Index › GTM › GTM data and infrastructure › Automation & iPaaS › Small business · September 2026 Edition
Workflow automation and iPaaS for small business buyers
Asked as “workflow automation and integration platform”, and as “iPaaS”, on behalf of a small B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
50%
Clear leader
50Make37Zapier06ClickUp07others
50% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the two 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 small business.
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
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Make50%
Make50%02Zapier37%
Zapier37%03ClickUp6%
ClickUp6%04n8n2%
n8n2%05Pabbly Connect2%
Pabbly Connect2%06Workato2%
Workato2%07Microsoft Power Automate0%
Microsoft Power Automate0%08Boomi Enterprise Platform0%
Boomi Enterprise Platform0%What they warned about
Five of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash 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.
Workato60%
12 of 20 labels negative · 9 of 12 models · 10 hard negative
“Workato: It has sales-gated pricing, which can be in the low-thousands per month, making it unsuitable for small businesses.” Llama 4 Maverick, negative prompt
Zapier24%
16 of 67 labels negative · 9 of 12 models
“While it has a free tier, its paid plans can be expensive for small businesses, especially when compared to alternatives like Make.com.” Llama 4 Maverick, negative prompt
Microsoft Power Automate21%
7 of 34 labels negative · 7 of 12 models
“but only if you're a Microsoft shop (outside that ecosystem, its non-Microsoft connectors weaken and licensing gets complicated)” DeepSeek V4 Flash, negative prompt
n8n15%
8 of 53 labels negative · 7 of 12 models
“n8n has hidden costs too (even though it's "free")... If you're fully non-technical, the "free" price is a trap.” DeepSeek V4 Flash, 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
20 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. 236 links across 122 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 · Zapier9 answers · 16 citations · 3 models
vendor site · ONES.com7 answers · 17 citations · 2 models
vendor site · Guideflow7 answers · 7 citations · 2 models
5 answers · 6 citations · 2 models
5 answers · 5 citations · 3 models
5 answers · 5 citations · 2 models
5 answers · 5 citations · 3 models
vendor site · WorksBuddy4 answers · 7 citations · 1 model
vendor site · Atlassian4 answers · 4 citations · 2 models
vendor site · YouTube3 answers · 8 citations · 1 model
vendor site · Activepieces3 answers · 3 citations · 3 models
vendor site · Albato3 answers · 3 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.
7 answers · 2 models
5 answers · 3 models
5 answers · 2 models
4 answers · 2 models
3 answers · 1 model
3 answers · 3 models
3 answers · 2 models
3 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 |
|---|---|---|---|---|---|---|---|
| Make make.com | 50% | 165 | 135,000 | 12,939,045 | 439,031 | 76 | |
| Zapier zapier.com | 37% | 222 | 165,000 | 2,145 | 7,333,309 | $230 | 120 |
| ClickUp clickup.com | 6% | 159 | 201,000 | 1,733 | 322,021 | $1,470 | 120 |
| n8n n8n.io | 2% | 127 | 165,000 | 2,786 | 133,599 | 42 | |
| Pabbly Connect pabbly.com | 2% | 7 | 1,300 | 20 | 3,588 | 1 | |
| Celigo celigo.com | 2% | 39 | 5,400 | 140 | 9,670 | $1,097 | 43 |
| Workato workato.com | 2% | 149 | 14,800 | 405 | 38,042 | $20 | 120 |
| Microsoft parent site Microsoft Power Automate 0% | 0% | 139 | 2,240,000 | 403,136 | |||
| Monday.com monday.com | 0% | 98 | 74,000 | 3,467 | 691,961 | $164 | 119 |
| Airtable airtable.com | 0% | 94 | 165,000 | 2,461 | 143,237 | 118 |
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 small B2B company?”Paraphrase“Which iPaaS would you recommend to a small business that sells to other businesses?”Comparative“What are the top workflow automation and integration platforms for a small team and how do they differ?”Budget-constrained“What is the best workflow automation and integration platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a workflow automation and integration platform. What should we look at?”Negative“Which workflow automation and integration platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Make, ZapierZapierChangedZapierMake, Zapierno first choiceagainst: GHL, HubSpot Operations Hub, Make, Relay.app, Smartsheet, Zapier
One alternative
Pabbly ConnectSix alternatives
Albato, Boomi Enterprise Platform, Jitterbit Harmony, Prismatic, Tray.ai, WorkatoThree alternatives
Make, Monday.com, n8nTwo alternatives
Pabbly Connect, Zoho FlowGPT-5.4 miniZapierMake, WorkatoChangedagainst: MuleSoft Anypoint PlatformZapieragainst: Tray.ai, WorkatoZapier, n8nno first choiceagainst: IFTTT, Make, Microsoft Power Automate, Zapier, n8n
Three alternatives
Make, Microsoft Power Automate, n8nTwo alternatives
Boomi Enterprise Platform, Microsoft Power AutomateThree alternatives
Make, Microsoft Power Automate, n8nGemini 3.5 FlashMake, ZapierMakeChangedMake, ZapierMakeagainst: ZapierMake, Zapieragainst: Boomi Enterprise Platform, MuleSoft Anypoint Platform, Workatoagainst: Boomi Enterprise Platform, Microsoft Power Automate, MuleSoft Anypoint Platform, Pipedream, Tray.ai, Workato, Zapier, n8n
Three alternatives
HubSpot Operations Hub, Microsoft Power Automate, n8nThree alternatives
Celigo, Zapier, n8nThree alternatives
Activepieces, Zoho Flow, n8nTwo alternatives
Pabbly Connect, n8nOne alternative
n8nPerplexity SonarZapierZapierHeldZapierMakeno first choiceagainst: Boomi Enterprise Platform, Kissflow, Lindy, Microsoft Power Automate, SnapLogic, UiPath, Workato, n8n
Three alternatives
HubSpot Operations Hub, Make, n8nThree alternatives
APPSeCONNECT, Celigo, MakeSeven alternatives
Airtable, ClickUp, Make, Microsoft Power Automate, Monday.com, ONES.com, n8nThree alternatives
ClickUp, Zapier, n8nGrok 4.20MakeMakeHeldagainst: APPSeCONNECT, Integrately, ZapierMake, ZapierMakeagainst: ZapierMake, Zapieragainst: MuleSoft Anypoint Platformagainst: Bardeen, Dell Boomi, Lindy, MuleSoft Anypoint Platform, Workato, Zapier, n8n
Two alternatives
Zapier, n8nTwo alternatives
Pabbly Connect, n8nThree alternatives
Microsoft Power Automate, Pipedream, n8nTwo alternatives
Pabbly Connect, n8nThree alternatives
Microsoft Power Automate, Workato, n8nMistral SmallMakeZapierChangedMakeClickUpMake, Zapieragainst: Air.ai, ClickUp, DoNotPay, Ecommerce Empire Builders, FBA Machine, Passive Scaling, Pipefy, Trello, Workato, n8n
Four alternatives
Microsoft Power Automate, Pabbly Connect, Zapier, n8nThree alternatives
Celigo, Make, RapidiSix alternatives
ClickUp, Microsoft Power Automate, Monday.com, Pabbly Connect, Zapier, n8nThree alternatives
Make, Zapier, n8nTwo alternatives
ClickUp, Monday.comDeepSeek V4 FlashMakeagainst: n8nMakeHeldMakeagainst: IFTTTMakeagainst: ZapierMakeagainst: Boomi Enterprise Platform, MuleSoft Anypoint Platform, Tray.ai, Workatoagainst: Boomi Enterprise Platform, Celigo, IFTTT, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Workato, Zapier, n8n
One alternative
ZapierThree alternatives
Celigo, Zapier, n8nFive alternatives
Airtable, ClickUp, Monday.com, Zapier, n8nThree alternatives
ClickUp, Pabbly Connect, n8nTwo alternatives
Zapier, n8nLlama 4 Maverickno first choiceZapierChangedZapierClickUp, Pabbly Connect, Zapierno first choiceagainst: Beam.ai, GetDynamiq, Workato, Zapier
Four alternatives
ClickUp, Make, Microsoft Power Automate, n8nQwen 3.7 FlashMakeMake, ZapierChangedMake, Zapieragainst: Microsoft Power AutomateClickUp, Zapierno first choiceagainst: Automation Anywhere, Blue Prism, UiPath
Three alternatives
Microsoft Power Automate, Zapier, n8nFour alternatives
Albato, Boomi Enterprise Platform, Celigo, Jitterbit HarmonyOne alternative
n8nTwo alternatives
Make, n8nKimi K2MakeMakeHeldMake, ZapierMakeagainst: IFTTT, ZapierMakeagainst: Boomi Enterprise Platform, Tray.ai, Workato, Zapieragainst: Microsoft Power Automate, Tray.ai, Workato, Zapier
Two alternatives
Zapier, n8nTwo alternatives
Celigo, ZapierThree alternatives
ClickUp, Microsoft Power Automate, n8nTwo alternatives
Activepieces, n8nOne alternative
n8nGLM 4.7 FlashXZapierZapierHeldno first choiceMakeagainst: ZapierMakeagainst: Kissflow, Workatoagainst: Make, Pipedream, Salesforce Marketing Cloud, UiPath, Zapier
Two alternatives
Make, n8nTwo alternatives
Make, iPaaS.comSeven alternatives
Airtable, ClickUp, Make, Microsoft Power Automate, Monday.com, Zapier, n8nOne alternative
n8nThree alternatives
ClickUp, Microsoft Power Automate, ZapierMiniMax M2.5ZapierCeligo, ZapierChangedZapierMakeno first choiceagainst: Activepieces, Boomi Enterprise Platform, Make, Microsoft Power Automate, MuleSoft Anypoint Platform, Pipedream, SnapLogic, Supermetrics, Zapier, n8n
Three alternatives
HubSpot Workflows, Make, Microsoft Power AutomateTwo alternatives
Make, SyncAppsFour alternatives
ClickUp, Make, Microsoft Power Automate, n8nTwo alternatives
Microsoft Power Automate, 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 00:21 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:57 | yes | 6 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:06 | yes | 9 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 01:31 | yes | 20 | 4 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 01:28 | yes | 0 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 22:58 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:13 | yes | 0 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:40 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:06 | yes | 0 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:37 | yes | 0 | 102 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:44 | yes | 0 | 41 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:33 | yes | 0 | 10 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:58 | yes | 13 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:22 | no | 0 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:27 | yes | 6 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 01:18 | 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 02:05 | yes | 0 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:58 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:29 | yes | 0 | 32 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:17 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:13 | yes | 0 | 33 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:11 | yes | 0 | 29 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:52 | yes | 0 | 17 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:04 | yes | 0 | 13 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:42 | yes | 7 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:49 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:04 | yes | 10 | 19 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:30 | yes | 19 | 9 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 01:59 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:34 | yes | 0 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 05:06 | yes | 0 | 24 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:54 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:15 | yes | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:56 | yes | 0 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:38 | yes | 0 | 59 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:57 | yes | 0 | 10 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:06 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:23 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:04 | yes | 9 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:36 | 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) | 2026-09-14 23:56 | yes | 0 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:28 | yes | 0 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:05 | yes | 0 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:28 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:33 | yes | 0 | 19 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:05 | yes | 0 | 30 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:10 | yes | 0 | 24 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:21 | no | 0 | 9 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:18 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:42 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:24 | yes | 9 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 01:37 | yes | 20 | 6 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 00:10 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:06 | yes | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:14 | yes | 0 | 19 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:49 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:44 | yes | 0 | 47 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:14 | yes | 0 | 30 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:19 | yes | 0 | 52 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:59 | yes | 0 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:56 | yes | 14 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:29 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:57 | yes | 16 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-14 22:51 | yes | 20 | 8 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 04:01 | yes | 0 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 22:58 | yes | 0 | 17 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:58 | yes | 0 | 36 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:49 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:40 | yes | 0 | 24 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:18 | yes | 0 | 81 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 05:03 | yes | 0 | 49 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:17 | yes | 0 | 22 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 (formerly Dell Boomi) read as Boomi Enterprise Platform
HubSpot read as HubSpot Operations Hub
Jitterbit read as Jitterbit Harmony
MuleSoft read as MuleSoft Anypoint Platform
MuleSoft (Anypoint Platform) read as MuleSoft Anypoint Platform
Unresolved, counted raw
Apideck
Beam.ai
Coherence
DBSync
GHL (GoHighLevel)
GetDynamiq
Munro Agency
Passive Scaling
Rapidi
Relay
SyncApps
Unified.to
iPaaS.com
Discontinued, still offered
No shut-down product was recommended here.