Sales dialers and calling for enterprise buyers
Asked as “sales dialer”, and as “outbound calling platform for sales teams”, on behalf of an enterprise B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
28%
Contested · Artisan 13%
28Five913Artisan11Outreach Voice48others
28% of first choices, contested.
Since October 2026▲+12Since October 2026: 16% → 28%, +12 points. Past the 11-point floor: movement.Five9 held the lead, +12 points on 16%, 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
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.Standing →Enterprise
Five928%Contested▲+12Since October 2026: 16% → 28%, +12 points. Past the 11-point floor: movement.This page
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.Standing →EnterpriseFive928%Contested▲+12Since October 2026: 16% → 28%, +12 points. Past the 11-point floor: movement.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Five928%8%48accepted challenger▲+12Since October 2026: 16% → 28%, +12 points. Past the 11-point floor: movement.16% → 28%
Five928%8%48accepted challenger▲+12Since October 2026: 16% → 28%, +12 points. Past the 11-point floor: movement.16% → 28%02
Artisan13%5%19accepted challenger▲+9Since October 2026: 4% → 13%, +9 points. Inside the 11-point floor: within noise.4% → 13%
Artisan13%5%19accepted challenger▲+9Since October 2026: 4% → 13%, +9 points. Inside the 11-point floor: within noise.4% → 13%03
Outreach Voice11%4%28accepted challenger▼−1Since October 2026: 12% → 11%, −1 point. Inside the 11-point floor: within noise.12% → 11%
Outreach Voice11%4%28accepted challenger▼−1Since October 2026: 12% → 11%, −1 point. Inside the 11-point floor: within noise.12% → 11%04
Salesloft Dialer9%3%29accepted challenger=heldSince October 2026: 9% → 9%, ±0 points. Inside the 11-point floor: within noise.9% → 9%
Salesloft Dialer9%3%29accepted challenger=heldSince October 2026: 9% → 9%, ±0 points. Inside the 11-point floor: within noise.9% → 9%05
Orum9%26%43criticized challenger▲+2Since October 2026: 7% → 9%, +2 points. Inside the 11-point floor: within noise.7% → 9%
Orum9%26%43criticized challenger▲+2Since October 2026: 7% → 9%, +2 points. Inside the 11-point floor: within noise.7% → 9%06
Genesys Cloud CX2%0%22accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Genesys Cloud CX2%0%22accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%07
Nooks2%23%30accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 11-point floor: within noise.5% → 2%
Nooks2%23%30accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 11-point floor: within noise.5% → 2%08
Dialpad2%0%13accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 11-point floor: within noise.5% → 2%
Dialpad2%0%13accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 11-point floor: within noise.5% → 2%09
NICE CXone2%15%13accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
NICE CXone2%15%13accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%10
RingCentral Events2%15%13accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 11-point floor: within noise.5% → 2%
RingCentral Events2%15%13accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 11-point floor: within noise.5% → 2%11CloudTalk2%37%19criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
CloudTalk2%37%19criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the five products at 0%, ordered by negative rate
16
JustCall0%46%13criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
JustCall0%46%13criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%15
PhoneBurner0%36%11criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
PhoneBurner0%36%11criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%14
Aircall0%33%15criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
Aircall0%33%15criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%13
Kixie PowerCall0%10%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Kixie PowerCall0%10%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%12
Talkdesk0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Talkdesk0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
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 →
01020304050607080910111213141516Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Five928%
Five928%02Artisan13%
Artisan13%03Outreach Voice11%
Outreach Voice11%04Salesloft Dialer9%
Salesloft Dialer9%05Orum9%
Orum9%06Genesys Cloud CX2%
Genesys Cloud CX2%07Nooks2%
Nooks2%08Dialpad2%
Dialpad2%09NICE CXone2%
NICE CXone2%10RingCentral Events2%
RingCentral Events2%11CloudTalk2%
CloudTalk2%12Talkdesk0%
Talkdesk0%13Kixie PowerCall0%
Kixie PowerCall0%14Aircall0%
Aircall0%15PhoneBurner0%
PhoneBurner0%16JustCall0%
JustCall0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, 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.
Orum26%
11 of 43 labels negative · 8 of 14 models · 3 hard negative
“Parallel dialers (e.g., Orum, Nooks, Salesfinity) ... These are among the most problematic for enterprises” DeepSeek V4 Flash, negative prompt
Nooks23%
7 of 30 labels negative · 6 of 14 models · 3 hard negative
“Examples: Nooks, Orum, or Salesfinity—... flagged as risky for ABM motions... Avoid if your enterprise prioritizes relationship-building” Grok 4.20, negative prompt
JustCall46%
6 of 13 labels negative · 5 of 14 models · 3 hard negative
“What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral” Muse Glimmer 30B, negative prompt
CloudTalk37%
7 of 19 labels negative · 5 of 14 models · 2 hard negative
“What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral” Muse Glimmer 30B, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
71 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. 859 links across 218 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 · CloudTalk32 answers · 51 citations · 12 models
vendor site · JustCall31 answers · 49 citations · 12 models
vendor site · Artisan31 answers · 40 citations · 12 models
vendor site · FreJun23 answers · 33 citations · 10 models
vendor site · Aloware19 answers · 22 citations · 11 models
publisher (Gane)19 answers · 20 citations · 9 models
16 answers · 18 citations · 8 models
vendor site · Prospeo15 answers · 19 citations · 7 models
vendor site · Trellus15 answers · 18 citations · 8 models
vendor site · Guideflow14 answers · 15 citations · 8 models
vendor site · Aircall12 answers · 15 citations · 10 models
vendor site · HubSpot12 answers · 12 citations · 6 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.
29 answers · 12 models
19 answers · 9 models
16 answers · 10 models
12 answers · 9 models
12 answers · 6 models
11 answers · 6 models
10 answers · 6 models
10 answers · 7 models
7 answers · 7 models
7 answers · 4 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 |
|---|---|---|---|---|---|---|---|---|
| Five9 five9.com | 28% | 200 | 27,100 | 677 | 183,461 | $1,178 | 120 | |
| Artisan artisan.co | 13% | 22 | 74,000 | 18,882 | 49,821 | $266 | 6 | |
| Outreach outreach.ai Outreach Voice 11% | 11% | 36 | 33,100 | 9,282 | 27,855 company | $143 | 51 | |
| Salesloft salesloft.com Salesloft Dialer 9% | 9% | 43 | 18,100 | 445 | 52,058 company | $4,229 | 74 | |
| Orum orum.com | 9% | 83 | 6,600 | 168 | 3,655 | 3 | ||
| Aloware aloware.com | 4% | 28 | 2,900 | 13 | 27,544 | $442 | 24 | 1 |
| DialedIn | 4% | |||||||
| RingCentral ringcentral.com RingCentral Events 2%, RingCentral RingCX 2%, RingCentral Contact Center 0% | 4% | 162 | 110,000 | 3,419 | 9,737,061 company | $3,711 | 120 | |
| Genesys Cloud CX genesys.com | 2% | 196 | 590 | 23 | 60,178 | $216,000 | 79 | |
| Nooks nooks.ai | 2% | 70 | 110,000 | 20,242 | 36,674 | 78 | 4 |
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 an enterprise B2B company?”Paraphrase“Which outbound calling platform for sales teams would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade sales dialers and how do they differ?”Budget-constrained“What is the best sales dialer for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a sales dialer. What should we look at?”Negative“Which sales dialers should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceOutreach Voice, Salesloft DialerChangedArtisanAlowareno first choiceagainst: Aircall, CloudTalk, JustCall, Kixie PowerCall, Orum, PhoneBurner, RingCentral Events
Three alternatives
Five9, RingCentral Events, ZoomInfo Copilot DialerFive alternatives
Five9, Nooks, Orum, Personnect, Salesloft DialerTwo alternatives
CloudTalk, SalesfinityGPT-5.4 miniFive9Outreach VoiceChangedagainst: HubSpot Sales Hubno first choiceDialedInno first choiceagainst: CallHippo
Five alternatives
GTM Workspace, Genesys Cloud CX, NICE CXone, Nooks, OrumThree alternatives
Dialpad, Gong Engage, Salesloft DialerTwo alternatives
Five9, Salesloft DialerGemini 3.5 FlashNooks, OrumOutreach Voice, Salesloft DialerChangedOrumRingCentral Eventsagainst: Orum, Twiliono first choiceagainst: Avaya, Cisco, Interactive Intelligence, JustCall, PhoneBurner
Four alternatives
Dialpad, Outreach Voice, PhoneBurner, Salesloft DialerFour alternatives
Five9, Genesys Cloud CX, Gong, OrumEight alternatives
ConnectAndSell, Dialpad, Five9, Genesys Cloud CX, Koncert, Outreach Voice, PhoneBurner, Salesloft DialerThree alternatives
Five9, Genesys Cloud CX, Kixie PowerCallPerplexity SonarOrumOutreach VoiceChangedagainst: OrumNooks, OrumRingCentral RingCXagainst: Artisan, Nooks, Orum, Salesfinityno first choiceagainst: Convoso, Five9, Salesforce's legacy Sales Dialer
Five alternatives
Artisan, Five9, Genesys Cloud CX, Nooks, Salesloft DialerThree alternatives
Five9, Genesys Cloud CX, NICE CXoneTen alternatives
CloudTalk, Five9, Kixie PowerCall, Koncert, Outreach Voice, PhoneBurner, RingCentral Events, Salesfinity, Salesloft Dialer, TalkdeskOne alternative
AlowareGrok 4.20Artisanagainst: Aircall, CloudTalkFive9ChangedNooks, Orumagainst: PhoneBurner, ZoomInfo Copilot DialerFive9against: Aloware, JustCallno first choiceagainst: Aircall, Close, CloudTalk, Klenty, Nooks, Orum, Salesfinity
Three alternatives
Close, Nooks, OrumFive alternatives
Genesys Cloud CX, NICE CXone, Outreach Voice, Salesloft Dialer, TalkdeskFour alternatives
Artisan, Dialpad, JustCall, Kixie PowerCallThree alternatives
Convoso, RingCentral Contact Center, TalkdeskMistral SmallArtisanno first choiceChangedFive9, RingCentral EventsFive9no first choicenothing named
Three alternatives
Close, Nooks, OrumFive alternatives
Adversus, Aircall, CloudTalk, Kixie PowerCall, NextivaTwo alternatives
Artisan, OrumDeepSeek V4 FlashFive9Five9HeldNooks, OrumGenesys Cloud CXagainst: NICE CXone, Orum, PowerDialer.ai, Ringy, Talkdeskno first choiceagainst: Nooks, Orum, Salesfinity, Salesforce Sales Dialer
Four alternatives
CloudTalk, Orum, Outreach Voice, Salesloft DialerThree alternatives
NICE CXone, Outreach Voice, RingCentral Contact CenterSix alternatives
Five9, Genesys Cloud CX, Outreach Voice, RingCentral RingCX, Salesloft Dialer, TrellusOne alternative
Five9Llama 4 MaverickArtisanFive9Changedno first choiceAlowareArtisannothing named
Four alternatives
Aloware, FreJun, Nooks, OrumThree alternatives
CloudTalk, Outreach Voice, Salesloft DialerThree alternatives
Five9, JustCall, PhoneBurnerTwo alternatives
PowerDialer.ai, Revenue.ioQwen 3.7 FlashArtisanFive9ChangedArtisanCallToolsno first choicenothing named
Five alternatives
Aloware, Dialpad, Five9, Nooks, OrumTwo alternatives
NICE CXone, Salesloft DialerThree alternatives
Five9, Nooks, OrumTwo alternatives
Aircall, AlowareKimi K2Outreach Voice, Salesloft DialerFive9Changedno first choicePowerDialer.aiagainst: CloudTalk, Five9, JustCall, Nooks, OrumDialpadagainst: Aircall, CloudTalk, JustCall, Nooks, Orum, PhoneBurner, Salesforce Sales Dialer
Four alternatives
Five9, Koncert, Nooks, OrumThree alternatives
NICE CXone, Outreach Voice, Salesloft DialerSeven alternatives
Five9, Genesys Cloud CX, Nooks, Orum, Outreach Voice, Personnect, Salesloft DialerOne alternative
DialpadTwo alternatives
Aircall, OrumGLM 4.7 FlashXArtisanFive9, NICE CXoneChangedConvoso, Five9CloudTalkagainst: Five9, Outreach Voice, Salesloft Dialerno first choiceagainst: Aloware, Apollo.io, AuguTech, CloudTalk, DialerAI, Focus Contact Center, Koncert, Nooks, Orum, Sales Dialer, Salesfinity
Seven alternatives
Aircall, Close, Dialpad, Nooks AI, Orum, Ringover, TrellusThree alternatives
Aircall, Genesys Cloud CX, TalkdeskSix alternatives
CloudTalk, Dialpad, Outreach Voice, RingCentral Events, Salesloft Dialer, TalkdeskOne alternative
ConvosoMiniMax M2.5Salesloft DialerFive9ChangedArtisanno first choiceno first choicenothing named
Four alternatives
Close, CloudTalk, Dialpad, OrumTwo alternatives
Genesys Cloud CX, NICE CXoneSix alternatives
Five9, Koncert, Nooks, Orum, RingCentral Events, TalkdeskGPT-6 LunaOrumOrumHeldno first choiceDialedInagainst: NICE CXoneno first choiceagainst: Nooks, Orum, Salesforce Sales Dialer
Three alternatives
Nooks, Outreach Voice, Salesloft's built-in dialerOne alternative
Five9Seven alternatives
Five9, Nooks, Orum, Outreach Voice, Revenue.io, Salesforce Sales Dialer, Salesloft DialerTwo alternatives
Five9, OrumMuse Glimmer 30BFive9Five9HeldFive9graph8against: Five9no first choiceagainst: Aircall, CloudTalk, JustCall, RingCentral Events
Nine alternatives
Artisan, Close, Dialpad, Fastcall, Nooks, Orum, Outreach Voice, PhoneBurner, Salesloft DialerOne alternative
Genesys Cloud CXSix alternatives
Nooks, Orum, Outreach Voice, RingCentral Events, Salesloft Dialer, TalkdeskOne alternative
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 15:35 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:19 | yes | 2 | 6 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 16:47 | yes | 15 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 15:44 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:19 | yes | 5 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:13 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:45 | yes | 17 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:48 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:42 | yes | 5 | 22 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:48 | yes | 14 | 58 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:51 | yes | 15 | 46 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:57 | yes | 5 | 18 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:41 | yes | 3 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:13 | yes | 13 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:49 | yes | 10 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:29 | yes | 0 | 16 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 16:13 | no | 0 | 17 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 14:17 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:15 | yes | 5 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:18 | no | 0 | 2 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:05 | yes | 25 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:44 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:21 | yes | 5 | 19 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:15 | yes | 25 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:47 | yes | 10 | 28 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:19 | yes | 10 | 39 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:06 | yes | 2 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:06 | yes | 14 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:48 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:55 | yes | 5 | 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 11:51 | no | 0 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 15:37 | yes | 10 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:31 | yes | 10 | 72 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:21 | yes | 14 | 13 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:54 | yes | 24 | 47 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:34 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:49 | yes | 5 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:52 | yes | 24 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:52 | yes | 22 | 36 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:59 | yes | 13 | 43 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:06 | yes | 7 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:43 | yes | 24 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:04 | yes | 19 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:02 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:47 | yes | 10 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 15:27 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:56 | yes | 13 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:18 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:57 | yes | 25 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:08 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:05 | yes | 15 | 78 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:32 | yes | 10 | 18 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:24 | yes | 24 | 185 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:56 | yes | 22 | 60 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:42 | yes | 4 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:48 | yes | 17 | 25 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:07 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:53 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:25 | no | 0 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 16:09 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:22 | yes | 10 | 17 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:39 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:15 | yes | 24 | 28 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:01 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:26 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:48 | yes | 19 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:07 | yes | 25 | 24 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:17 | no | 0 | 33 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:57 | yes | 1 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:27 | yes | 15 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:16 | yes | 9 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:55 | yes | 3 | 6 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 08:48 | no | 0 | 18 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:53 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:16 | yes | 15 | 15 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:57 | yes | 10 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:19 | yes | 23 | 23 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:52 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:46 | yes | 15 | 81 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:20 | yes | 25 | 36 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:05 | yes | 24 | 50 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:18 | no | 0 | 19 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:07 | yes | 3 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:57 | yes | 19 | 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.
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Category-scoped readings
Genesys read as Genesys Cloud CX
Kixie read as Kixie PowerCall
Outreach read as Outreach Voice
Outreach (Dialer & Kaia) read as Outreach Voice
Outreach (Outreach Voice) read as Outreach Voice
SalesLoft read as Salesloft Dialer
Salesloft read as Salesloft Dialer
Salesloft (Built-in Dialer) read as Salesloft Dialer
Salesloft (Dialer / Rhythm) read as Salesloft Dialer
ZoomInfo read as ZoomInfo Copilot Dialer
Unresolved, counted raw
AWS Chime
AuguTech
Cisco
Dialer.com
DialerAI
DialerBee
Focus Contact Center
HubSpot Sales
Interactive Intelligence
Sales Dialer
Salesforce with Dialer
Salesforce's legacy Sales Dialer
Salesloft's built-in dialer
Twilio
Discontinued, still offered
No shut-down product was recommended here.