B2B intent data providers for small business buyers
Asked as “B2B intent data provider”, and as “B2B buyer intent data vendor”, on behalf of a small B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
65%
Clear leader
65Apollo.io05Dealfront05Lusha24others
65% of first choices, clear leader.
Since September 2026▲+10Since September 2026: 56% → 65%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Apollo.io held the lead, +10 points on 56%, inside the 11-point 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
Apollo.io65%Clear leader▲+10Since September 2026: 56% → 65%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-marketApollo.io27%Contested↗new leaderNew leader since September 2026: Apollo.io (29%) replaces Bombora (35% then, 25% now), 4 points clear, inside the 11-point floor.Standing →Enterprise
6sense44%Clear leader=heldSince September 2026: 45% → 45%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
Apollo.io65%Clear leader▲+10Since September 2026: 56% → 65%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageMid-marketApollo.io27%Contested↗new leaderNew leader since September 2026: Apollo.io (29%) replaces Bombora (35% then, 25% now), 4 points clear, inside the 11-point floor.Standing →Enterprise6sense44%Clear leader=heldSince September 2026: 45% → 45%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →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 rateLabelsQuadrantSince September 2026
01Apollo.io65%3%61endorsed leader▲+10Since September 2026: 56% → 65%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.56% → 65%
Apollo.io65%3%61endorsed leader▲+10Since September 2026: 56% → 65%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.56% → 65%02
Dealfront5%0%46accepted challenger▼−9Since September 2026: 13% → 4%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 4%
Dealfront5%0%46accepted challenger▼−9Since September 2026: 13% → 4%, −9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 4%03
Lusha5%0%25accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
Lusha5%0%25accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%04
G2 Buyer Intent4%3%36accepted challenger▼−1Since September 2026: 6% → 4%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%
G2 Buyer Intent4%3%36accepted challenger▼−1Since September 2026: 6% → 4%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%05
RB2B4%0%27accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
RB2B4%0%27accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%06
Saleshandy4%0%11accepted challenger▼−1Since September 2026: 6% → 4%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%
Saleshandy4%0%11accepted challenger▼−1Since September 2026: 6% → 4%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 4%07
Lead Onion2%4%25accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%
Lead Onion2%4%25accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%08
Warmly2%8%13accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
Warmly2%8%13accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%09
Bombora2%57%60criticized challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%
Bombora2%57%60criticized challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%Show the five products at 0%, ordered by negative rate
13
Demandbase0%81%42criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Demandbase0%81%42criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%146sense0%79%61criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
6sense0%79%61criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%12
ZoomInfo0%73%37criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
ZoomInfo0%73%37criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%11
Cognism0%33%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Cognism0%33%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%10
HubSpot Breeze Intelligence0%0%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
HubSpot Breeze Intelligence0%0%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Apollo.io vs ZoomInfoApollo.io vs RB2BApollo.io vs 6senseApollo.io vs G2 Buyer IntentBombora vs DealfrontBombora vs Factors.aiBombora vs ZoomInfoBombora vs RB2BBombora vs 6senseBombora vs G2 Buyer IntentDealfront vs Factors.aiDealfront vs ZoomInfoDealfront vs RB2BDealfront vs 6senseDealfront vs G2 Buyer IntentFactors.ai vs ZoomInfoFactors.ai vs RB2BFactors.ai vs 6senseFactors.ai vs G2 Buyer IntentZoomInfo vs RB2BZoomInfo vs 6senseZoomInfo vs G2 Buyer IntentRB2B vs 6senseRB2B vs G2 Buyer Intent6sense vs G2 Buyer Intent
One product takes 65% of first choices here, so the chart would put thirteen 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. Five products carry a negative rate above 25% in this category.
What they warned about
Seven of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Mistral Small, Kimi K2, 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.
6sense79%
48 of 61 labels negative · 14 of 14 models · 16 hard negative
“"Bombora for data, skip 6sense until you're enterprise. … 6sense bundles intent with a $100K+ platform you probably don't need."| "It is very expensive, not for SMB"” Muse Glimmer 30B, negative prompt
Demandbase81%
34 of 42 labels negative · 13 of 14 models · 14 hard negative
“These are world-class Account-Based Marketing (ABM) platforms, but they are generally a poor fit—and often a massive waste of capital—for small businesses.” Gemini 3.5 Flash, negative prompt
Bombora57%
34 of 60 labels negative · 13 of 14 models · 13 hard negative
“**Avoid first if budget is very tight:** **Bombora / 6sense / Demandbase** — typically too expensive and operationally heavy for small teams.” GPT-5.4 mini, budget prompt
ZoomInfo73%
27 of 37 labels negative · 13 of 14 models · 8 hard negative
“aggressive auto-renewals, outdated records, and pricing complexity. Lite tier exists but limits full intent value.” Grok 4.1 Fast, negative 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
78 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. 1057 links across 177 sites, every framing counted. Ranked by the number of answers carrying the site or page. 1 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.
vendor site · Demandbase61 answers · 83 citations · 14 models
vendor site · RB2B43 answers · 48 citations · 12 models
vendor site · Saleshandy38 answers · 43 citations · 11 models
vendor site · ZoomInfo33 answers · 40 citations · 9 models
vendor site · Percepture32 answers · 32 citations · 11 models
vendor site · Warmly24 answers · 29 citations · 10 models
24 answers · 24 citations · 9 models
vendor site · Cleverly22 answers · 24 citations · 8 models
21 answers · 23 citations · 13 models
vendor site · Lusha21 answers · 23 citations · 9 models
vendor site · ZenABM21 answers · 22 citations · 10 models
vendor site · MarketBetter20 answers · 21 citations · 9 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.
55 answers · 13 models
40 answers · 12 models
37 answers · 11 models
32 answers · 11 models
24 answers · 9 models
24 answers · 9 models
21 answers · 9 models
21 answers · 10 models
18 answers · 9 models
17 answers · 9 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 “b2b intent data provider”, “best b2b intent data provider”. 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 |
|---|---|---|---|---|---|---|---|---|
| Apollo.io apollo.io | 65% | 1000 | 33,100 | 396 | 111,608 | 94 | ||
| Dealfront leadfeeder.com | 5% | 164 | 590 | 9 | 18,447 | 3 | ||
| Lusha lusha.com | 5% | 322 | 12,100 | 893 | 52,570 | $11 | 57 | |
| G2 Buyer Intent g2.com | 4% | 163 | 90 | 1 | 2,221,182 | 109 | 7 | |
| RB2B rb2b.com | 4% | 95 | 4,400 | 43 | 5,372 | 8 | ||
| Saleshandy saleshandy.com Saleshandy 4%, Saleshandy Lead Finder 0% | 4% | 42 | 2,400 | 20 | 193,553 | 2 | ||
| Lead Onion leadonion.ai | 2% | 29 | 90 | 6 | 59 | |||
| Warmly warmly.ai | 2% | 57 | 4,400 | 805 | 13,997 | 0 | ||
| TrustRadius trustradius.com | 2% | 55 | 1,300 | 19 | 217,045 | |||
| Factors.ai factors.ai | 2% | 91 | 590 | 1 | 8,319 | 31 | 8 |
Google's top ten for the two searches hold 12 sites; 3 of them are among the sites the models cited here (demandbase.com, g2.com, pipeline.zoominfo.com). The first result for “b2b intent data provider” is bombora.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 B2B intent data provider for a small B2B company?”Paraphrase“Which B2B buyer intent data vendor would you recommend to a small business that sells to other businesses?”Comparative“What are the top B2B intent data providers for a small team and how do they differ?”Budget-constrained“What is the best B2B intent data provider for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a B2B intent data provider. What should we look at?”Negative“Which B2B intent data providers should a small business avoid or be cautious about?”
Claude Haiku 4.5Apollo.io, Saleshandyagainst: 6sense, DemandbaseApollo.ioChangedagainst: 6sense, DemandbaseApollo.ioApollo.iono first choiceagainst: 6sense, Apollo.io, Bombora, Cognism, Common Room, Demandbase, ZoomInfo
Six alternatives
Cognism, Dealfront, HubSpot Breeze Intelligence, RB2B, Vector, WarmlyThree alternatives
Dealfront, Lusha, UpLeadFive alternatives
Cognism, Dealfront, Lusha, RB2B, WarmlyThree alternatives
Dealfront, Lusha, RB2BGPT-5.4 miniG2 Buyer Intentagainst: 6sense, ZoomInfoBomboraChangedBombora, G2 Buyer IntentApollo.ioagainst: 6sense, Bombora, Demandbaseno first choiceagainst: 6sense, G2 Marketing Solutions, ZoomInfo
One alternative
BomboraTwo alternatives
6sense, DemandbaseThree alternatives
6sense, Demandbase, ZoomInfoOne alternative
G2 Buyer IntentGemini 3.5 FlashApollo.ioagainst: 6sense, Demandbase, ZoomInfoApollo.ioHeldagainst: 6sense, Bombora, DemandbaseApollo.ioagainst: 6sense, DemandbaseApollo.ioagainst: 6sense, Bombora, DemandbaseKoala, Warmlyagainst: 6sense, Demandbase, ZoomInfoagainst: 6sense, Apollo.io, Demandbase, Seamless.AI, ZoomInfo
Four alternatives
AdRoll ABM, Dealfront, Lusha, RB2BFour alternatives
Clay, Cognism, Dealfront, RB2BFive alternatives
Clay, Dealfront, RB2B, UpLead, WarmlyFour alternatives
Dealfront, Lusha, RB2B, UpLeadFour alternatives
Apollo.io, G2 Buyer Intent, HubSpot Breeze Intelligence, RB2BPerplexity SonarApollo.ioagainst: 6sense, DemandbaseApollo.ioHeldBomboraApollo.ioagainst: 6sense, Bombora, Clay, Demandbaseno first choiceagainst: 6sense, Demandbase, IntentData.io-style contact-level tools, ZoomInfo
Two alternatives
Bombora, DealfrontTwo alternatives
Dealfront, LushaFour alternatives
6sense, Apollo.io, Dealfront, G2 Buyer IntentTwo alternatives
Dealfront, SaleshandyGrok 4.1 FastApollo.ioagainst: 6sense, Cognism, Demandbase, ZoomInfoApollo.ioHeldagainst: 6sense, BomboraApollo.ioagainst: 6sense, Bombora, Demandbase, ZoomInfoApollo.ioagainst: Bomborano first choiceagainst: 6sense, Bombora, Demandbase, ZoomInfo
Three alternatives
Lead Onion, RB2B, SaleshandyTwo alternatives
Lead Onion, RB2BThree alternatives
Dealfront, G2 Buyer Intent, Lead OnionFour alternatives
6sense, Dealfront, Lead Onion, RB2BFour alternatives
6sense, Bombora, Dealfront, LushaMistral SmallApollo.io, DealfrontLushaChangedagainst: 6sense, Bombora, Demandbase, Warmly, ZoomInfoApollo.io, Saleshandyagainst: 6sense, Bombora, DemandbaseApollo.iono first choiceagainst: 6sense, Bombora, Lead Onion, ZoomInfo
One alternative
Lead OnionThree alternatives
Apollo.io, Dealfront, RB2BThree alternatives
Dealfront, Lusha, ZoomInfoOne alternative
Lead OnionDeepSeek V4 FlashApollo.ioagainst: 6sense, Bombora, Demandbase, ZoomInfoApollo.ioHeldagainst: 6sense, Bombora, ZoomInfoApollo.io, Dealfrontagainst: 6sense, Bombora, Demandbase, ZoomInfoApollo.ioagainst: Bombora, Cognism, Demandbase, ZoomInfoAdRoll ABM, Apollo.io, Dealfront, RB2Bagainst: 6sense, Demandbaseagainst: 6sense, Bombora, Demandbase, Nyte.ai, ZoomInfo
Four alternatives
Lead Onion, Lemlist, LinkedIn Sales Navigator, SaleshandyTwo alternatives
Dealfront, Lead OnionTwo alternatives
G2 Buyer Intent, LeadOnionTwo alternatives
6sense, DealfrontTwo alternatives
Bombora, ZoomInfoLlama 4 Maverickno first choiceno first choiceHeldApollo.io, Saleshandyagainst: 6senseApollo.io, Saleshandyno first choicenothing named
Two alternatives
Lemlist, LushaFive alternatives
Dealfront, Google Analytics 4, HubSpot lead scoring, Lead Onion, VisualpingQwen 3.7 FlashApollo.ioApollo.ioHeldagainst: 6sense, Bombora, Dun & Bradstreet, ZoomInfoApollo.io, Dealfrontagainst: 6sense, DemandbaseApollo.ioagainst: 6sense, Bomborano first choiceagainst: 6sense, Bombora
Two alternatives
Lead Onion, LushaTwo alternatives
Dealfront, G2 Buyer IntentThree alternatives
Bombora, Cognism, G2 Buyer IntentTwo alternatives
Dealfront, LushaKimi K2Apollo.ioagainst: 6sense, Demandbase, ZoomInfoLusha, RB2BChangedagainst: 6sense, Bombora, Demandbase, ZoomInfoRB2B, WarmlyApollo.ioagainst: 6sense, Bombora, Demandbase, ZoomInfoG2 Buyer Intent, TrustRadiusagainst: 6sense, Bombora, ZoomInfo
Four alternatives
G2 Buyer Intent, HubSpot's Native Intent Tracking, Lead Onion, LushaTwo alternatives
Apollo.io, Lead OnionTwo alternatives
Factors.ai, SalesmotionFour alternatives
Dealfront, Lead Onion, Lusha, RB2BSix alternatives
Apollo.io, Clearbit Reveal, Dealfront, Factors.ai, Lusha, RB2BGLM 4.7 FlashXApollo.ioagainst: 6sense, Bombora, DemandbaseApollo.ioHeldagainst: 6sense, BomboraApollo.ioagainst: 6sense, Bombora, ZoomInfoApollo.ioagainst: Bomborano first choiceagainst: TechTarget Priority Enginenothing named
Two alternatives
Dealfront, MarketBetterOne alternative
DealfrontOne alternative
DealfrontTwo alternatives
Bombora, HubSpot Breeze IntelligenceMiniMax M2.5Lead Onionagainst: 6sense Free PlanApollo.ioChangedApollo.io, LushaApollo.iono first choiceagainst: 6sense, Bombora, Demandbase, ZoomInfo
Three alternatives
HubSpot Native Intent Tracking, Lusha, revAlign.ioTwo alternatives
Dealfront, RB2BOne alternative
Lead OnionOne alternative
Lead411GPT-6 LunaFactors.aiApollo.ioChangedagainst: 6senseHubSpot Breeze Intelligenceagainst: Demandbase, ZoomInfoApollo.iono first choiceagainst: 6sense, Bombora, Demandbase, G2 Buyer Intent, ZoomInfo
One alternative
G2 Buyer IntentOne alternative
G2 Buyer IntentFour alternatives
6sense Data Packs, Bombora, G2 Buyer Intent, Informa TechTarget Priority EngineTwo alternatives
G2 Buyer Intent, WarmlyMuse Glimmer 30BApollo.ioagainst: 6sense, Bombora, DemandbaseApollo.io, DealfrontChangedRB2Bagainst: 6sense, BomboraApollo.ioagainst: 6sense, BomboraApollo.io, Lushaagainst: 6sense, Bombora, Demandbaseagainst: 6sense, Bombora, Cognism, Demandbase, ZoomInfo
Four alternatives
Lead Onion, Leadfeeder, Dealfront, Lusha, RB2BThree alternatives
G2 Buyer Intent, Lead Onion, LushaThree alternatives
Apollo.io, Dealfront, Saleshandy Lead FinderThree alternatives
Dealfront, Lead Onion, RB2BBold 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 | 2026-10-01 09:56 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:23 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:35 | yes | 14 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:04 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:06 | yes | 18 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:25 | yes | 7 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:01 | yes | 22 | 44 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:58 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:52 | yes | 23 | 107 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:09 | yes | 11 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:05 | yes | 21 | 82 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:38 | yes | 9 | 23 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:51 | yes | 2 | 11 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 14:15 | yes | 10 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:29 | yes | 17 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:49 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:11 | yes | 7 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 12:30 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:37 | yes | 20 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:28 | yes | 8 | 24 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:11 | yes | 22 | 21 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:13 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:08 | no | 0 | 28 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:36 | yes | 15 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:00 | yes | 25 | 79 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:25 | yes | 14 | 29 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:12 | yes | 4 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:09 | yes | 12 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:14 | yes | 17 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:27 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:43 | yes | 27 | 33 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:06 | yes | 18 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:16 | yes | 19 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:49 | yes | 8 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:56 | yes | 23 | 42 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:37 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:03 | yes | 9 | 33 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:30 | yes | 18 | 26 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:26 | yes | 19 | 38 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:59 | yes | 22 | 31 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:42 | yes | 6 | 42 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:33 | yes | 20 | 43 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:58 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:07 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:03 | yes | 18 | 27 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:20 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:12 | yes | 19 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:52 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:20 | yes | 21 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:25 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:14 | yes | 15 | 48 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:19 | yes | 17 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:01 | yes | 23 | 38 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:29 | yes | 14 | 25 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:47 | yes | 3 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:02 | yes | 13 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:20 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:46 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:56 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 13:42 | yes | 17 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:17 | yes | 12 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:22 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:56 | yes | 18 | 40 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:45 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:57 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:42 | yes | 15 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:47 | yes | 20 | 142 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:47 | yes | 10 | 24 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:57 | yes | 3 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:06 | yes | 12 | 34 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:20 | yes | 9 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:52 | yes | 6 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:10 | yes | 18 | 34 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:26 | yes | 18 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:38 | yes | 20 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 14:06 | yes | 12 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:27 | yes | 21 | 47 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:39 | yes | 5 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:00 | yes | 9 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:29 | yes | 20 | 21 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:41 | yes | 19 | 49 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:35 | yes | 19 | 39 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:46 | yes | 4 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:33 | yes | 21 | 33 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 Breeze Intelligence
Unresolved, counted raw
6sense Data Packs
6sense Free Plan
G2 Marketing
HubSpot lead scoring
HubSpot's Native Intent Tracking
IntentData.io-style contact-level tools
LeadOnion
Leadfeeder, Dealfront
LinkedIn Insights
Nyte.ai
revAlign.io
Discontinued, still offered
No shut-down product was recommended here.