate, Tray.ai, Zapier, n8nThree alternatives
Microsoft Power Automate, Pabbly Connect, n8nFive alternatives
Boomi Enterprise Platform, Celigo, Make, Microsoft Power Automate, ZapierLlama 4 MaverickBoomi Enterprise Platform, SnapLogic, WorkatoWorkatoChangedno first choiceClickUpno first choicenothing named
Two alternatives
Boomi Enterprise Platform, CeligoQwen 3.7 FlashMakeagainst: ZapierCeligoChangedagainst: ZapierMake, ZapierMakeTray.ai, Workatoagainst: Zapieragainst: HubSpot Operations Workflow, IBM App Connect, Microsoft Power Automate, MuleSoft Anypoint Platform, Oracle Integration Cloud, Salesforce Apex/Flow, ServiceNow Flow Designer, Tibco Mashery / Tibco ESB, Workato, Zapier
Two alternatives
Tray.ai, WorkatoFour alternatives
Boomi Enterprise Platform, Microsoft Power Automate, Workato, n8nThree alternatives
Tray.ai, Workato, n8nFour alternatives
Microsoft Power Automate, Pabbly Connect, Zapier, n8nThree alternatives
IBM, Microsoft Fabric, ServiceNow Flow DesignerKimi K2Make, n8nCeligoChangedagainst: MuleSoft Anypoint Platformno first choiceMake, n8nagainst: ZapierTray.ai, Workatoagainst: Appian, Boomi Enterprise Platform, MuleSoft Anypoint Platform, Pega, Zapieragainst: IFTTT, Integrately, Make, Microsoft Power Automate, Pabbly Connect, Tray.ai, Workato, Zapier, n8n
Two alternatives
Workato, ZapierTwo alternatives
Boomi Enterprise Platform, WorkatoTwelve alternatives
Boomi Enterprise Platform, Clay, Gumloop, Lindy, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Pipedream, Tray.ai, Workato, Zapier, n8nTwo alternatives
IFTTT, Pabbly ConnectFour alternatives
Celigo, Make, Microsoft Power Automate, n8nGLM 4.7 FlashXMakeagainst: ZapierWorkatoChangedMake, ZapierMake, n8nagainst: Zapierno first choiceagainst: Make, Workato, Zapier
One alternative
n8nThree alternatives
Boomi Enterprise Platform, Celigo, Jitterbit HarmonyFive alternatives
Activepieces, Microsoft Power Automate, Tray.ai, Workato, n8nTwo alternatives
Activepieces, ClickUpMiniMax M2.5Boomi Enterprise Platform, SnapLogicagainst: WorkatoWorkatoChangedZapierClickUpno first choiceagainst: Microsoft Power Automate, Zapier, n8n
Two alternatives
Make, Microsoft Power AutomateFour alternatives
Dell Boomi, Microsoft Power Automate, MuleSoft Anypoint Platform, SnapLogicFive alternatives
IFTTT, Make, Microsoft Power Automate, Workato, n8nSix alternatives
Activepieces, Integrately, Make, Pabbly Connect, 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.
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 02:39 | yes | 14 | 11 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:05 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:49 | yes | 5 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 02:43 | yes | 20 | 7 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 02:04 | yes | 0 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:50 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:54 | yes | 0 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:23 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:32 | yes | 0 | 32 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:31 | yes | 0 | 50 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:51 | yes | 0 | 81 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:49 | yes | 0 | 28 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:19 | yes | 8 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:27 | yes | 1 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:56 | yes | 11 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 00:26 | yes | 20 | 3 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 02:21 | yes | 0 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:03 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:56 | yes | 0 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:15 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:24 | yes | 0 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:12 | yes | 0 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 22:54 | yes | 0 | 11 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:51 | no | 0 | 10 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:22 | yes | 8 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:41 | yes | 3 | 13 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:03 | yes | 10 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 00:50 | yes | 20 | 24 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 04:56 | yes | 0 | 6 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:49 | yes | 0 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:33 | yes | 0 | 24 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 22:51 | yes | 0 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:38 | yes | 0 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:55 | yes | 0 | 82 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:26 | yes | 0 | 67 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:47 | no | 0 | 9 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:38 | yes | 7 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:34 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:08 | yes | 14 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 23:27 | 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 00:22 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:17 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:38 | yes | 0 | 17 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:58 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:01 | no | 0 | 40 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:20 | yes | 0 | 37 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 22:55 | yes | 0 | 15 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:11 | yes | 0 | 10 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:51 | yes | 16 | 10 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:10 | yes | 8 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:16 | yes | 13 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-14 23:09 | yes | 20 | 7 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 04:17 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:12 | no | 0 | 4 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:34 | yes | 0 | 72 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:12 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:21 | no | 0 | 40 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:34 | yes | 0 | 72 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:20 | no | 0 | 73 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:49 | yes | 0 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:21 | yes | 16 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:48 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:29 | yes | 11 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-14 23:28 | yes | 20 | 6 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 04:51 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:50 | yes | 0 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:55 | yes | 0 | 63 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 22:56 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:42 | no | 0 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:37 | yes | 0 | 68 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:25 | yes | 0 | 107 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:44 | yes | 0 | 28 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) read as Boomi Enterprise Platform
Frends read as Frends iPaaS
HubSpot read as HubSpot Operations Hub
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 Platform) read as MuleSoft Anypoint Platform
MuleSoft (Anypoint) read as MuleSoft Anypoint Platform
MuleSoft (Salesforce) read as MuleSoft Anypoint Platform
SAP read as SAP Integration Suite
ServiceNow read as ServiceNow Flow Designer
Unresolved, counted raw
Automatisch
Azure Fabric
Budibase
CodeWords
HubSpot Operations Workflow
Launchpad
PagerDuty
Salesforce Apex/Flow
Tibco Mashery / Tibco ESB
Windmill
Wrk
Discontinued, still offered
No shut-down product was recommended here.