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. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
16%
Contested · Outreach Voice 12%
16Five912Outreach Voice09Aloware63others
16% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Five9 (14%) replaces Outreach Voice (20% then, 12% now), 2 points clear, inside the 11-point floor.Five9 leads at 14%, replacing Outreach Voice, which led at 20% and stands at 12% now: 2 points clear, inside the floor, so the swap reads as unsettled.
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.Standing →Mid-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.This page
JustCall37%Contested↗new leaderNew leader since September 2026: JustCall (34%) replaces CloudTalk (28% then, 13% now), 21 points clear, past the 11-point floor.Standing →Mid-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.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 September 2026
01Five916%15%41accepted challenger▲+1Since September 2026: 13% → 14%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 14%
Five916%15%41accepted challenger▲+1Since September 2026: 13% → 14%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 14%02
Outreach Voice12%5%19accepted challenger▼−8Since September 2026: 20% → 12%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 12%
Outreach Voice12%5%19accepted challenger▼−8Since September 2026: 20% → 12%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 12%03
Salesloft Dialer9%9%23accepted challenger▼−5Since September 2026: 15% → 10%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 10%
Salesloft Dialer9%9%23accepted challenger▼−5Since September 2026: 15% → 10%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.15% → 10%04
Orum7%16%31accepted challenger▼−7Since September 2026: 7% → 0%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 0%
Orum7%16%31accepted challenger▼−7Since September 2026: 7% → 0%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 0%05
Nooks5%14%22accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%
Nooks5%14%22accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%06
Dialpad5%18%17accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%
Dialpad5%18%17accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%07
RingCentral Events5%17%18accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%
RingCentral Events5%17%18accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%08
Genesys Cloud CX4%12%17accepted challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%
Genesys Cloud CX4%12%17accepted challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%09
Aircall4%40%15criticized challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%
Aircall4%40%15criticized challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%10
PhoneBurner4%41%17criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
PhoneBurner4%41%17criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%11JustCall4%45%11criticized challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%
JustCall4%45%11criticized challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%Show the three products at 0%, ordered by negative rate
14CloudTalk0%40%15criticized challenger▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 0%
CloudTalk0%40%15criticized challenger▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 0%13
NICE CXone0%27%15criticized challenger▼−7Since September 2026: 7% → 0%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 0%
NICE CXone0%27%15criticized challenger▼−7Since September 2026: 7% → 0%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 0%12
Talkdesk0%8%13accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Talkdesk0%8%13accepted 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 →
0102030405060708091011121314Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Five916%
Five916%02Outreach Voice12%
Outreach Voice12%03Salesloft Dialer9%
Salesloft Dialer9%04Orum7%
Orum7%05Nooks5%
Nooks5%06Dialpad5%
Dialpad5%07RingCentral Events5%
RingCentral Events5%08Genesys Cloud CX4%
Genesys Cloud CX4%09Aircall4%
Aircall4%10PhoneBurner4%
PhoneBurner4%11JustCall4%
JustCall4%12Talkdesk0%
Talkdesk0%13NICE CXone0%
NICE CXone0%14CloudTalk0%
CloudTalk0%What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, 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.
PhoneBurner41%
7 of 17 labels negative · 6 of 14 models · 3 hard negative
“older platforms (such as **PhoneBurner**) have been criticized by enterprise sales ops leaders for being stagnant” Gemini 3.5 Flash, negative prompt
Aircall40%
6 of 15 labels negative · 6 of 14 models · 1 hard negative
“"What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral"” Muse Glimmer 30B, negative prompt
CloudTalk40%
6 of 15 labels negative · 5 of 14 models · 1 hard negative
“"What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral"; "Call quality is flagged as inconsistent"” Muse Glimmer 30B, negative prompt
JustCall45%
5 of 11 labels negative · 5 of 14 models · 1 hard negative
“"What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral"” Muse Glimmer 30B, 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
82 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. 1194 links across 257 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 · CloudTalk46 answers · 67 citations · 12 models
vendor site · Artisan44 answers · 53 citations · 12 models
vendor site · JustCall42 answers · 73 citations · 12 models
vendor site · Aloware34 answers · 50 citations · 12 models
vendor site · Guideflow30 answers · 34 citations · 12 models
vendor site · Prospeo24 answers · 35 citations · 11 models
vendor site · 11x23 answers · 23 citations · 10 models
vendor site · Retell AI21 answers · 22 citations · 10 models
vendor site · Trellus19 answers · 23 citations · 11 models
17 answers · 22 citations · 10 models
16 answers · 16 citations · 9 models
vendor site · Kixie15 answers · 18 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.
37 answers · 11 models
32 answers · 11 models
26 answers · 12 models
25 answers · 12 models
24 answers · 12 models
23 answers · 10 models
18 answers · 9 models
16 answers · 9 models
14 answers · 9 models
14 answers · 10 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 | 16% | 199 | 27,100 | 677 | 183,461 | $1,178 | 120 | |
| Outreach outreach.ai Outreach Voice 12% | 12% | 29 | 33,100 | 9,282 | 27,855 company | $143 | 51 | |
| Salesloft salesloft.com Salesloft Dialer 9% | 9% | 42 | 18,100 | 445 | 52,058 company | $4,229 | 74 | |
| Aloware aloware.com | 9% | 47 | 2,900 | 13 | 27,544 | $442 | 24 | 1 |
| Orum orum.com | 7% | 72 | 6,600 | 168 | 3,655 | 3 | ||
| RingCentral ringcentral.com RingCentral Events 5%, RingCentral Contact Center 2%, RingCentral RingCX 0% | 7% | 166 | 110,000 | 3,419 | 9,737,061 company | $3,711 | 120 | |
| Nooks nooks.ai | 5% | 54 | 110,000 | 20,242 | 36,674 | 78 | 4 | |
| Dialpad dialpad.com | 5% | 121 | 40,500 | 905 | 6,588,510 | $1,842 | 120 | 3 |
| Genesys Cloud CX genesys.com | 4% | 212 | 590 | 23 | 60,178 | $216,000 | 79 | |
| ZoomInfo parent site ZoomInfo Copilot Dialer 4% | 4% | 6 | 135,000 | 1,810 |
Google's top ten for the two searches hold 15 sites; 5 of them are among the sites the models cited here (aloware.com, cloudtalk.io, justcall.io, retellai.com, 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 4.5ArtisanOutreach Voice, Salesloft DialerChangedno first choiceAlowareno first choicenothing named
Three alternatives
Nooks, Orum, SmartDialerTwo alternatives
Aircall, Five9Two alternatives
Five9, TalkdeskGPT-5.4 miniSalesloft DialerSalesloft DialerHeldFive9against: AircallDialpad, Salesloft Dialeragainst: Outreach Voiceno first choicenothing named
Four alternatives
Five9, Genesys Cloud CX, NICE CXone, OrumOne alternative
GongFour alternatives
Genesys Cloud CX, NICE CXone, RingCentral RingCX, TalkdeskGemini 3.5 FlashNooksNooksHeldNooks, OrumPhoneBurnerno first choiceagainst: Aircall, HubSpot Sales Hub, JustCall, PhoneBurner, Salesforce Sales Dialer
Four alternatives
Dialpad Ai Sales, Koncert, Orum, PhoneBurnerThree alternatives
Dialpad, Five9, OrumFour alternatives
Convoso, Five9, Kixie PowerCall, Revenue.ioThree alternatives
Dialpad, Five9, Salesloft DialerEight alternatives
Conquer, Dialpad, Orum, Outreach Voice, PhoneBurner, RingCentral Events, Salesloft Dialer, Zoom PhonePerplexity SonarZoomInfo Copilot Dialeragainst: CloudTalkOutreach VoiceChangedFive9, Genesys Cloud CX, NICE CXoneAlowareagainst: Aircall, Close, CloudTalk, Dialpad, JustCall, Nooks, Orumno first choiceagainst: Salesforce Service Cloud Voice
Three alternatives
Orum, Outreach Voice, Salesloft DialerFour alternatives
Five9, RingCentral Events, Salesloft Dialer, ZoomInfo Copilot DialerFive alternatives
CloudTalk, Connect and Sell, Fastcall, Outreach Voice, Salesloft DialerOne alternative
PhoneBurnerGrok 4.1 FastKoncert, ZoomInfo Copilot DialerFive9ChangedFive9against: ArtisanAlowareagainst: Five9, Genesys Cloud CX, PhoneBurner, RingCentral Engage Voiceno first choiceagainst: Aircall, CloudTalk, Five9, JustCall, PhoneBurner, ProspectBoss, RingCentral Events, Salesloft Dialer
Two alternatives
Outreach Voice, Salesloft DialerFour alternatives
CloudTalk, Convoso, RingCentral Events, TalkdeskSix alternatives
Dialpad, Genesys Cloud CX, NICE CXone, Nooks, Orum, Salesloft DialerTwo alternatives
CloudTalk, FastcallThree alternatives
Apollo.io, Artisan, PowerDialer.aiMistral SmallAircall, JustCallAircall, DialpadChangedFive9Five9against: PhoneBurner, Predictive Dialerno first choiceagainst: Nooks, Orum
Two alternatives
FiveCRM, KlentyTwo alternatives
Apollo.io, SalesforceFive alternatives
Convoso, Dialpad, Orum, PhoneBurner, RingCentral Engage VoiceDeepSeek V4 FlashOutreach VoiceOutreach VoiceHeldFive9Convoso, Five9against: PowerDialer.aino first choiceagainst: CloudTalk, ConnectAndSell
Four alternatives
Five9, Genesys Cloud CX, Nooks, OrumTwo alternatives
Five9, Salesloft DialerFive alternatives
Convoso, Genesys Cloud CX, Nooks, Orum, TalkdeskTwo alternatives
CloudTalk, Genesys Cloud CXLlama 4 MaverickArtisanPhoneBurnerChangedno first choiceno first choiceno first choiceagainst: Aircall, CloudTalk, JustCall, Kixie PowerCall, Orum, PhoneBurner, RingCentral Events
Four alternatives
Aloware Power Dialer, CloudTalk, Orum, ZoomInfo Copilot DialerFour alternatives
CloudTalk, Guideflow, JustCall, NooksQwen 3.7 FlashRingCXFive9, NooksChangedOrumRingCentral Contact Centeragainst: PhoneBurnerFive9, Genesys Cloud CX, RingCX, RingCentral Eventsnothing named
Five alternatives
Dialpad, Kixie PowerCall, Outreach Voice, Salesloft Dialer, Vonage Nice CXoneThree alternatives
Orum, RedDog, RingCentral EventsFour alternatives
Artisan, Fastcall, Five9, NooksTwo alternatives
Five9, Zoom PhoneTwo alternatives
Outreach Voice, Salesloft DialerKimi K2Outreach Voice, Salesloft DialerOutreach VoiceChangedagainst: Gong EngageFive9against: NICE CXoneGenesys Cloud CX, RingCentral Eventsagainst: Amazon Connect, Dialpad, Five9no first choiceagainst: Dialpad, Five9, Genesys Cloud CX, NICE CXone, Nooks, Orum, Talkdesk
Three alternatives
Five9, Orum, RingCentral RingCXOne alternative
Salesloft DialerFour alternatives
Dialpad, Genesys Cloud CX, RingCentral Events, TalkdeskTwo alternatives
Aloware, TalkdeskGLM 4.7 FlashXDialpad, RingCentral EventsFive9ChangedFive9Alowareno first choicenothing named
Three alternatives
Aircall, Ringover, TalkdeskTwo alternatives
RingCentral RingCX, TalkdeskNine alternatives
Aircall, CloudTalk, Dialpad, Genesys Cloud CX, NICE CXone, Nextiva, RingCentral Events, Salesforce, TalkdeskTwo alternatives
Nooks, RingCentral EventsMiniMax M2.5JustCallFive9ChangedFive9PowerDialer.aiagainst: NICE CXoneno first choicenothing named
Two alternatives
Orum, ZoomInfo Copilot DialerFour alternatives
Callbox, Dialpad, Outreach Voice, Salesloft DialerFive alternatives
Convoso, Genesys Cloud CX, NICE CXone, Talkdesk, VICIdialThree alternatives
Aloware, Five9, Genesys Cloud CXGPT-6 LunaOrumOrumHeldNooks, Orum, Outreach Voice, Salesloft DialerOrumno first choiceagainst: PhoneBurner
Two alternatives
Nooks, Salesloft DialerOne alternative
Salesloft DialerFour alternatives
Convoso, Dialpad, Five9, NICE CXoneOne alternative
Five9Muse Glimmer 30BFive9, OrumFive9, Outreach VoiceChangedFive9, Genesys Cloud CXAlowareagainst: Five9, NICE CXoneno first choiceagainst: Aircall, CloudTalk, Five9, JustCall, Orum, RingCentral Events, Salesloft Dialer
Five alternatives
Kixie PowerCall, Klenty, Nooks, PhoneBurner, SmartDialerOne alternative
Genesys Cloud CXFour alternatives
Convoso, RingCentral Contact Center, RingCentral RingCX, TalkdeskOne alternative
EnzoBold 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 10:12 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:32 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:25 | yes | 12 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 14:11 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:35 | yes | 22 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:23 | yes | 12 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:15 | yes | 22 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:50 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:04 | yes | 8 | 34 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:46 | yes | 14 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:03 | yes | 19 | 89 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:01 | yes | 15 | 37 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:17 | yes | 3 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:58 | yes | 23 | 24 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:04 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:13 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:39 | yes | 12 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 12:40 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:33 | yes | 23 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:08 | yes | 12 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:13 | yes | 22 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:20 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:01 | yes | 9 | 43 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:49 | yes | 15 | 18 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:17 | yes | 24 | 53 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:41 | yes | 10 | 17 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:40 | yes | 3 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:52 | yes | 15 | 41 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:13 | yes | 14 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:02 | yes | 4 | 12 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:56 | yes | 21 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 13:43 | yes | 20 | 8 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:49 | yes | 22 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:46 | yes | 14 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:15 | yes | 24 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:27 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:37 | yes | 9 | 43 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:49 | yes | 24 | 37 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:45 | yes | 15 | 23 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:13 | yes | 14 | 21 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 14:08 | yes | 9 | 34 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:52 | yes | 22 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:02 | yes | 15 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:32 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:17 | yes | 29 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 10:49 | yes | 19 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:33 | yes | 23 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:07 | yes | 18 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:16 | yes | 25 | 36 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:41 | yes | 5 | 5 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:16 | yes | 9 | 99 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:36 | yes | 23 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:39 | yes | 23 | 37 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:03 | yes | 24 | 52 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:36 | yes | 2 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:44 | yes | 22 | 36 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:52 | yes | 18 | 23 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:00 | yes | 2 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:52 | yes | 13 | 31 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 13:03 | yes | 17 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:42 | yes | 13 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:13 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:06 | yes | 10 | 29 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:10 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:31 | yes | 24 | 75 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:16 | yes | 25 | 30 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:09 | yes | 11 | 24 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:55 | yes | 10 | 37 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:27 | yes | 2 | 31 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:15 | yes | 14 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:07 | yes | 19 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:37 | yes | 3 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:36 | yes | 22 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 13:06 | yes | 17 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:25 | yes | 21 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:56 | yes | 16 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:25 | yes | 24 | 52 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:59 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:18 | no | 0 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:23 | yes | 25 | 27 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:11 | yes | 21 | 205 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:09 | yes | 14 | 42 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:01 | yes | 2 | 20 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:06 | yes | 18 | 24 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 read as HubSpot Sales Hub
Kixie read as Kixie PowerCall
Outreach read as Outreach Voice
Outreach (Outreach.ai) read as Outreach Voice
SalesLoft (part of Seismic) read as Salesloft Dialer
Salesloft read as Salesloft Dialer
Salesloft (Built-In Dialer) read as Salesloft Dialer
ZoomInfo read as ZoomInfo Copilot Dialer
Unresolved, counted raw
BatchDialer
Connect and Sell
Conquer
Dialpad Ai Sales
EVS7
Enzo
Personnect
Predictive Dialer
RedDog
Salesforce
Salesforce (with integrated dialer)
Vonage Nice CXone
Discontinued, still offered
No shut-down product was recommended here.