Account-based marketing platforms
Asked as “account-based marketing platform”, and as “ABM platform”, on behalf of a mid-market B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
56%
AdRoll ABMClear leader
56AdRoll ABM11HubSpot Marketing Hub05Terminus27others
56% 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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
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.
All twenty-eight head-to-head pages: the top eight products, each against each
AdRoll ABM vs Apollo.ioAdRoll ABM vs DemandbaseAdRoll ABM vs 6senseAdRoll ABM vs Factors.aiHubSpot Marketing Hub vs TerminusHubSpot Marketing Hub vs ZenABMHubSpot Marketing Hub vs Apollo.ioHubSpot Marketing Hub vs DemandbaseHubSpot Marketing Hub vs 6senseHubSpot Marketing Hub vs Factors.aiTerminus vs ZenABMTerminus vs Apollo.ioTerminus vs DemandbaseTerminus vs 6senseTerminus vs Factors.aiZenABM vs Apollo.ioZenABM vs DemandbaseZenABM vs 6senseZenABM vs Factors.aiApollo.io vs DemandbaseApollo.io vs 6senseApollo.io vs Factors.aiDemandbase vs 6senseDemandbase vs Factors.ai6sense vs Factors.ai
One product takes 56% of first choices here, so the chart would put ten markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Two products carry a negative rate above 25% in this category.
What they warned about
Seven of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Mistral Small, Llama 4 Maverick and GLM 4.7 FlashX 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.
Demandbase42%
25 of 60 labels negative · 11 of 12 models · 6 hard negative
“What to Avoid for Mid-Sized Companies: Demandbase & 6sense - Enterprise pricing ($60K-$300K/year) typically too high” Mistral Small, paraphrase prompt
6sense45%
23 of 51 labels negative · 11 of 12 models · 5 hard negative
“### 6Sense - Opaque Intent Scores ... Black Box Approach ... Long Implementation: 6+ month implementations common” GLM 4.7 FlashX, negative prompt
ZoomInfo Marketing24%
6 of 25 labels negative · 6 of 12 models · 3 hard negative
“here are the account-based marketing platforms you should be cautious about or avoid: ## Platforms with Major Issues ### ZoomInfo” GLM 4.7 FlashX, negative prompt
Terminus21%
7 of 34 labels negative · 6 of 12 models · 1 hard negative
“some ABM platforms to avoid or be cautious about include: 1. Terminus - Merged with DemandScience in November 2024” Llama 4 Maverick, 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
22 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. 264 links across 89 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 · Demandbase13 answers · 14 citations · 4 models
vendor site · Gartner11 answers · 11 citations · 3 models
10 answers · 20 citations · 3 models
vendor site · MarketBetter9 answers · 9 citations · 3 models
8 answers · 8 citations · 3 models
vendor site · ZoomInfo7 answers · 8 citations · 2 models
7 answers · 7 citations · 4 models
6 answers · 10 citations · 3 models
vendor site · Factors.ai6 answers · 7 citations · 3 models
vendor site · ZenABM6 answers · 7 citations · 2 models
vendor site · Cleverly6 answers · 6 citations · 2 models
vendor site · HG Insights6 answers · 6 citations · 3 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.
11 answers · 3 models
10 answers · 3 models
9 answers · 3 models
8 answers · 3 models
6 answers · 2 models
6 answers · 3 models
6 answers · 2 models
5 answers · 2 models
4 answers · 2 models
4 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 “account-based marketing platform”, “best account-based marketing 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 |
|---|---|---|---|---|---|---|---|---|
| AdRoll ABM adroll.com | 56% | 204 | 110 | 0 | 52,273 | 18 | ||
| HubSpot parent site HubSpot Marketing Hub 11% | 11% | 991 | 368,000 | 9,776 | ||||
| Terminus demandscience.com | 5% | 97 | 27,100 | 3,267 | 5,320 | 8 | ||
| ZenABM zenabm.com | 5% | 21 | 50 | 1 | 1,020 | 1 | 5 | |
| Apollo.io apollo.io | 4% | 1010 | 33,100 | 396 | 111,608 | 94 | ||
| Demandbase demandbase.com | 4% | 581 | 5,400 | 211 | 42,531 | 34 | 2 | |
| 6sense 6sense.com 6sense 4%, 6sense Revenue AI 0% | 4% | 618 | 49,500 | 316 | 108,788 | $1,209 | 120 | |
| Factors.ai factors.ai | 2% | 54 | 590 | 1 | 8,319 | 31 | 9 | |
| ZoomInfo parent site ZoomInfo Marketing 2% | 2% | 51 | 135,000 | 1,810 | ||||
| N.Rich nrich.io | 2% | 14 | 6 |
Google's top ten for the two searches hold 15 sites; 7 of them are among the sites the models cited here (demandbase.com, factors.ai, g2.com, gartner.com, pipeline.zoominfo.com, tofuhq.com, zenabm.com). The first result for “account-based marketing platform” is forbes.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 account-based marketing platform for a mid-market B2B company?”Paraphrase“Which ABM platform would you recommend to a mid-sized B2B company?”Comparative“What are the top account-based marketing platforms and how do they differ?”Budget-constrained“What is the best account-based marketing platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an account-based marketing platform. What should we look at?”Negative“Which account-based marketing platforms should I avoid or be cautious about?”
Claude Haiku 4.5AdRoll ABM, ZoomInfo MarketingAdRoll ABMChanged6sense, DemandbaseLeadPostno first choiceagainst: 6sense, AdRoll ABM, Demandbase, ZoomInfo Marketing
One alternative
6senseTwo alternatives
HubSpot Marketing Hub, ZoomInfo MarketingFour alternatives
AdRoll ABM, Terminus, Tofu, ZoomInfo MarketingFive alternatives
AdRoll, AdRoll ABM, Apollo.io, Factors.ai, HubSpot Marketing HubGPT-5.4 mini6senseAdRoll ABMChanged6senseAdRoll ABM, HubSpot Marketing Hubagainst: 6sense, Demandbaseno first choicenothing named
Two alternatives
AdRoll ABM, DemandbaseTwo alternatives
6sense, DemandbaseThree alternatives
ABX, AdRoll ABM, DemandbaseGemini 3.5 FlashAdRoll ABMAdRoll ABMHeldagainst: 6sense, Demandbase6sense Revenue AI, DemandbaseAdRoll ABMagainst: 6sense, Demandbase, TerminusAdRoll ABM, Factors.aiagainst: 6sense, Demandbaseagainst: 6sense, AdRoll ABM, Demandbase, Terminus, ZoomInfo MarketingOS
Three alternatives
6sense, Abmatic AI, HubSpot Marketing HubFive alternatives
Clay, Factors.ai, HubSpot Marketing Hub, LinkedIn Campaign Manager, ZoomInfo MarketingThree alternatives
AdRoll ABM, Factors.ai, Influ2Five alternatives
Apollo.io, Factors.ai, HubSpot Marketing Hub, Koala, LinkedIn Campaign ManagerTwo alternatives
Common Room, WarmlyPerplexity SonarAdRoll ABMAdRoll ABMHeldagainst: Abmatic AI, HubSpot Marketing Hub6sense, DemandbaseAdRoll ABM, HubSpot Marketing Hubno first choiceagainst: 6sense, Demandbase, Terminus/ABX
Two alternatives
6sense, DemandbaseTwo alternatives
6sense, DemandbaseFour alternatives
AdRoll ABM, HubSpot Marketing Hub, Terminus/ABX, ZoomInfo MarketingThree alternatives
Apollo.io, RB2B, ZenABMGrok 4.20AdRoll ABMagainst: 6senseAdRoll ABMHeldagainst: 6sense, Demandbase6sense, Demandbaseagainst: Bombora, MutinyApollo.ioagainst: 6sense, AdRoll ABM, DemandbaseAdRoll ABM, HubSpot Marketing Hubagainst: 6sense, Demandbase, Terminus, ZoomInfo Marketing
Three alternatives
Demandbase, HubSpot Marketing Hub, TerminusThree alternatives
HubSpot Marketing Hub, Terminus, ZenABMFour alternatives
AdRoll ABM, HubSpot Marketing Hub, Terminus, ZoomInfo MarketingFour alternatives
Dealfront, HubSpot Marketing/Sales Hub, MarketBetter, ZenABMThree alternatives
6sense, Demandbase, ZoomInfo MarketingMistral SmallAdRoll ABMagainst: 6sense, DemandbaseHubSpot Marketing HubChangedagainst: 6sense, Demandbase6sense, DemandbaseAdRoll ABM, N.Richno first choiceagainst: Adobe Marketo Engage, Apollo.io, Datanyze, Dealfront, Demandbase, ZoomInfo Marketing
Four alternatives
Factors.ai, HockeyStack, HubSpot Marketing Hub, TerminusTwo alternatives
AdRoll ABM, TerminusFive alternatives
AdRoll ABM, HubSpot Marketing Hub, Terminus, ZenABM, ZoomInfo MarketingSix alternatives
Apollo.io, Factors.ai, HubSpot Marketing Hub, RB2B, Salesmotion, ZenABMTwo alternatives
AdRoll ABM, HubSpot Marketing HubDeepSeek V4 FlashAdRoll ABM, Terminusagainst: 6sense, DemandbaseAdRoll ABM, TerminusHeldagainst: 6sense, Demandbase6sense, DemandbaseZenABMagainst: 6sense, Demandbase, Metadata.iono first choiceagainst: 6sense, Adobe Marketo Engage, Bombora, Datanyze, Dealfront, Demandbase, HubSpot Breeze Intelligence, StackAdapt, Terminus, ZoomInfo Marketing
One alternative
HubSpot Marketing HubOne alternative
HubSpot Marketing HubThree alternatives
AdRoll ABM, HubSpot Marketing Hub, TerminusFour alternatives
AdRoll ABM, Apollo.io, N.Rich, RB2BLlama 4 MaverickAdRoll ABMMarketBetterChangedno first choiceAdRoll ABM6sense, AdRoll ABM, Demandbaseagainst: Common Room, Terminus
Four alternatives
6sense Revenue AI, Demandbase, Metaflow AI, ZoomInfo MarketingOSFour alternatives
6sense Revenue AI, Abmatic AI, AdRoll ABM, DemandbaseTwo alternatives
Apollo.io, Sales Navigator CoreQwen 3.7 FlashAdRoll ABMAdRoll ABMHeldagainst: Demandbase6sense, DemandbaseApollo.io, ZenABMagainst: 6sense, Demandbase, Drift, Madison LogicDemandbaseagainst: Adobe Experience Cloud, Apollo.io, Dropoff, HubSpot Breeze Intelligence, IBM OpenPages, Ion, Oracle Eloqua, Outreach, Salesloft
Three alternatives
6sense, Demandbase, TerminusTwo alternatives
HubSpot Marketing Hub, TerminusFive alternatives
AdRoll ABM, Common Room, HubSpot Marketing Hub, Terminus, ZenABMThree alternatives
AdRoll ABM, HubSpot Marketing Hub, RB2BThree alternatives
AdRoll ABM, Terminus, ZoomInfo MarketingKimi K2AdRoll ABMagainst: DemandbaseAdRoll ABMHeldagainst: 6sense, Demandbase6sense, DemandbaseAdRoll ABM, ZenABMagainst: 6sense, DemandbaseAdRoll ABM, Terminusagainst: 6sense, Datanyze, Dealfront, Demandbase, Terminus, ZoomInfo Marketing
Three alternatives
6sense, DemandScience, HubSpot Marketing HubTwo alternatives
HubSpot Marketing Hub, TerminusThree alternatives
AdRoll ABM, HubSpot Marketing Hub, ZoomInfo MarketingTwo alternatives
Factors.ai, HubSpot Marketing HubGLM 4.7 FlashXAdRoll ABM, HubSpot Marketing HubAdRoll ABMChanged6sense, DemandbaseHubSpot Marketing Hubno first choiceagainst: 6sense, Demandbase, ZoomInfo Marketing
Two alternatives
6sense Revenue AI, DemandbaseThree alternatives
Abmatic AI, HubSpot Marketing Hub, TerminusTwo alternatives
AdRoll ABM, ZoomInfo MarketingTwo alternatives
Dealfront, HubSpot CRMMiniMax M2.5AdRoll ABMAdRoll ABMHeldno first choiceLinkedIn Sales Navigatorno first choiceagainst: 6sense, AdRoll ABM, Common Room, Demandbase, StackAdapt, Terminus
Three alternatives
6sense Revenue AI, Demandbase, TerminusThree alternatives
Demandbase, HubSpot Marketing Hub, TerminusNine alternatives
6sense, AdRoll ABM, Demandbase, Folloze, HubSpot Breeze Intelligence, HubSpot Marketing Hub, Mutiny, Terminus, ZoomInfo MarketingThree alternatives
AdRoll ABM, Apollo.io, HubSpot Marketing HubBold 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 | 2026-09-14 23:32 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:20 | yes | 3 | 7 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:42 | yes | 14 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 00:19 | 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) | 2026-09-14 23:14 | yes | 0 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:27 | yes | 0 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:13 | yes | 0 | 32 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:21 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:27 | yes | 0 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:44 | yes | 0 | 39 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:43 | yes | 0 | 92 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:49 | yes | 0 | 14 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:33 | yes | 14 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:40 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:20 | yes | 8 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 04:54 | yes | 20 | 4 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) | 2026-09-14 23:46 | yes | 0 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:33 | yes | 0 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:36 | yes | 0 | 13 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:47 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:07 | yes | 0 | 35 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 22:54 | yes | 0 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:09 | yes | 0 | 25 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:55 | yes | 0 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:09 | yes | 8 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 05:03 | yes | 3 | 12 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:15 | yes | 15 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 00:26 | yes | 20 | 10 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 04:29 | yes | 0 | 6 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:29 | yes | 0 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:47 | yes | 0 | 36 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:48 | yes | 0 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:00 | yes | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 22:59 | yes | 0 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:00 | yes | 0 | 50 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:15 | yes | 0 | 15 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:16 | yes | 8 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:09 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:44 | yes | 9 | 16 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 01:51 | yes | 20 | 5 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 03:28 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:06 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:10 | yes | 0 | 14 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:24 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:17 | yes | 0 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:09 | yes | 0 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 05:06 | yes | 0 | 52 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:50 | yes | 0 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:04 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 22:58 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:55 | yes | 13 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-14 23:07 | yes | 20 | 9 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 01:36 | yes | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:46 | yes | 0 | 13 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:03 | yes | 0 | 19 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:36 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 22:55 | yes | 0 | 33 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:02 | yes | 0 | 57 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:41 | yes | 0 | 56 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:14 | yes | 0 | 16 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:05 | yes | 13 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:05 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:19 | yes | 19 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 00:48 | yes | 20 | 11 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 01:22 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:43 | yes | 0 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:09 | yes | 0 | 24 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:53 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:34 | no | 0 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:31 | yes | 0 | 49 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:35 | yes | 0 | 19 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:20 | yes | 0 | 23 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 (Enterprise add-on) read as HubSpot Marketing Hub
HubSpot (Marketing Hub) read as HubSpot Marketing Hub
HubSpot (Marketing/Sales Hub) read as HubSpot Marketing Hub
HubSpot ABM read as HubSpot Marketing Hub
HubSpot ABM (Native) read as HubSpot Marketing Hub
HubSpot ABM (native) read as HubSpot Marketing Hub
HubSpot ABM Tools read as HubSpot Marketing Hub
HubSpot Marketing Hub ABM read as HubSpot Marketing Hub
HubSpot Native ABM read as HubSpot Marketing Hub
HubSpot-native ABM read as HubSpot Marketing Hub
Propensity read as Propensity ABM
ZoomInfo read as ZoomInfo Marketing
ZoomInfo Marketing OS read as ZoomInfo Marketing
Unresolved, counted raw
6pack
6sense Free Tier
Dropoff
Engagio
IBM OpenPages
Sales Navigator Core
Discontinued, still offered
No shut-down product was recommended here.