Sales dialers and calling
Asked as “sales dialer”, and as “outbound calling platform for sales teams”, on behalf of a mid-market B2B company. 47 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
26%
Contested · Orum 13%
26CloudTalk13Orum11Allo51others
26% of first choices, contested.
Since October 2026▲+4Since October 2026: 22% → 26%, +4 points. Inside the 11-point floor: within noise.CloudTalk held the lead, +4 points on 22%, 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
CloudTalk33%Contested↗new leaderNew leader since October 2026: CloudTalk (33%) replaces JustCall (37% then, 18% now), 15 points clear, past the 11-point floor.Standing →Mid-marketCloudTalk26%Contested▲+4Since October 2026: 22% → 26%, +4 points. Inside the 11-point floor: within noise.This pageEnterprise
Five928%Contested▲+12Since October 2026: 16% → 28%, +12 points. Past the 11-point floor: movement.Standing →
CloudTalk33%Contested↗new leaderNew leader since October 2026: CloudTalk (33%) replaces JustCall (37% then, 18% now), 15 points clear, past the 11-point floor.Standing →Mid-marketCloudTalk26%Contested▲+4Since October 2026: 22% → 26%, +4 points. Inside the 11-point floor: within noise.This pageEnterpriseFive928%Contested▲+12Since October 2026: 16% → 28%, +12 points. Past the 11-point floor: movement.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01CloudTalk26%5%43accepted challenger▲+4Since October 2026: 22% → 26%, +4 points. Inside the 11-point floor: within noise.22% → 26%
CloudTalk26%5%43accepted challenger▲+4Since October 2026: 22% → 26%, +4 points. Inside the 11-point floor: within noise.22% → 26%02
Orum13%17%29accepted challenger▲+5Since October 2026: 8% → 13%, +5 points. Inside the 11-point floor: within noise.8% → 13%
Orum13%17%29accepted challenger▲+5Since October 2026: 8% → 13%, +5 points. Inside the 11-point floor: within noise.8% → 13%03
Kixie PowerCall11%0%33accepted challenger▲+1Since October 2026: 10% → 11%, +1 point. Inside the 11-point floor: within noise.10% → 11%
Kixie PowerCall11%0%33accepted challenger▲+1Since October 2026: 10% → 11%, +1 point. Inside the 11-point floor: within noise.10% → 11%04
Close6%4%24accepted challenger▲+6Since October 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise.0% → 6%
Close6%4%24accepted challenger▲+6Since October 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise.0% → 6%05
Dialpad4%24%17accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%
Dialpad4%24%17accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise.2% → 4%06
JustCall2%5%38accepted challenger▼−10Since October 2026: 12% → 2%, −10 points. Inside the 11-point floor: within noise.12% → 2%
JustCall2%5%38accepted challenger▼−10Since October 2026: 12% → 2%, −10 points. Inside the 11-point floor: within noise.12% → 2%07
Aircall2%12%34accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Aircall2%12%34accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%08
Nooks2%21%24accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Nooks2%21%24accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%Show the three products at 0%, ordered by negative rate
11
Outreach Voice0%30%10criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Outreach Voice0%30%10criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%09
PhoneBurner0%25%24criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
PhoneBurner0%25%24criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%10
Salesloft Dialer0%25%16criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Salesloft Dialer0%25%16criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 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.
All twenty-eight head-to-head pages: the top eight products, each against each
CloudTalk vs DialpadCloudTalk vs JustCallCloudTalk vs AircallCloudTalk vs NooksOrum vs Kixie PowerCallOrum vs CloseOrum vs DialpadOrum vs JustCallOrum vs AircallOrum vs NooksKixie PowerCall vs CloseKixie PowerCall vs DialpadKixie PowerCall vs JustCallKixie PowerCall vs AircallKixie PowerCall vs NooksClose vs DialpadClose vs JustCallClose vs AircallClose vs NooksDialpad vs JustCallDialpad vs AircallDialpad vs NooksJustCall vs AircallJustCall vs NooksAircall vs Nooks
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01CloudTalk26%
CloudTalk26%02Orum13%
Orum13%03Kixie PowerCall11%
Kixie PowerCall11%04Close6%
Close6%05Dialpad4%
Dialpad4%06JustCall2%
JustCall2%07Aircall2%
Aircall2%08Nooks2%
Nooks2%09PhoneBurner0%
PhoneBurner0%10Salesloft Dialer0%
Salesloft Dialer0%11Outreach Voice0%
Outreach Voice0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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 · 5 of 14 models · 2 hard negative
“Most risky for general sales teams: PhoneBurner and Mojo (based on volume of recent negative reviews around support and hidden costs).” Kimi K2, negative prompt
Aircall12%
4 of 34 labels negative · 4 of 14 models · 1 hard negative
“often cited as "overpriced legacy tech" with outdated interfaces and glitchy calling experiences. They are not recommended for predictable cost at scale” Mistral Small, negative prompt
Nooks21%
5 of 24 labels negative · 4 of 14 models · 1 hard negative
“Avoid high-minimum tools like Orum or Nooks (~$250-400+/user) if budget-constrained.” Grok 4.20, budget prompt
Orum17%
5 of 29 labels negative · 4 of 14 models · 1 hard negative
“Avoid high-minimum tools like Orum or Nooks (~$250-400+/user) if budget-constrained.” Grok 4.20, budget 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
72 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. 727 links across 176 sites, every framing counted. Ranked by the number of answers carrying the site or page. 36 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 · JustCall31 answers · 46 citations · 10 models
vendor site · CloudTalk28 answers · 52 citations · 11 models
vendor site · FreJun20 answers · 25 citations · 9 models
vendor site · Aircall20 answers · 21 citations · 9 models
vendor site · HubSpot19 answers · 19 citations · 10 models
18 answers · 30 citations · 10 models
vendor site · Kixie17 answers · 20 citations · 9 models
vendor site · Aloware15 answers · 22 citations · 8 models
vendor site · Trellus15 answers · 16 citations · 9 models
14 answers · 14 citations · 9 models
13 answers · 16 citations · 8 models
12 answers · 12 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.
18 answers · 7 models
17 answers · 9 models
16 answers · 7 models
14 answers · 9 models
14 answers · 9 models
11 answers · 5 models
10 answers · 9 models
9 answers · 8 models
9 answers · 8 models
9 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 |
|---|---|---|---|---|---|---|---|---|
| CloudTalk cloudtalk.io | 26% | 364 | 2,900 | 62 | 95,515 | $1,909 | 119 | 3 |
| Orum orum.com | 13% | 83 | 6,600 | 168 | 3,655 | 3 | ||
| Kixie PowerCall kixie.com | 11% | 74 | 390 | 2 | 22,926 | 6 | ||
| Allo withallo.com | 11% | 22 | 27,100 | 2,116 | 408,256 | $5,051 | 42 | |
| DialSheet dialsheet.io | 9% | 5 | ||||||
| Close close.com | 6% | 120 | 368,000 | 1,940,083 | 168,266 | $2,188 | 18 | 9 |
| Dialpad dialpad.com | 4% | 80 | 40,500 | 905 | 6,588,510 | $1,842 | 120 | 3 |
| CallHippo callhippo.com | 4% | 40 | ||||||
| JustCall justcall.io | 2% | 157 | 8,100 | 178 | 587,743 | $127 | 120 | 1 |
| Aircall aircall.io | 2% | 213 | 14,800 | 242 | 6,179,781 | $286 | 102 |
Google's top ten for the two searches hold 15 sites; 4 of them are among the sites the models cited here (aloware.com, cloudtalk.io, justcall.io, trellus.ai). 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 mid-market B2B company?”Paraphrase“Which outbound calling platform for sales teams would you recommend to a mid-sized B2B company?”Comparative“What are the top sales dialers and how do they differ?”Budget-constrained“What is the best sales dialer for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a sales dialer. What should we look at?”Negative“Which sales dialers should I avoid or be cautious about?”
Claude Haiku 4.5Aloware Power DialerCloudTalkChangedClose, Dialpad, Klenty, OrumJustCallno first choiceagainst: Aircall, Dialpad, Nooks, OpenPhone
Four alternatives
Aircall, CloudTalk, JustCall, SalesfinityFour alternatives
Aircall, Aloware, JustCall, Kixie PowerCallTwo alternatives
JustCall, PhoneBurnerFour alternatives
Allo, CallHippo, CloudTalk, DialpadGPT-5.4 miniNooks, Orumagainst: CloseAircall, Apollo.ioChangedNooks, OrumCallHippono first choicenothing named
One alternative
Salesloft DialerOne alternative
OrumSix alternatives
Close, Five9, Genesys Cloud CX, PhoneBurner, RingCentral Events, TalkdeskTwo alternatives
Klenty Sales Dialer Basic, RingoverGemini 3.5 FlashOrumOrumHeldNooks, OrumAlloagainst: Aloware, CloudTalk, Dialpad, Orum, PhoneBurner, VICIdialno first choicenothing named
Five alternatives
Aloware, Dialpad, Kixie PowerCall, Nooks, PhoneBurnerFour alternatives
Aircall, Dialpad AI Voice / Sales, Outreach Voice, Salesloft DialerThree alternatives
Close, Kixie PowerCall, PhoneBurnerThree alternatives
Close, JustCall, MyphonerPerplexity SonarCloudTalkCloudTalkHeldagainst: Nooks, OrumOrumDialpadno first choicenothing named
Seven alternatives
Fastcall, HubSpot Call Tracker, JustCall, Nooks, Orum, PhoneBurner, SmartDialerFour alternatives
Aircall, Close, JustCall, Kixie PowerCallSeven alternatives
Aircall, Apollo.io, Dialpad, JustCall, Kixie PowerCall, Nooks, PhoneBurnerFour alternatives
CloudTalk, FreJun, HubSpot Call Tracker, JustCallGrok 4.20Kixie PowerCallagainst: Nooks, OrumCloudTalk, Kixie PowerCallChangedagainst: Five9, MojoCloudTalk, JustCallAllo, Calleyagainst: Nooks, Orum, PhoneBurnerCloseagainst: Genesys Cloud CX, Outreach Voice, Salesloft Dialeragainst: Fluent, LLC, JustCall.io, JustDial, PhoneBurner, Salesloft Dialer
Two alternatives
CallHippo, CloseThree alternatives
Aircall, JustCall, NooksThree alternatives
Close, Kixie PowerCall, PhoneBurnerThree alternatives
Aloware, CloudTalk, RingCentral RingCXFour alternatives
Five9, FreJun, JustCall, RingCentral Contact CenterMistral SmallCloseCloudTalkChangedno first choiceAllono first choiceagainst: Aircall, CloudTalk, JustCall, PhoneBurner, RingCentral Events
Three alternatives
Aircall, CloudTalk, Kixie PowerCallThree alternatives
Aircall, PhoneBurner, TrellusTwo alternatives
CloudTalk, JustCallDeepSeek V4 FlashKixie PowerCallagainst: Aircall, Dialpad, Nooks, OrumCloudTalkChangedCloudTalkDialSheetno first choiceagainst: ConnectAndSell, Dialpad, JustCall, Outreach Voice, RingCentral Events, Salesloft Dialer
Four alternatives
Close, CloudTalk, FreJun, JustCallFour alternatives
Aircall, Aloware, Dialpad, Kixie PowerCallEight alternatives
Aircall, Close, Dialpad, JustCall, Kixie PowerCall, Nooks, Orum, PhoneBurnerThree alternatives
CloudTalk, Freshsales Dialer, JustCallLlama 4 Maverickno first choiceFreJunChangedno first choiceAlloagainst: PhoneBurnerno first choicenothing named
Two alternatives
CloudTalk, Outreach VoiceTwo alternatives
CloudTalk, JustCallQwen 3.7 FlashCloseCloudTalkChangedCloseAllono first choicenothing named
Three alternatives
Aircall, Kixie PowerCall, KoncertTwo alternatives
Aircall, Kixie PowerCallFive alternatives
Aircall, CloudTalk, Convoso, HubSpot Sales Hub, Kixie PowerCallTwo alternatives
JustCall, RingCentral RingCXKimi K2OrumCloudTalkChangedagainst: Aircallno first choiceDialSheetno first choiceagainst: Five9, Mojo Dialer, PhoneBurner, Salesloft Dialer
Four alternatives
Close, CloudTalk, JustCall, KoncertThree alternatives
Close, JustCall, Kixie PowerCallEight alternatives
Close, HubSpot Sales Hub, JustCall, Kixie PowerCall, Nextiva, Nooks, Orum, PhoneBurnerTwo alternatives
CloudTalk, KrispCallGLM 4.7 FlashXKixie PowerCallCloudTalkChangedagainst: Outreach VoiceCloseDialSheet, Dialpadno first choicenothing named
Six alternatives
Aloware, CallHippo, Close, CloudTalk, JustCall, Revenue.ioOne alternative
Salesloft DialerSix alternatives
Aircall, CloudTalk, HubSpot Sales Hub, Orum, Outreach Voice, Ring.ioFive alternatives
CallHippo, Close, FreJun, Nextiva, RingoverMiniMax M2.5CallHippo, Kixie PowerCallTrellusChangedCloudTalkno first choiceno first choicenothing named
Three alternatives
Close, CloudTalk, Nooks AIFour alternatives
Apollo.io, CloudTalk, Salesloft Dialer, SmartReach.ioSix alternatives
Aircall, Close, HubSpot Sales Hub, JustCall, Kixie PowerCall, PhoneBurnerNine alternatives
Dialpad, FreePBX + Asterisk, Grasshopper, HubSpot CRM, JustCall, MightyCall, Nextiva, RingCentral Events, ZoiperGPT-6 LunaOrumOrumHeldNooks, Orumagainst: SalesforceCloudTalkno first choicenothing named
Two alternatives
Nooks, Salesloft DialerThree alternatives
CloudTalk, Nooks, Salesloft DialerFour alternatives
Aircall, JustCall, Kixie PowerCall, PhoneBurnerOne alternative
JustCallMuse Glimmer 30BCloudTalkCloudTalkHeldNextivaDialSheetno first choiceagainst: Aloware, JustDial, REDX, LLC, Sumco Panama, SA, TelWeb, Virtual Telecom kft, Yodel Technologies, LLC
Three alternatives
Aloware Power Dialer, JustCall, Nooks AIThree alternatives
Aircall, FreJun, JustCallNine alternatives
Aircall, CloudTalk, Convoso, Five9, JustCall, Kixie PowerCall, PhoneBurner, Talkdesk, VoiceSpinFour alternatives
Allo, CloudTalk, HelloAirDial, JustCallBold 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 11:02 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:33 | yes | 3 | 4 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 12:57 | no | 0 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 13:40 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:46 | yes | 9 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:59 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:19 | yes | 18 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:01 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:18 | yes | 5 | 33 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:09 | yes | 13 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:18 | yes | 20 | 73 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:37 | yes | 5 | 22 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:20 | yes | 3 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:03 | yes | 13 | 27 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:15 | yes | 19 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:56 | yes | 4 | 5 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 08:39 | no | 0 | 15 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 17:08 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:35 | yes | 5 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:08 | yes | 5 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:38 | yes | 24 | 33 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:00 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:41 | yes | 5 | 33 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:26 | yes | 15 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:40 | yes | 25 | 204 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:21 | yes | 5 | 60 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:37 | yes | 4 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:33 | yes | 13 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:24 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:28 | yes | 4 | 8 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 08:58 | yes | 16 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 15:29 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:08 | yes | 5 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:41 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:17 | yes | 24 | 34 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:24 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:21 | yes | 14 | 44 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:04 | yes | 10 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:34 | yes | 10 | 25 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:58 | yes | 5 | 13 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:55 | yes | 7 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:56 | yes | 14 | 32 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:05 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:32 | yes | 2 | 4 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 14:39 | yes | 11 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:29 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:21 | yes | 9 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:32 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:31 | yes | 19 | 37 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:30 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:02 | yes | 5 | 51 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:08 | yes | 9 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:47 | yes | 15 | 42 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:41 | no | 0 | 55 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:09 | yes | 2 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:07 | yes | 13 | 19 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:47 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:31 | no | 0 | 8 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 10:24 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 10:52 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:58 | yes | 5 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:28 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:34 | yes | 19 | 53 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:31 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:28 | no | 0 | 24 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:06 | yes | 15 | 26 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:04 | yes | 5 | 91 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:53 | no | 0 | 20 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:48 | yes | 1 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:23 | no | 0 | 4 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:39 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:04 | yes | 2 | 5 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 08:34 | yes | 7 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 13:18 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:25 | yes | 15 | 15 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:51 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:41 | yes | 24 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:41 | yes | 10 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:11 | no | 0 | 31 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:20 | yes | 25 | 81 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:35 | yes | 14 | 32 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:43 | no | 0 | 19 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:48 | yes | 3 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:20 | yes | 24 | 35 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
Genesys read as Genesys Cloud CX
HubSpot Call Tracking read as HubSpot Sales Hub
HubSpot Call Tracking Software read as HubSpot Sales Hub
Kixie read as Kixie PowerCall
Kixie (PowerCall) read as Kixie PowerCall
Outreach read as Outreach Voice
SalesLoft read as Salesloft Dialer
Salesloft read as Salesloft Dialer
ZoomInfo (formerly Chorus) read as ZoomInfo Copilot Dialer
Unresolved, counted raw
Convince&Convert
Dialpad AI Voice / Sales
Fluent, LLC
FreePBX + Asterisk
Freshsales Dialer
JustCall.io
Klenty Sales Dialer Basic
Mojo Sells
Orion
REDX, LLC
Salesforce
Sumco Panama, SA
TelWeb
Virtual Telecom kft
VoiceSpin
Yodel Technologies, LLC
Zoiper (Softphone)
Discontinued, still offered
No shut-down product was recommended here.