Landing pages and interactive content for enterprise buyers
Asked as “landing page builder”, and as “landing page and interactive content tool”, on behalf of an enterprise B2B company. 59 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
34%
Contested · Unbounce 15%
34Instapage15Unbounce08HubSpot Marketing Hub42others
34% of first choices, contested.
Since October 2026▼−15Since October 2026: 49% → 34%, −15 points. Past the 11-point floor: movement.Instapage held the lead, −15 points on 49%, past the 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
Leadpages26%Contested▲+7Since October 2026: 19% → 26%, +7 points. Inside the 11-point floor: within noise.Standing →Mid-market
Unbounce32%Contested▲+2Since October 2026: 30% → 32%, +2 points. Inside the 11-point floor: within noise.Standing →Enterprise
Instapage34%Contested▼−15Since October 2026: 49% → 34%, −15 points. Past the 11-point floor: movement.This page
Leadpages26%Contested▲+7Since October 2026: 19% → 26%, +7 points. Inside the 11-point floor: within noise.Standing →Mid-marketUnbounce32%Contested▲+2Since October 2026: 30% → 32%, +2 points. Inside the 11-point floor: within noise.Standing →EnterpriseInstapage34%Contested▼−15Since October 2026: 49% → 34%, −15 points. Past the 11-point floor: movement.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Instapage34%12%66endorsed leader▼−15Since October 2026: 49% → 34%, −15 points. Past the 11-point floor: movement.49% → 34%
Instapage34%12%66endorsed leader▼−15Since October 2026: 49% → 34%, −15 points. Past the 11-point floor: movement.49% → 34%02Unbounce15%29%62criticized challenger▲+11Since October 2026: 4% → 15%, +11 points. Past the 11-point floor: movement.4% → 15%
Unbounce15%29%62criticized challenger▲+11Since October 2026: 4% → 15%, +11 points. Past the 11-point floor: movement.4% → 15%03
HubSpot Marketing Hub8%10%21accepted challenger▲+4Since October 2026: 4% → 8%, +4 points. Inside the 11-point floor: within noise.4% → 8%
HubSpot Marketing Hub8%10%21accepted challenger▲+4Since October 2026: 4% → 8%, +4 points. Inside the 11-point floor: within noise.4% → 8%04
Landingi7%22%32accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%
Landingi7%22%32accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%05
HubSpot Landing Pages7%20%20accepted challenger▲+3Since October 2026: 4% → 7%, +3 points. Inside the 11-point floor: within noise.4% → 7%
HubSpot Landing Pages7%20%20accepted challenger▲+3Since October 2026: 4% → 7%, +3 points. Inside the 11-point floor: within noise.4% → 7%06
Webflow5%19%53accepted challenger=heldSince October 2026: 5% → 5%, ±0 points. Inside the 11-point floor: within noise.5% → 5%
Webflow5%19%53accepted challenger=heldSince October 2026: 5% → 5%, ±0 points. Inside the 11-point floor: within noise.5% → 5%07
Ceros3%12%16accepted challenger▼−4Since October 2026: 7% → 3%, −4 points. Inside the 11-point floor: within noise.7% → 3%
Ceros3%12%16accepted challenger▼−4Since October 2026: 7% → 3%, −4 points. Inside the 11-point floor: within noise.7% → 3%Show the three products at 0%, ordered by negative rate
09
Carrd0%100%10criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Carrd0%100%10criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
Wix0%80%10criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Wix0%80%10criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%10Leadpages0%77%22criticized challenger▼−5Since October 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise.5% → 0%
Leadpages0%77%22criticized 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
Unbounce vs LeadpagesUnbounce vs WebflowUnbounce vs LandingiUnbounce vs Swipe PagesCarrd vs HubSpot Landing PagesCarrd vs InstapageCarrd vs LeadpagesCarrd vs WebflowCarrd vs LandingiCarrd vs Swipe PagesHubSpot Landing Pages vs InstapageHubSpot Landing Pages vs LeadpagesHubSpot Landing Pages vs WebflowHubSpot Landing Pages vs LandingiHubSpot Landing Pages vs Swipe PagesInstapage vs LeadpagesInstapage vs WebflowInstapage vs LandingiInstapage vs Swipe PagesLeadpages vs WebflowLeadpages vs LandingiLeadpages vs Swipe PagesWebflow vs LandingiWebflow vs Swipe PagesLandingi vs Swipe Pages
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 →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Instapage34%
Instapage34%02Unbounce15%
Unbounce15%03HubSpot Marketing Hub8%
HubSpot Marketing Hub8%04Landingi7%
Landingi7%05HubSpot Landing Pages7%
HubSpot Landing Pages7%06Webflow5%
Webflow5%07Ceros3%
Ceros3%08Wix0%
Wix0%09Carrd0%
Carrd0%10Leadpages0%
Leadpages0%What they warned about
Two of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, 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.
Leadpages77%
17 of 22 labels negative · 14 of 14 models · 5 hard negative
“the main landing page builders to avoid or approach with caution ... Leadpages and Unbounce: While popular and user-friendly, both have mixed signals regarding reliability” Mistral Small, negative prompt
Unbounce29%
18 of 62 labels negative · 12 of 14 models · 3 hard negative
“Leadpages and Unbounce: ... They may not meet the stringent compliance and integration needs of large enterprises” Mistral Small, negative prompt
Carrd100%
10 of 10 labels negative · 10 of 14 models · 9 hard negative
“Avoid Carrd if you need multi-page functionality, you're looking for complex integrations or advanced marketing features” Claude Haiku 4.5, negative prompt
Wix80%
8 of 10 labels negative · 8 of 14 models · 7 hard negative
“Basic website builders like WordPress.com, Wix, and Squarespace are also not optimized for conversion-focused landing pages.” Llama 4 Maverick, 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. 936 links across 257 sites, every framing counted. Ranked by the number of answers carrying the site or page. 20 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.
36 answers · 43 citations · 13 models
vendor site · Landingi35 answers · 59 citations · 11 models
vendor site · Webflow33 answers · 56 citations · 12 models
30 answers · 36 citations · 10 models
vendor site · Unbounce29 answers · 44 citations · 11 models
vendor site · Instapage25 answers · 55 citations · 11 models
vendor site · Zoho23 answers · 26 citations · 9 models
vendor site · HubSpot15 answers · 22 citations · 8 models
vendor site · Leadpages13 answers · 14 citations · 9 models
publisher (Gane)12 answers · 12 citations · 7 models
vendor site · Guideflow12 answers · 12 citations · 5 models
11 answers · 11 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.
32 answers · 12 models
30 answers · 10 models
22 answers · 10 models
19 answers · 10 models
14 answers · 7 models
13 answers · 6 models
12 answers · 7 models
12 answers · 8 models
11 answers · 4 models
11 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 landing page builder”, “landing page builder”. 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 |
|---|---|---|---|---|---|---|---|---|
| Instapage instapage.com Instapage 34%, Instapage Convert 0% | 34% | 145 | 1,600 | 49 | 171,309 | 0 | ||
| Unbounce unbounce.com | 15% | 171 | 5,400 | 135 | 57,782 | 12 | 2 | |
| HubSpot parent site HubSpot Marketing Hub 8%, HubSpot Landing Pages 7%, HubSpot Content Hub 0% | 15% | 991 | 368,000 | 9,776 | ||||
| Landingi landingi.com | 7% | 86 | 720 | 3 | 32,551 | 1 | ||
| Webflow webflow.com | 5% | 102 | 74,000 | 2,193 | 714,656 | $690 | 59 | |
| Ceros ceros.com | 3% | 23 | 4,400 | 3,632 | 172,974 | 0 | ||
| Adobe parent site Adobe Marketo Engage 3%, Adobe Experience Manager 0% | 3% | 311 | 1,220,000 | 117,563 | ||||
| Foleon foleon.com | 2% | 6 | ||||||
| Turtl turtl.co | 2% | 3 | ||||||
| Builder.io builder.io | 2% | 3 |
Google's top ten for the two searches hold 17 sites; 1 of them are among the sites the models cited here (unbounce.com). The first result for “best landing page builder” is reddit.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 landing page builder for an enterprise B2B company?”Paraphrase“Which landing page and interactive content tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade landing page builders and how do they differ?”Budget-constrained“What is the best landing page builder for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a landing page builder. What should we look at?”Negative“Which landing page builders should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5InstapageInstapageHeldInstapageLandingino first choiceagainst: Carrd, ClickFunnels, Framer, Leadpages
Two alternatives
HubSpot Landing Pages, LandingiThree alternatives
HubSpot Marketing Hub, Landingi, involve.meFour alternatives
Landingi, Prismic, Unbounce, WebflowTwo alternatives
Instapage, PerspectiveGPT-5.4 miniAdobe Marketo EngageInstapage, OutgrowChangedInstapageagainst: LeadpagesWebflowno first choiceagainst: Ceros, Unbounce, Wix
Two alternatives
Instapage, WebflowOne alternative
UnbounceFour alternatives
HubSpot Content Hub, Landingi, Unbounce, WebflowTwo alternatives
HubSpot Landing Pages, Unbounce Concierge / custom pricingGemini 3.5 FlashInstapageCeros, WebflowChangedInstapageBuilder.ioagainst: HubSpot Landing Pages, Leadpages, Unbounceno first choiceagainst: Builderall, Carrd, ClickFunnels, Instapage, Kartra, Leadpages, Linktree, Milkshake, Standard Squarespace, Standard Wix, Systeme.io, Typedream, Unbounce, Webflow
Three alternatives
HubSpot Content Hub, Unbounce, WebflowFour alternatives
HubSpot Content Hub, Instapage, Ion Interactive, TurtlThree alternatives
HubSpot Content Hub, Unbounce, WebflowFour alternatives
Breakdance, Elementor, Instapage, WebflowPerplexity SonarInstapageFoleon, InstapageChangedInstapageagainst: LandingiLandingino first choiceagainst: Carrd, ClickFunnels, Framer, GoHighLevel, HubSpot Landing Pages, Instapage, Kartra, Landingi, Leadpages, Unbounce, Webflow
Two alternatives
HubSpot Landing Pages, UnbounceOne alternative
CerosFive alternatives
Ceros, HubSpot Landing Pages, Salesforce Marketing Cloud, Unbounce, WebflowOne alternative
InstapageGrok 4.20HubSpot Landing Pagesagainst: Framer, Landingi, Leadpages, WebflowHubSpot Landing Pages, StorylaneChangedagainst: Outgrow, Typeform, WebflowInstapage, Unbounceagainst: Salesforce Marketing Cloud, YextHubSpot Marketing Hubagainst: Webflowno first choiceagainst: Carrd, ClickFunnels, Instapage, Leadpages, Unbounce, Wix
Two alternatives
Instapage, UnbounceFour alternatives
Instapage, Navattic, Unbounce, WalnutFour alternatives
Ceros, HubSpot Marketing Hub, Landingi, WebflowTwo alternatives
Instapage, UnbounceMistral SmallInstapage, UnbounceCeros, InstapageChangedUnbounceInstapage, Unbounceno first choiceagainst: Beefree, Leadpages, SimplePages, Unbounce
Two alternatives
HubSpot Marketing Hub, Salesforce Marketing CloudTwo alternatives
Foleon, TurtlThree alternatives
HubSpot Marketing Hub, Instapage, WebflowDeepSeek V4 FlashHubSpot Marketing HubInstapageChangedagainst: Landingi, Unbounce, WebflowInstapageUnbounceagainst: GetResponse, HubSpot Marketing Hub, WebflowWebflowagainst: Framer, Instapage, Unbounceagainst: Carrd, Landingi, Leadpages, Squarespace, Weebly, Wix, WordPress, Zoho LandingPage
Three alternatives
Instapage, Unbounce, WebflowOne alternative
CerosFour alternatives
HubSpot Marketing Hub, Landingi, Unbounce, WebflowOne alternative
InstapageTwo alternatives
Builder.io, LandingiLlama 4 MaverickUnbounceno first choiceChangedInstapage, UnbounceInstapageno first choiceagainst: Carrd, Landingi, Leadpages, Squarespace, Wix, WordPress
Two alternatives
Instapage, LeadpagesOne alternative
LeadpagesTwo alternatives
Prismic, UnbounceThree alternatives
Framer, Instapage, LandingiQwen 3.7 FlashInstapageInstapageHeldInstapageUnbounceHubSpot Landing Pagesagainst: Leadpages, Outgrow, Unbounceagainst: Carrd
Three alternatives
HubSpot Marketing Hub, Unbounce, WebflowOne alternative
UnbounceFour alternatives
HubSpot Landing Pages, Landingi, Unbounce, WebflowThree alternatives
Microsoft Power Pages, Squarespace, WebflowTwo alternatives
Instapage, WebflowKimi K2Instapage, UnbounceInstapage, TurtlChangedInstapageLandingiInstapageagainst: Adobe Experience Manager, Adobe Marketo Engage, Salesforce Marketing Cloud, Unbounceagainst: Carrd, ClickFunnels, Leadpages, Squarespace, Unbounce, Wix
Two alternatives
Adobe Marketo Engage, HubSpot Landing PagesFour alternatives
Ceros, Foleon, HubSpot Marketing Hub, WebflowFive alternatives
Adobe Experience Manager, Adobe Marketo Engage, HubSpot Marketing Hub, Landingi, UnbounceTwo alternatives
Instapage Convert, Unbounce ConciergeThree alternatives
Ceros, HubSpot Marketing Hub, WebflowGLM 4.7 FlashXHubSpot Marketing Hub, InstapageCleverstory, UnbounceChangedagainst: HubSpot Landing PagesHubSpot Marketing HubHubSpot Landing Pagesagainst: Unbounceno first choiceagainst: Carrd, Ceros, ClickFunnels, Convertri, EngageBay, Framer, GetResponse, HubSpot Marketing Hub, Instapage, Keap, Kit, Landingi, Leadpages, MailerLite, Salesforce Marketing Cloud, Sendinblue, Squarespace, Swipe Pages, The Ansira Platform, Unbounce, Webflow, Wishpond, Wix, WordPress, Yext
Seven alternatives
Ceros, Landingi, Salesforce Marketing Cloud, The Ansira Platform, Unbounce, Webflow, YextTwo alternatives
Instapage, RELAYTOSix alternatives
Flint, Instapage, Landingi, Stensul, Unbounce, WebflowOne alternative
WebflowMiniMax M2.5HubSpot Marketing Hub, UnbounceAdobe Marketo EngageChangedUnbounceagainst: Adobe Marketo Engage, Salesforce Marketing Cloud Account EngagementMicrosoft Power Pagesagainst: Instapage, Leadpages, Unbounceno first choiceagainst: Instapage, Leadpages, Squarespace, Unbounce, Webflow, Wix
One alternative
InstapageTwo alternatives
Ceros Interactive Content Platform, HubSpot Marketing HubFour alternatives
Ceros, HubSpot Marketing Hub, Instapage, WebflowOne alternative
HubSpot Content HubGPT-6 LunaInstapageIon InteractiveChangedWebflowLandingiagainst: Webflowno first choiceagainst: Unbounceagainst: Leadpages, Unbounce
Two alternatives
HubSpot Landing Pages, WebflowOne alternative
PathFactoryFive alternatives
Adobe Marketo Engage, HubSpot Content Hub, Instapage, Optimizely CMS, UnbounceMuse Glimmer 30BHubSpot Marketing Hub, Instapage, UnbounceInstapageChangedInstapage, UnbounceLanderLab, Landingi - Enterpriseagainst: HubSpot Landing Pagesno first choiceagainst: Carrd, Instapage, Leadpages, Squarespace, Unbounce, Wix, WordPress
One alternative
FlintOne alternative
CerosSix alternatives
Ceros, ClickFunnels, HubSpot Marketing Hub, Salesforce Marketing Cloud, Webflow, YextTwo alternatives
Instapage Convert, UnbounceBold 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 13:21 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:06 | yes | 3 | 10 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 11:01 | yes | 6 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 13:05 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:58 | yes | 5 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:34 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:28 | yes | 18 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:03 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:24 | yes | 8 | 28 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:15 | yes | 15 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:02 | yes | 24 | 63 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:59 | yes | 19 | 63 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:44 | yes | 3 | 9 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:02 | yes | 13 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:36 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:01 | yes | 2 | 7 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 12:23 | no | 0 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 08:51 | yes | 10 | 2 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:50 | yes | 5 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:08 | yes | 10 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:16 | yes | 24 | 26 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:19 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:55 | yes | 5 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:40 | yes | 25 | 26 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:20 | yes | 19 | 24 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:24 | yes | 15 | 69 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:42 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:35 | yes | 25 | 31 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:05 | yes | 10 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:55 | yes | 7 | 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 12:25 | yes | 10 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:15 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:54 | yes | 9 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:34 | yes | 14 | 17 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:57 | yes | 22 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:29 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:10 | yes | 17 | 36 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:57 | yes | 25 | 43 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:12 | yes | 20 | 344 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:09 | yes | 15 | 49 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:23 | yes | 7 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:14 | yes | 12 | 26 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:05 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:17 | yes | 3 | 8 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 09:20 | no | 0 | 19 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 15:54 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:54 | yes | 15 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:40 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:22 | yes | 24 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:36 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:43 | no | 0 | 32 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:05 | yes | 22 | 43 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:57 | yes | 23 | 63 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:23 | yes | 22 | 67 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:23 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:56 | yes | 23 | 32 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:35 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:21 | no | 0 | 7 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 15:05 | no | 0 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 11:31 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:30 | yes | 5 | 18 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:53 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:49 | yes | 22 | 49 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:59 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:10 | yes | 20 | 61 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:53 | yes | 10 | 123 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:39 | yes | 15 | 20 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:40 | no | 0 | 20 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:26 | yes | 2 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:12 | yes | 15 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:38 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:56 | yes | 4 | 7 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 11:32 | no | 0 | 19 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 11:17 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:29 | yes | 12 | 15 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:14 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:59 | yes | 25 | 28 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:26 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:56 | yes | 10 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:17 | yes | 24 | 45 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:51 | yes | 15 | 86 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:19 | yes | 16 | 45 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:53 | yes | 3 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:40 | yes | 14 | 21 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
HubSpot read as HubSpot Landing Pages
HubSpot Landing Page Builder read as HubSpot Landing Pages
Unresolved, counted raw
Beefree (formerly BEE Free)
Ceros Interactive Content Platform
Cloudflare Pages
Gutenberg blocks
Landingi - Enterprise
Marketo Landing Page Builder
Marketo Landing Pages
Netlify
Salesforce Landing Pages
SimplePages
Standard Squarespace
Standard Wix
Unbounce Concierge
Unbounce Concierge / custom pricing
Vercel
Discontinued, still offered
No shut-down product was recommended here.