Sales dialers and calling for small business buyers
Asked as “sales dialer”, and as “outbound calling platform for sales teams”, on behalf of a small B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
37%
Contested · CloudTalk 12%
37JustCall12CloudTalk09Kixie PowerCall42others
37% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: JustCall (34%) replaces CloudTalk (28% then, 13% now), 21 points clear, past the 11-point floor.JustCall leads at 34%, replacing CloudTalk, which led at 28% and stands at 13% now: 21 points clear, 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
JustCall37%Contested↗new leaderNew leader since September 2026: JustCall (34%) replaces CloudTalk (28% then, 13% now), 21 points clear, past the 11-point floor.This pageMid-market
CloudTalk22%Contested↗new leaderNew leader since September 2026: CloudTalk (23%) replaces Aloware (18% then, 7% now), 16 points clear, past the 11-point floor.Standing →Enterprise
Five916%Contested↗new leaderNew leader since September 2026: Five9 (14%) replaces Outreach Voice (20% then, 12% now), 2 points clear, inside the 11-point floor.Standing →
JustCall37%Contested↗new leaderNew leader since September 2026: JustCall (34%) replaces CloudTalk (28% then, 13% now), 21 points clear, past the 11-point floor.This pageMid-marketCloudTalk22%Contested↗new leaderNew leader since September 2026: CloudTalk (23%) replaces Aloware (18% then, 7% now), 16 points clear, past the 11-point floor.Standing →EnterpriseFive916%Contested↗new leaderNew leader since September 2026: Five9 (14%) replaces Outreach Voice (20% then, 12% now), 2 points clear, inside the 11-point floor.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
01JustCall37%4%57endorsed leader▲+16Since September 2026: 18% → 34%, +16 points. Past the 11-point floor: movement. Read over the models both editions asked.18% → 34%
JustCall37%4%57endorsed leader▲+16Since September 2026: 18% → 34%, +16 points. Past the 11-point floor: movement. Read over the models both editions asked.18% → 34%02CloudTalk12%0%33accepted challenger▼−15Since September 2026: 28% → 13%, −15 points. Past the 11-point floor: movement. Read over the models both editions asked.28% → 13%
CloudTalk12%0%33accepted challenger▼−15Since September 2026: 28% → 13%, −15 points. Past the 11-point floor: movement. Read over the models both editions asked.28% → 13%03
Kixie PowerCall9%8%40accepted challenger▼−7Since September 2026: 16% → 9%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.16% → 9%
Kixie PowerCall9%8%40accepted challenger▼−7Since September 2026: 16% → 9%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.16% → 9%04
Aircall7%3%37accepted challenger▲+3Since September 2026: 6% → 9%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 9%
Aircall7%3%37accepted challenger▲+3Since September 2026: 6% → 9%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 9%05
Close5%0%19accepted challenger▲+2Since September 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 6%
Close5%0%19accepted challenger▲+2Since September 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 6%06
Dialpad4%9%11accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
Dialpad4%9%11accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%07
PhoneBurner2%25%24criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
PhoneBurner2%25%24criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the one product at 0%, ordered by negative rate
08
Orum0%57%14criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Orum0%57%14criticized 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
CloudTalk vs AlowareCloudTalk vs NooksCloudTalk vs PhoneBurnerCloudTalk vs DialpadJustCall vs Kixie PowerCallJustCall vs OrumJustCall vs AlowareJustCall vs NooksJustCall vs PhoneBurnerJustCall vs DialpadKixie PowerCall vs OrumKixie PowerCall vs AlowareKixie PowerCall vs NooksKixie PowerCall vs PhoneBurnerKixie PowerCall vs DialpadOrum vs AlowareOrum vs NooksOrum vs PhoneBurnerOrum vs DialpadAloware vs NooksAloware vs PhoneBurnerAloware vs DialpadNooks vs PhoneBurnerNooks vs DialpadPhoneBurner vs Dialpad
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 →
0102030405060708Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01JustCall37%
JustCall37%02CloudTalk12%
CloudTalk12%03Kixie PowerCall9%
Kixie PowerCall9%04Aircall7%
Aircall7%05Close5%
Close5%06Dialpad4%
Dialpad4%07PhoneBurner2%
PhoneBurner2%08Orum0%
Orum0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, 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 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.
PhoneBurner25%
6 of 24 labels negative · 6 of 14 models
“like Orum, Kixie, or PhoneBurner) have hidden costs, require annual contracts, or mandate **minimum seat requirements**” Gemini 3.5 Flash, budget prompt
Orum57%
8 of 14 labels negative · 5 of 14 models · 2 hard negative
“Skip pure parallel/predictive platforms like Orum or Nooks unless raw volume matters more than per-call quality.” Muse Glimmer 30B, scale prompt
Salesloft Dialer50%
4 of 8 labels negative · 4 of 14 models · 3 hard negative
“**Verdict:** Avoid unless you're a funded mid-market company with dedicated IT resources and a Salesforce admin.” DeepSeek V4 Flash, negative prompt
RingCentral Events50%
4 of 8 labels negative · 4 of 14 models · 1 hard negative
“Don't buy a **phone system (Vonage, RingCentral) as a dialer**.” DeepSeek V4 Flash, 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
77 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. 1014 links across 163 sites, every framing counted. Ranked by the number of answers carrying the site or page. 27 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 · JustCall49 answers · 101 citations · 14 models
vendor site · CloudTalk43 answers · 77 citations · 13 models
vendor site · Kixie36 answers · 44 citations · 13 models
vendor site · Guideflow36 answers · 39 citations · 11 models
vendor site · Aloware32 answers · 37 citations · 11 models
vendor site · Prospeo23 answers · 27 citations · 9 models
vendor site · HubSpot23 answers · 23 citations · 11 models
vendor site · Close21 answers · 22 citations · 10 models
vendor site · UpLead20 answers · 20 citations · 8 models
18 answers · 22 citations · 9 models
vendor site · Aircall17 answers · 22 citations · 11 models
vendor site · Ranktracker17 answers · 17 citations · 10 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.
33 answers · 11 models
27 answers · 9 models
22 answers · 10 models
21 answers · 10 models
20 answers · 8 models
19 answers · 9 models
18 answers · 9 models
17 answers · 10 models
15 answers · 10 models
14 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 sales dialer”, “sales dialer”. 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 |
|---|---|---|---|---|---|---|---|---|
| JustCall justcall.io | 37% | 153 | 8,100 | 178 | 587,743 | $127 | 120 | 1 |
| CloudTalk cloudtalk.io | 12% | 358 | 2,900 | 62 | 95,515 | $1,909 | 119 | 3 |
| Kixie PowerCall kixie.com | 9% | 73 | 390 | 2 | 22,926 | 6 | ||
| Aircall aircall.io | 7% | 181 | 14,800 | 242 | 6,179,781 | $286 | 102 | |
| Allo withallo.com | 7% | 16 | 27,100 | 2,116 | 408,256 | $5,051 | 42 | |
| Close close.com | 5% | 68 | 368,000 | 1,940,083 | 168,266 | $2,188 | 18 | 9 |
| HubSpot parent site HubSpot Sales Hub 5%, HubSpot Call Tracker 0% | 5% | 693 | 368,000 | 9,776 | ||||
| DialSheet dialsheet.io | 5% | 7 | ||||||
| Dialpad dialpad.com | 4% | 121 | 40,500 | 905 | 6,588,510 | $1,842 | 120 | 3 |
| Apollo.io apollo.io | 4% | 1000 | 33,100 | 396 | 111,608 | 94 |
Google's top ten for the two searches hold 15 sites; 4 of them are among the sites the models cited here (aloware.com, close.com, cloudtalk.io, justcall.io). The first result for “best sales dialer” is aloware.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 sales dialer for a small B2B company?”Paraphrase“Which outbound calling platform for sales teams would you recommend to a small business that sells to other businesses?”Comparative“What are the top sales dialers for a small team and how do they differ?”Budget-constrained“What is the best sales dialer for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a sales dialer. What should we look at?”Negative“Which sales dialers should a small business avoid or be cautious about?”
Claude Haiku 4.5CloudTalkDialpad, HubSpot Sales HubChangedAlloJustCallno first choicenothing named
Four alternatives
Allo, FreJun, JustCall, Saleshandy DialerThree alternatives
Outreach Voice, RingCentral Events, Salesloft DialerThree alternatives
Aircall, CloudTalk, Kixie PowerCallFour alternatives
Aircall, CallHippo, Dialpad, KrispCallGPT-5.4 miniHubSpot Sales HubHubSpot Sales HubHeldAircall, HubSpot Sales HubJustCallno first choicenothing named
Three alternatives
Klenty, Ring.io, Salesloft DialerTwo alternatives
JustCall, Outreach VoiceOne alternative
RingCentral EventsThree alternatives
DialedIn CCaaS, ProspectBoss, Ricochet360Gemini 3.5 FlashKixie PowerCallCloudTalkChangedCloudTalkAlloagainst: Kixie PowerCall, Orum, PhoneBurnerno first choiceagainst: ConnectAndSell, Genesys Cloud CX, GoHighLevel, OpenPhone, Orum, RingCentral Events, Talkdesk, Zoom Phone
Four alternatives
Aloware, Close, JustCall, PhoneBurnerThree alternatives
Close, JustCall, Kixie PowerCallFour alternatives
Allo, JustCall, Kixie PowerCall, PhoneBurnerFour alternatives
JustCall, MightyCall, Myphoner, VICIdialPerplexity SonarCloseApollo.io, CloseChangedHubSpot Call TrackerJustCallagainst: Mojono first choicenothing named
Two alternatives
CloudTalk, RingoverTwo alternatives
CloudTalk, JustCallSix alternatives
Allo, CloudTalk, JustCall, Kixie PowerCall, PhoneBurner, RingoverTwo alternatives
CloudTalk, VoicentGrok 4.1 FastCloseAircallChangedagainst: PhoneBurner, RingCentral Eventsno first choiceDialSheetJustCallagainst: Orumagainst: Dialpad, JustCall, Mojo Dialer, MonsterConnect, ProspectBoss, Salesloft Dialer
Four alternatives
Aircall, JustCall, MightyCall, PhoneBurnerThree alternatives
CloudTalk, JustCall, Kixie PowerCallThree alternatives
Aloware, JustCall, Kixie PowerCallFour alternatives
Aircall, Close, Kixie PowerCall, PhoneBurnerMistral SmallJustCallAircall, JustCallChangedJustCallCloudTalk, JustCallno first choicenothing named
Three alternatives
Aircall, Fastcall, VoicentOne alternative
NextivaSix alternatives
Close, Fastcall, Kixie PowerCall, Orum, PhoneBurner, SmartDialerOne alternative
SalesfinityDeepSeek V4 FlashKixie PowerCallCloudTalkChangedJustCallagainst: PhoneBurnerJustCallKixie PowerCallagainst: Kixie PowerCall, Nextiva, ProspectBoss, RingCentral Events, Salesloft Dialer, Talkdesk, Vonage
Three alternatives
Aircall, Close, JustCallTwo alternatives
Aircall, JustCallThree alternatives
Aircall, Close, Kixie PowerCallFour alternatives
Close, HubSpot Call Tracker, Kixie PowerCall, KrispCallFour alternatives
Aircall, CloudTalk, JustCall, OrumLlama 4 Maverickno first choicePhoneBurnerChangedCloseAllo, JustCallno first choicenothing named
Five alternatives
Close, CloudTalk, JustCall, Orum, Retell AITwo alternatives
PowerDialer.ai, TalkdeskQwen 3.7 FlashJustCallagainst: RingCentral EventsDialpadChangedPhoneBurneragainst: PowerDialer.aiAllono first choiceagainst: Five9, Siebelagainst: MonsterConnect, Salesloft Dialer
One alternative
AircallThree alternatives
Aircall, JustCall, Kixie PowerCallThree alternatives
Aircall, JustCall, Kixie PowerCallTwo alternatives
CloudTalk, Zeeg DialerKimi K2JustCallAircall, Apollo.ioChangedagainst: JustCallJustCallDialSheet, JustCallagainst: Asterisk, FreePBX, VICIdialno first choiceagainst: ConnectAndSell, Five9, Mojo Dialer, NICE CXone, NICE inContact, PhoneBurner, VanillaSoft
Four alternatives
Aloware, CloudTalk, Kixie PowerCall, PhoneBurnerTwo alternatives
Close, CloudTalkFive alternatives
Aircall, Apollo.io, Close, Kixie PowerCall, PhoneBurnerThree alternatives
Aloware, Kixie PowerCall, VoicentGLM 4.7 FlashXKixie PowerCallCloudTalkChangedJustCallMyphonerCloudTalk, JustCallagainst: Orumagainst: ConnectAndSell, Dialfire, NICE CXone, Orum, PowerDialer AI
Four alternatives
Aircall, Dialpad, JustCall, RingoverThree alternatives
Aircall, JustCall, RingoverFive alternatives
Aircall, CloudTalk, HubSpot Sales Hub, Pipedrive, RingCentral EventsTwo alternatives
DialSheet, JustCallTwo alternatives
Aircall, Kixie PowerCallMiniMax M2.5JustCallAircall, JustCallChangedDialpad, Kixie PowerCallagainst: Five9, PhoneBurnerJustCallagainst: Five9no first choicenothing named
Two alternatives
CloudTalk, FastcallOne alternative
CloudTalkThree alternatives
Aircall, CloudTalk, JustCallThree alternatives
Frontier AI Dialer, PhoneBurner, VoicentGPT-6 LunaJustCallJustCallHeldJustCallagainst: Aircall, PhoneBurnerCloudTalkno first choiceagainst: Nooks, Orum
Two alternatives
Aircall, Kixie PowerCallOne alternative
CloseTwo alternatives
CloudTalk, Kixie PowerCallOne alternative
JustCallMuse Glimmer 30BAllo, KrispCallJustCallChangedJustCallDialSheet, JustCallJustCall, Kixie PowerCallagainst: Nooks, Orumagainst: Kixie PowerCall, Nooks, Orum, Salesloft Dialer
Two alternatives
CloudTalk, PhoneBurnerThree alternatives
Aircall, CloudTalk, Kixie PowerCallFour alternatives
Aircall, CloudTalk, Kixie PowerCall, PhoneBurnerThree alternatives
CloudTalk, HubSpot Sales Hub, TwilioThree alternatives
Aircall, Aloware, CloudTalkBold 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 07:56 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:18 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:49 | yes | 25 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 12:45 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:59 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:39 | yes | 8 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:32 | yes | 24 | 35 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:57 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:52 | yes | 10 | 20 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:06 | yes | 14 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:29 | yes | 16 | 81 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:17 | yes | 14 | 34 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:18 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:40 | yes | 13 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:31 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:32 | yes | 6 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:11 | yes | 8 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:54 | yes | 16 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:57 | yes | 25 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 14:11 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:01 | yes | 25 | 38 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:39 | yes | 10 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:44 | no | 0 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:34 | yes | 14 | 28 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:08 | yes | 20 | 22 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:57 | yes | 5 | 17 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:24 | yes | 2 | 11 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:07 | yes | 15 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:55 | yes | 15 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:40 | yes | 8 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:26 | yes | 9 | 20 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:53 | yes | 14 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:53 | yes | 21 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:45 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:36 | yes | 23 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:01 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:01 | yes | 10 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:52 | yes | 15 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:24 | yes | 22 | 104 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:59 | yes | 12 | 23 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:11 | yes | 5 | 34 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:48 | yes | 14 | 46 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:56 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:06 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:22 | yes | 17 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 13:17 | yes | 17 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:35 | yes | 21 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:31 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:11 | yes | 17 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:50 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:13 | yes | 5 | 23 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:11 | yes | 14 | 19 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:12 | yes | 21 | 28 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:18 | yes | 5 | 10 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:27 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:55 | yes | 24 | 33 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:56 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:26 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:22 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 11:43 | yes | 21 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:28 | yes | 13 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:07 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:50 | yes | 18 | 49 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:24 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:25 | no | 0 | 33 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:43 | yes | 9 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:07 | yes | 15 | 20 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:32 | yes | 5 | 18 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:50 | yes | 1 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:39 | yes | 15 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 14:03 | yes | 9 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:48 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:06 | yes | 21 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:00 | yes | 23 | 6 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:11 | yes | 22 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:25 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:26 | yes | 23 | 49 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:52 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 14:15 | yes | 25 | 44 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:51 | yes | 25 | 37 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:40 | yes | 21 | 47 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:48 | yes | 23 | 32 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:56 | yes | 3 | 27 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:52 | yes | 24 | 40 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 Sales Hub
HubSpot (Native Dialer) read as HubSpot Sales Hub
Kixie read as Kixie PowerCall
Outreach read as Outreach Voice
SalesLoft read as Salesloft Dialer
Salesloft read as Salesloft Dialer
Unresolved, counted raw
Asterisk
Calilio
DialedIn CCaaS
Dialfire
FreePBX
Frontier AI Dialer
Novtel
PowerDialer AI
Ricochet360
Twilio
Zeeg Dialer
ZoomInfo's dialer
Discontinued, still offered
No shut-down product was recommended here.