Creative automation platforms for small business buyers
Asked as “creative automation platform”, and as “ad creative production and management tool”, on behalf of a small B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
24%
Contested · The Brief 13%
24Canva13The Brief11AdCreative.ai53others
24% 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 fourteen models, for a small 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.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
Bannerflow vs CeltraBannerflow vs CreatopyBannerflow vs Marq TeamBannerflow vs ViewstCanva vs The BriefCanva vs SmartlyCanva vs CeltraCanva vs CreatopyCanva vs Marq TeamCanva vs ViewstThe Brief vs SmartlyThe Brief vs CeltraThe Brief vs CreatopyThe Brief vs Marq TeamThe Brief vs ViewstSmartly vs CeltraSmartly vs CreatopySmartly vs Marq TeamSmartly vs ViewstCeltra vs CreatopyCeltra vs Marq TeamCeltra vs ViewstCreatopy vs Marq TeamCreatopy vs ViewstMarq Team vs Viewst
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
04C05
06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Canva24%
Canva24%02The Brief13%
The Brief13%03AdCreative.ai11%
AdCreative.ai11%04Bannerflow5%
Bannerflow5%05Creatopy4%
06Marq Team4%
Marq Team4%07Viewst2%
Viewst2%08Adobe Express2%
Adobe Express2%09Bannerbear0%
Bannerbear0%10Storyteq0%
Storyteq0%11Celtra0%
Celtra0%12Smartly0%
Smartly0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
Celtra70%
23 of 33 labels negative · 9 of 14 models · 12 hard negative
“Avoid enterprise platforms like *Smartly.io* or *Celtra* unless you have a massive ad spend and dedicated developers.” Gemini 3.5 Flash, scale prompt
Smartly81%
22 of 27 labels negative · 9 of 14 models · 11 hard negative
“**Smartly.io** is the clearest example of a platform small businesses should often avoid unless they have significant ad spend and dedicated staff” Perplexity Sonar, negative prompt
Storyteq64%
14 of 22 labels negative · 7 of 14 models · 6 hard negative
“you should steer clear of heavy, enterprise-level creative automation platforms like Celtra, Storyteq, or Bannerflow” Gemini 3.5 Flash, budget prompt
Bannerflow26%
8 of 31 labels negative · 6 of 14 models · 3 hard negative
“you should steer clear of heavy, enterprise-level creative automation platforms like Celtra, Storyteq, or Bannerflow” Gemini 3.5 Flash, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
75 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. 1033 links across 234 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Creatify.ai49 answers · 51 citations · 12 models
vendor site · Bannerflow47 answers · 53 citations · 13 models
vendor site · Wireflow35 answers · 40 citations · 12 models
vendor site · Cropink23 answers · 23 citations · 8 models
22 answers · 22 citations · 7 models
21 answers · 28 citations · 12 models
vendor site · AdStellar19 answers · 47 citations · 10 models
vendor site · Rocketium19 answers · 26 citations · 9 models
vendor site · Viewst18 answers · 26 citations · 10 models
vendor site · The Brief18 answers · 23 citations · 10 models
vendor site · Segwise18 answers · 19 citations · 8 models
vendor site · Marpipe16 answers · 16 citations · 8 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.
46 answers · 13 models
45 answers · 12 models
31 answers · 12 models
22 answers · 7 models
22 answers · 8 models
16 answers · 8 models
15 answers · 10 models
12 answers · 7 models
11 answers · 10 models
11 answers · 8 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 creative automation platform”, “creative automation 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 | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Canva canva.com Canva 24%, Canva Grow 4% | 27% | 137 | 24,900,000 | 183,421 | 81,177,765 | 101 | ||
| The Brief thebrief.ai | 13% | 58 | 1,600 | 60,492 | 75,164 | 11 | ||
| AdCreative.ai adcreative.ai | 11% | 62 | 2,900 | 20 | 6,676 | 61 | ||
| Creatify creatify.ai Creatify 5%, Creatify.ai 4% | 9% | 13 | ||||||
| Bannerflow bannerflow.com | 5% | 112 | 320 | 2 | 5,102 | $51 | 8 | 6 |
| Creatopy | 4% | 1,600 | 19 | |||||
| Abyssale abyssale.com | 4% | 20 | ||||||
| Canva Magic Studio | 4% | |||||||
| Marq Team marq.com | 4% | 59 | 0 | 62,091 | 2 | |||
| Viewst viewst.com | 2% | 28 | 1,000 | 0 | 2,872 | 2 |
Google's top ten for the two searches hold 15 sites; 3 of them are among the sites the models cited here (bannerflow.com, cropink.com, viewst.com). The first result for “best creative automation platform” is madgicx.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 creative automation platform for a small B2B company?”Paraphrase“Which ad creative production and management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top creative automation platforms for a small team and how do they differ?”Budget-constrained“What is the best creative automation platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a creative automation platform. What should we look at?”Negative“Which creative automation platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5ActiveCampaignAdCreative.aiChangedCreatopyagainst: Celtra, SmartlyCanva Magic Studio, Creatopyno first choiceagainst: AdCreative.ai, Bannerflow, Celtra, Rocketium
Five alternatives
Bannerflow, Brevo, Canva Magic Studio, Celtra, CreatopyTwo alternatives
AdStellar, SimplifiedFour alternatives
AdCreative.ai, Canva Magic Studio, Predis.ai, The BriefTwo alternatives
Imejis, RocketiumGPT-5.4 miniCanvaagainst: CeltraAdCreative.aiChangedThe Brief, Viewstagainst: Adobe Creative Studio / Adobe AdvertisingAdobe Expressagainst: Adobe Creative Studio, Canvano first choiceagainst: Adobe Marketo Engage, HubSpot Marketing Hub, IFTTT, Make, n8n
One alternative
BannerflowTwo alternatives
Bannerflow, Marq TeamOne alternative
RocketiumGemini 3.5 FlashAbyssaleagainst: Adobe GenStudio, Celtra, SmartlyCanvaChangedCreatopyagainst: Celtra, SmartlyAbyssaleagainst: Bannerflow, Celtra, StoryteqBannerflow, Creatopyagainst: Celtra, Smartlyagainst: AdCreative.ai, Adobe GenStudio, Bannerbear, Bannerflow, Brandeploy, CHILI publish, Celtra, Creatomate, Marq Team, Smartly, Storyteq
Five alternatives
AdCreative.ai, Bannerbear, Canva for Enterprise, Creatopy, Marq TeamTwo alternatives
AdCreative.ai, The BriefFive alternatives
AdCreative.ai, Bannerbear, Creatify.ai, Cropink, PlacidFour alternatives
AdCreative.ai, Canva, Placid.app, The BriefFive alternatives
Abyssale, Bannerbear, Cropink, Hunch, Marq TeamPerplexity SonarThe BriefCanva GrowChangedCanva, The Briefagainst: SmartlyCanvano first choiceagainst: Marq Team, Smartly
Two alternatives
Celtra, SmartlyTwo alternatives
AdCreative.ai, Adobe Express for adsFive alternatives
AdCreative.ai, Air, Bannerbear, Marpipe, ZiflowTwo alternatives
Brevo, The BriefGrok 4.1 FastMarq Teamagainst: Celtra, SmartlyAdCreative.aiChangedAdCreative.ai, Canva Magic Studioagainst: Celtra, Smartly, StoryteqCanvaagainst: Abyssale, Adacado, Bannerbear, Creatify.ai, Creatopy, The Briefno first choiceagainst: Bannerflow, CHILI publish, Celtra, Smartly, Storyteq
Two alternatives
AdCreative.ai, The BriefThree alternatives
Canva, Creatopy, PencilTwo alternatives
Bannerflow, The BriefOne alternative
AdCreative.aiMistral SmallBannerflow, Creatify.aiAdCreative.aiChangedAdCreative.aiCanvano first choiceagainst: Canva, Creatify.ai, Holo, Madgicx
One alternative
SmartlyTwo alternatives
Celtra, SmartlyFour alternatives
Bannerflow, Creatopy, Marpipe, StoryteqTwo alternatives
Bannerflow, CreatifyDeepSeek V4 FlashThe Briefagainst: Bannerflow, Celtra, Mailchimp, Smartly, StoryteqCanvaChangedAbyssale, The Briefagainst: Adobe GenStudioCanvaagainst: AdCreative.ai, Celtra, Smartly, StoryteqBannerflow, Segwise, The Brief, Viewstagainst: Celtra, Smartly, Storyteqagainst: AdCreative.ai, Bannerbear, Bannerflow, Cape.io, Celtra, Creatopy, Smartly, Storyteq
One alternative
ViewstTwo alternatives
AdCreative.ai, CreatopyThree alternatives
Bannerflow, Viewst, WireflowOne alternative
The BriefTwo alternatives
Filestage, ZiflowLlama 4 MaverickCreatify.ai, The BriefCreatifyChangedCreatifyCreatifyno first choicenothing named
Two alternatives
The Brief, WireflowThree alternatives
Bannerflow, The Brief, WireflowQwen 3.7 FlashVismeCanvaChangedThe BriefCanvaCeltronic, Unifonicagainst: Adobe Experience Manageragainst: Adobe Experience Cloud, Airtable, Dynamic Yield, Flux.ai, Instinctools, Mailchimp, Make, Oracle Eloqua, Salesforce Marketing Cloud, Unlayer
Three alternatives
Canva, Lucidya, SynthesiaTwo alternatives
Adobe Express, VismeThree alternatives
Canva, Creatify, WireflowFour alternatives
AdCreative.ai, Looka, Postigen.ai, VismeTwo alternatives
Adobe Express, Canva for EnterpriseKimi K2Canva, The Briefagainst: Bynder, Celtra, StoryteqCanva for EnterpriseChangedCanva, Creatomateagainst: AdCreative.ai, StoryteqCanvaagainst: Celtra, Smartlyno first choiceagainst: Celtra, Smartlyagainst: AdCreative.ai, Bannerflow, Celtra, Smartly, Storyteq
Three alternatives
Adacado, Bannerwise, RocketiumTwo alternatives
Creatopy, ShownThree alternatives
Bannerbear, Bannerwise, CreatopyOne alternative
The BriefGLM 4.7 FlashXThe BriefAdStellarChangedThe BriefThe Briefno first choiceagainst: Adobe GenStudio, Celtra, Marq Team, Smartly, Storyteq
Three alternatives
Bannerflow, HubSpot Marketing Hub, SmartlyTwo alternatives
Canva, CreatopyFive alternatives
Bannerflow, Marpipe, Predis.ai, Storyteq, ZiflowTwo alternatives
Adacado, ZapierMiniMax M2.5HubSpot Marketing Hubagainst: AdobeAdCreative.ai, Predis.aiChangedBannerflow, The Briefagainst: SmartlyCreatifyno first choiceagainst: CHILI publish, Celtra, Creatify.ai, Marq Team, Smartly, Storyteq
Two alternatives
Celtra, SmartlyOne alternative
LinkedIn's own toolsTwo alternatives
Segwise, WireflowTwo alternatives
Bannerflow, The BriefGPT-6 LunaCanvaagainst: BannerflowCanva GrowChangedCanvaCanvano first choiceagainst: Bannerbear, Canva, Jasper, Marq Team
One alternative
The BriefOne alternative
LinkedIn Campaign ManagerFour alternatives
Adobe Express, Bannerbear, Marq Team, The BriefTwo alternatives
Bannerbear, PlacidMuse Glimmer 30BMarq TeamAdCreative.aiChangedCanvaagainst: Celtra, SmartlyCanva Magic Studiono first choiceagainst: Bannerbear, Brandeploy, Cape.io, Celtra, Placid, Smartly, Storyteq
Two alternatives
Canva, CreatopyOne alternative
Metadata.ioSeven alternatives
AdCreative.ai, Bannerflow, Creatopy, Figma, Marq Team, The Brief, ViewstThree alternatives
Bannerbear Automate, Creatopy, Holo / tryholo.aiBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:28 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:36 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:15 | yes | 15 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:52 | yes | 28 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:37 | yes | 23 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:14 | yes | 13 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:34 | yes | 20 | 47 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:54 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:06 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:34 | yes | 18 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:57 | yes | 23 | 24 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:11 | yes | 5 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:22 | yes | 2 | 11 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:29 | yes | 23 | 24 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:25 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:41 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:19 | yes | 12 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:13 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:59 | yes | 25 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:43 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:15 | yes | 24 | 40 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:29 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:28 | no | 0 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:37 | yes | 14 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:51 | yes | 22 | 51 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:56 | yes | 13 | 34 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:29 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:38 | yes | 21 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:13 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:58 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:33 | yes | 19 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:24 | yes | 21 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:10 | yes | 19 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:01 | yes | 14 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:35 | yes | 20 | 50 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:43 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:01 | yes | 11 | 42 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:54 | yes | 25 | 44 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:40 | yes | 21 | 60 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:32 | yes | 9 | 21 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:10 | yes | 5 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:51 | yes | 14 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:33 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:05 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:58 | yes | 12 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:30 | yes | 24 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:40 | yes | 20 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:52 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:58 | yes | 20 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:43 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:41 | no | 0 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:49 | yes | 17 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:50 | yes | 24 | 38 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:36 | yes | 5 | 32 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:41 | yes | 2 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:33 | yes | 24 | 27 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:32 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:08 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:12 | yes | 6 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:28 | yes | 24 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:42 | yes | 16 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:44 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:27 | yes | 18 | 47 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:52 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:19 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:18 | yes | 12 | 20 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:19 | yes | 14 | 28 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:31 | yes | 5 | 11 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:36 | yes | 2 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:33 | no | 0 | 1 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:41 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:00 | yes | 3 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:21 | yes | 17 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:44 | yes | 22 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:28 | yes | 20 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:22 | yes | 9 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:36 | yes | 24 | 98 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:08 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:51 | no | 0 | 27 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:45 | yes | 24 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:18 | yes | 17 | 19 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:25 | yes | 22 | 34 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:00 | yes | 4 | 28 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:07 | yes | 19 | 27 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
HubSpot read as HubSpot Marketing Hub
HubSpot (Starter or Professional) read as HubSpot Marketing Hub
Unresolved, counted raw
Adobe (via Marketing Cloud)
Adobe Creative Studio
Adobe Creative Studio / Adobe Advertising
Adobe Express for ads
Artwork Flow
Celtronic
DocuSign Create
Flux.ai
GIMP
HTML to Image
Holo
Holo / tryholo.ai
Imejis
Instinctools
LinkedIn's own tools
Looka (formerly Logojoy)
Lucidya
Lumen5
Postigen.ai
RelayThat
Skeleton
Unifonic
VistaCreate
Vytas
Discontinued, still offered
No shut-down product was recommended here.