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. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
20%
Contested · Salesloft Dialer 15%
20Outreach Voice15Salesloft Dialer13Five952others
20% of first choices, contested.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the six products at 0%, ordered by negative rate
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
Aloware vs NooksAloware vs OrumAloware vs AircallAloware vs Kixie PowerCallCloudTalk vs JustCallCloudTalk vs AlloCloudTalk vs NooksCloudTalk vs OrumCloudTalk vs AircallCloudTalk vs Kixie PowerCallJustCall vs AlloJustCall vs NooksJustCall vs OrumJustCall vs AircallJustCall vs Kixie PowerCallAllo vs NooksAllo vs OrumAllo vs AircallAllo vs Kixie PowerCallNooks vs OrumNooks vs AircallNooks vs Kixie PowerCallOrum vs AircallOrum vs Kixie PowerCallAircall vs Kixie PowerCall
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 →
01
02
03
04
05
06
07
08
09
10
11
12
13
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17Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Outreach Voice20%
Outreach Voice20%02Salesloft Dialer15%
Salesloft Dialer15%03Five913%
Five913%04Aloware11%
Aloware11%05NICE CXone7%
NICE CXone7%06Orum7%
Orum7%07Genesys Cloud CX4%
Genesys Cloud CX4%08CloudTalk4%
CloudTalk4%09Nooks2%
Nooks2%10Dialpad2%
Dialpad2%11PhoneBurner2%
PhoneBurner2%12Talkdesk0%
Talkdesk0%13Convoso0%
Convoso0%14JustCall0%
JustCall0%15Kixie PowerCall0%
Kixie PowerCall0%16Aircall0%
Aircall0%17RingCentral Events0%
RingCentral Events0%What they warned about
One of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, 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.
CloudTalk28%
9 of 32 labels negative · 5 of 12 models · 4 hard negative
“CloudTalk: Call quality is flagged as inconsistent in some Trustpilot reviews, and customer support response times have been a recurring complaint.” Claude Haiku 4.5, negative prompt
Aircall58%
7 of 12 labels negative · 5 of 12 models · 2 hard negative
“What I'd avoid for predictable cost at scale- Aircall, JustCall, CloudTalk, RingCentral” DeepSeek V4 Flash, budget prompt
Orum25%
8 of 32 labels negative · 5 of 12 models · 1 hard negative
“Orum - Parallel dialing at scale creates massive compliance and reputation risks” Mistral Small, negative prompt
Kixie PowerCall50%
6 of 12 labels negative · 5 of 12 models
“standard sales tools (like PhoneBurner or Kixie) often lack the necessary infrastructure, compliance features, and dedicated support to handle that scale” Qwen 3.7 Flash, budget prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
22 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 319 links across 124 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Aloware12 answers · 19 citations · 3 models
vendor site · CloudTalk11 answers · 23 citations · 3 models
vendor site · Trellus11 answers · 13 citations · 3 models
vendor site · JustCall9 answers · 13 citations · 2 models
vendor site · Skipcall9 answers · 9 citations · 3 models
8 answers · 8 citations · 2 models
vendor site · TrustRadius8 answers · 8 citations · 4 models
vendor site · 11x7 answers · 7 citations · 3 models
vendor site · Nooks6 answers · 6 citations · 3 models
vendor site · Prospeo5 answers · 7 citations · 2 models
vendor site · Retell AI5 answers · 6 citations · 2 models
vendor site · Guideflow5 answers · 5 citations · 3 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.
10 answers · 3 models
9 answers · 2 models
9 answers · 3 models
8 answers · 2 models
8 answers · 2 models
6 answers · 3 models
6 answers · 3 models
5 answers · 3 models
5 answers · 2 models
5 answers · 1 model
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 |
|---|---|---|---|---|---|---|---|---|
| Outreach outreach.ai Outreach Voice 20% | 20% | 36 | 33,100 | 9,282 | 27,855 company | $143 | 51 | |
| Salesloft salesloft.com Salesloft Dialer 15% | 15% | 43 | 18,100 | 445 | 52,058 company | $4,229 | 74 | |
| Five9 five9.com Five9 13%, Five9 Intelligent Cloud Contact Center Platform 2% | 15% | 200 | 27,100 | 677 | 183,461 | $1,178 | 120 | |
| Aloware aloware.com | 11% | 28 | 2,900 | 13 | 27,544 | $442 | 24 | 1 |
| NICE nice.com NICE CXone 7% | 7% | 152 | 165,000 | 567,279 | 395,488 company | $697,825 | 77 | |
| Orum orum.com | 7% | 83 | 6,600 | 168 | 3,655 | 3 | ||
| PowerDialer.ai powerdialer.ai | 6% | 5 | ||||||
| Genesys Cloud CX genesys.com | 4% | 196 | 590 | 23 | 60,178 | $216,000 | 79 | |
| CloudTalk cloudtalk.io | 4% | 364 | 2,900 | 62 | 95,515 | $1,909 | 119 | 3 |
| Nooks nooks.ai | 2% | 70 | 110,000 | 20,242 | 36,674 | 78 | 4 |
Google's top ten for the two searches hold 15 sites; 7 of them are among the sites the models cited here (aloware.com, cloudtalk.io, croclub.com, justcall.io, nooks.ai, 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 4.5Five9Outreach VoiceChangedAlowareagainst: TalkdeskAlowareagainst: Genesys Cloud CXno first choiceagainst: CloudTalk, Dialpad
Four alternatives
Aircall, Aloware Power Dialer, HubSpot Sales Hub, NICE CXoneThree alternatives
Salesloft Dialer, Talkdesk, ZoomInfo Copilot DialerFour alternatives
CloudTalk, Five9, NICE CXone, RingCentral EventsOne alternative
Five9GPT-5.4 miniOutreach VoiceOutreach VoiceHeldNooks, OrumSalesloft Dialeragainst: Orumno first choiceagainst: Convoso, Mojo Selling Solutions, Readymode, Voicent Predictive Dialer
Four alternatives
Five9, Genesys Cloud CX, NICE CXone, OrumTwo alternatives
Orum, Salesloft DialerEight alternatives
Dialpad, Five9, Genesys Cloud CX, NICE CXone, Outreach Voice, RingCentral Contact Center, Salesloft Dialer, TalkdeskOne alternative
DialpadGemini 3.5 FlashOrumOutreach Voice, Salesloft DialerChangedNooks, OrumDialpad, PhoneBurneragainst: Nooks, OrumNooks, Orumagainst: Aircall, Avaya, Legacy Cisco, Mojo Dialer, PhoneBurner, RingCentral Events, Zoom Phone
Six alternatives
Aloware, Convoso, Five9, Outreach Voice, PhoneBurner, Salesloft DialerThree alternatives
Five9, Nooks, OrumFive alternatives
Aloware, Five9, Harmony.ai, PhoneBurner, Retell AITwo alternatives
Five9, Genesys Cloud CXFive alternatives
Dialpad, Outreach Voice, RingCentral Events, Salesloft Dialer, Zoom PhonePerplexity SonarAlowareOutreach Voice, Salesloft DialerChangedFive9, Genesys Cloud CXAlowareagainst: Five9no first choicenothing named
Two alternatives
JustCall, ZoomInfo Copilot DialerTwo alternatives
Dialpad, NextivaFive alternatives
NICE CXone, Nooks, Orum, Revenue.io, Salesloft DialerOne alternative
PowerDialer.aiGrok 4.20Five9against: Aloware, CloudTalkOutreach Voice, Salesloft DialerChangedagainst: Aircall, CloudTalk, Convoso, Dialpad, Five9, NICE CXone, Orum, RingCentral EventsFive9against: Aloware, Kixie PowerCall, OrumFive9against: Aloware, CloudTalk, JustCall, PhoneBurner, PowerDialer.ai, PredictiveDialer.coFive9, NICE CXoneagainst: Aircall, BatchDialer, Convoso, Five9, Orum, RingCentral Events
Four alternatives
Genesys Cloud CX, NICE CXone, Talkdesk, ZoomInfo Copilot DialerFour alternatives
Convoso, Genesys Cloud CX, NICE CXone, TalkdeskThree alternatives
Convoso, NICE CXone, TalkdeskOne alternative
CloudTalkMistral SmallSkipcallFive9 Intelligent Cloud Contact Center PlatformChangedAlowarePowerDialer.aino first choiceagainst: JustCall, Kixie PowerCall, Nooks, Orum, PhoneBurner, Salesfinity, Trellus
Four alternatives
Kixie PowerCall, Nooks, Orum, Salesloft DialerTwo alternatives
Genesys Cloud CX, Salesloft DialerFour alternatives
CloudTalk, Five9, NICE CXone, OrumThree alternatives
Convoso, DialedIn, Five9DeepSeek V4 FlashOrum, Outreach Voice, Salesloft Dialeragainst: KoncertOutreach VoiceChangedNooks, Orumagainst: Aloware, CloudTalk, Kixie PowerCallAloware, PowerDialer.aiagainst: Aircall, CloudTalk, Genesys Cloud CX, JustCall, NICE CXone, Nooks, Orum, PhoneBurner, RingCentral EventsOutreach Voice, Salesloft Dialeragainst: Aircall, CloudTalk, Dialpad, Kixie PowerCallagainst: ConnectAndSell, Dialpad, MonsterConnect, Orum, RingCentral Events
Three alternatives
CloudTalk, Five9, NooksThree alternatives
CloudTalk, Five9, Salesloft DialerSix alternatives
Convoso, Five9, NICE CXone, Outreach Voice, Salesloft Dialer, TalkdeskTwo alternatives
DialedIn, Five9Five alternatives
Five9, Nooks, Orum, RingCentral Events, Salesforce Sales DialerLlama 4 Maverickno first choiceCloudTalkChangedAlowareAlowareno first choicenothing named
Three alternatives
Aircall, HubSpot Sales Hub, NextivaTwo alternatives
CloudTalk, Five9Three alternatives
CloudTalk, NICE CXone, PhoneBurnerFour alternatives
Aloware, JustCall, Orum, SalesfinityQwen 3.7 FlashAlowareFive9ChangedFive9, NICE CXoneNICE CXoneagainst: Kixie PowerCall, PhoneBurnerno first choiceagainst: Grasshopper, RingCentral basic tiers
Six alternatives
Bland AI, CloudTalk, Dialpad, Fastcall, InsideSales, Kixie PowerCallFour alternatives
Dialpad, NICE CXone, Outreach Voice, Salesloft DialerSeven alternatives
Aloware, Convoso, JustCall, Nooks, Orum, Salesforce Sales Dialer, TalkdeskThree alternatives
Five9, Orum, Salesloft DialerKimi K2Orumagainst: Kixie PowerCallOutreach Voice, Salesloft DialerChangedno first choiceGenesys Cloud CX, NICE CXoneagainst: Aircall, Amazon Connect, CloudTalkno first choiceagainst: Apollo's Native Parallel Dialer, Fluent, Kasm, Inc., Stratics Networks Inc.
Two alternatives
Aloware, NooksThree alternatives
Five9, Genesys Cloud CX, GongSeven alternatives
Aloware, Five9, Genesys Cloud CX, NICE CXone, Orum, Salesloft Dialer, TalkdeskThree alternatives
CRM Dialer™, Five9, TalkdeskGLM 4.7 FlashXFive9, NICE CXoneFive9ChangedAlowareGenesys Cloud CXno first choiceagainst: CloudTalk, Five9, RingCentral Events
Ten alternatives
Apollo Dialer, CloudTalk, Convoso, Dialpad, Fastcall, HubSpot Call Tracker, Nooks, Orum, Skipcall, TalkdeskThree alternatives
CloudTalk, Orum, Outreach VoiceEleven alternatives
Aircall, CloudTalk, Convoso, Dialpad, Five9, JustCall, Kixie PowerCall, Nooks, Orum, PhoneBurner, ZoomInfo Copilot DialerTwo alternatives
Five9, NICE CXoneMiniMax M2.5GongCloudTalk, Salesforce Sales CloudChangedno first choiceagainst: AircallPowerDialer.aiagainst: Five9, JustCall, Salesloft DialerOutreach Voice, Salesloft Dialeragainst: Convoso, Five9, Nooks
Four alternatives
Aloware, Outreach Voice, Salesloft Dialer, ZoomInfo Copilot DialerTwo alternatives
Monday.com, NextivaTwo alternatives
Call Center Dialer™, CloudTalkTwo alternatives
Gong, Vanilla SoftBold 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.
Seventy-two 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 | 2026-09-15 01:34 | yes | 14 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:48 | yes | 2 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:15 | yes | 11 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 00:53 | yes | 20 | 6 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 23:17 | yes | 0 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:50 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:15 | yes | 0 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:12 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:32 | yes | 0 | 31 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:26 | yes | 0 | 42 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:12 | yes | 0 | 52 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:43 | yes | 0 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:42 | yes | 12 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:24 | yes | 2 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:55 | yes | 11 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-14 23:51 | yes | 20 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:22 | yes | 0 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:58 | yes | 0 | 9 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:20 | yes | 0 | 37 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:40 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:40 | yes | 0 | 70 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:24 | yes | 0 | 63 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:07 | yes | 0 | 34 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:56 | yes | 0 | 29 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:24 | yes | 10 | 13 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:30 | yes | 2 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:39 | yes | 11 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-14 23:11 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:45 | yes | 0 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:40 | yes | 0 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:14 | yes | 0 | 23 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:24 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:52 | yes | 0 | 55 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:11 | yes | 0 | 84 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:16 | yes | 0 | 32 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:52 | yes | 0 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:44 | yes | 16 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:55 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 22:58 | yes | 27 | 28 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 03:49 | yes | 20 | 8 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 03:29 | yes | 0 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:33 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:11 | yes | 0 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:21 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:33 | yes | 0 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:28 | yes | 0 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:32 | yes | 0 | 24 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 05:00 | yes | 0 | 38 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:51 | yes | 26 | 18 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:21 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:52 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 05:04 | yes | 20 | 21 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:09 | yes | 0 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:18 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:20 | yes | 0 | 28 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:42 | yes | 0 | 5 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:21 | yes | 0 | 42 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:09 | yes | 0 | 47 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:27 | yes | 0 | 47 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:37 | yes | 0 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:58 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:51 | yes | 7 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:52 | yes | 28 | 35 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 02:18 | yes | 20 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:44 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:06 | yes | 0 | 11 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:49 | yes | 0 | 75 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:45 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:29 | no | 0 | 45 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:36 | yes | 0 | 61 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:28 | yes | 0 | 113 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:47 | yes | 0 | 21 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Genesys read as Genesys Cloud CX
Kixie read as Kixie PowerCall
Outreach read as Outreach Voice
Outreach.io read as Outreach Voice
SalesLoft read as Salesloft Dialer
Salesforce Dialer read as Salesforce Sales Dialer
Salesloft read as Salesloft Dialer
ZoomInfo read as ZoomInfo Copilot Dialer
ZoomInfo Dialer read as ZoomInfo Copilot Dialer
ZoomInfo Sales read as ZoomInfo Copilot Dialer
Unresolved, counted raw
Apollo's Native Parallel Dialer
BatchDialer
CRM Dialer™
Call Center Dialer™
DialerAI
Harmony.ai
Kasm, Inc.
Legacy Cisco
LiveVox
Mojo Selling Solutions
Outbound Engine
PredictiveDialer.co
RingCentral CX
RingCentral basic tiers
Stratics Networks Inc.
Twilio
Voicent Predictive Dialer
Discontinued, still offered
No shut-down product was recommended here.