Call tracking platforms for enterprise buyers
Asked as “call tracking platform”, and as “inbound phone call attribution tool”, on behalf of an enterprise B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
62%
Clear leader
62Invoca17CallTrackingMetrics04CallRail17others
62% of first choices, clear leader.
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 fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four 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.
For buyers
All fifteen head-to-head pages: the top six products, each against each
CallRail vs InvocaCallRail vs NimbataCallTrackingMetrics vs WhatConvertsCallTrackingMetrics vs Ruler AnalyticsCallTrackingMetrics vs InvocaCallTrackingMetrics vs NimbataWhatConverts vs Ruler AnalyticsWhatConverts vs InvocaWhatConverts vs NimbataRuler Analytics vs InvocaRuler Analytics vs NimbataInvoca vs Nimbata
One product takes 62% of first choices here, so the chart would put six markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Three products carry a negative rate above 25% in this category.
What they warned about
Ten of fourteen models held their first choice under the paraphrase. Mistral Small, Llama 4 Maverick, Kimi K2 and GPT-6 Luna 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.
CallRail40%
24 of 60 labels negative · 12 of 14 models · 6 hard negative
“Platforms to **Avoid or Be Highly Cautious About**: - **CallRail**: - Common enterprise complaints: Unpredictable billing” Grok 4.1 Fast, negative prompt
CallTrackingMetrics23%
11 of 48 labels negative · 9 of 14 models · 6 hard negative
“High enterprise pricing (~$1,999/mo + usage fees, leading to budget unpredictability); steep learning curve/cluttered interface; bait-and-switch sales experiences” Grok 4.1 Fast, negative prompt
WhatConverts55%
6 of 11 labels negative · 6 of 14 models · 1 hard negative
“WhatConverts, for instance, enforces standard daily API request limits (often capped at 10,000 requests per day)” Gemini 3.5 Flash, negative prompt
Invoca6%
4 of 70 labels negative · 4 of 14 models
“Invoca is also mentioned as a strong contender for large enterprises, but it has opaque, quote-based pricing and a longer implementation time” Llama 4 Maverick, 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. 1231 links across 244 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · CallRail54 answers · 120 citations · 14 models
vendor site · CloudTalk46 answers · 64 citations · 12 models
vendor site · HubSpot36 answers · 36 citations · 11 models
vendor site · WhatConverts31 answers · 50 citations · 12 models
vendor site · Viasocket30 answers · 73 citations · 11 models
vendor site · Invoca26 answers · 44 citations · 9 models
vendor site · Cleverly26 answers · 26 citations · 10 models
25 answers · 48 citations · 13 models
24 answers · 25 citations · 10 models
vendor site · ZoomInfo23 answers · 31 citations · 11 models
23 answers · 23 citations · 11 models
vendor site · FreJun18 answers · 22 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.
36 answers · 11 models
36 answers · 13 models
36 answers · 10 models
26 answers · 10 models
24 answers · 10 models
23 answers · 11 models
22 answers · 11 models
17 answers · 10 models
14 answers · 10 models
13 answers · 6 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 call tracking platform”, “call tracking platform”. 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 |
|---|---|---|---|---|---|---|---|---|
| Invoca invoca.com | 62% | 132 | 3,600 | 134 | 6,960 | 20 | ||
| CallTrackingMetrics calltrackingmetrics.com | 17% | 137 | 1,900 | 22 | 2,502 | 0 | ||
| Ruler Analytics ruleranalytics.com | 4% | 77 | 140 | 0 | 3,552 | 1 | ||
| CallRail callrail.com | 4% | 222 | 22,200 | 255 | 30,147 | 48 | 1 | |
| RingCentral ringcentral.com RingCentral Events 4% | 4% | 166 | 110,000 | 3,419 | 9,737,061 company | $3,711 | 120 | |
| Phonexa phonexa.com Phonexa 2%, Phonexa Call Logic 2% | 4% | 15 | 4 | |||||
| Gong gong.io | 2% | 534 | 74,000 | 13,361 | 52,787 | $1,556 | 120 | |
| HubSpot parent site HubSpot Call Tracking 2% | 2% | 41 | 368,000 | 9,776 | ||||
| Vonage Contact Center | 2% | |||||||
| Marchex marchex.com | 0% | 27 | 1,000 | 28 | 752 |
Google's top ten for the two searches hold 12 sites; 4 of them are among the sites the models cited here (callrail.com, pipeline.zoominfo.com, swydo.com, whatconverts.com). The first result for “best call tracking platform” is nimbata.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 call tracking platform for an enterprise B2B company?”Paraphrase“Which inbound phone call attribution tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade call tracking platforms and how do they differ?”Budget-constrained“What is the best call tracking platform 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 call tracking platform. What should we look at?”Negative“Which call tracking platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5InvocaInvocaHeldagainst: CallRailInvocaPhonexano first choiceagainst: CallRail, CallTrackingMetrics, Kixie
Four alternatives
Dreamdata, RingCentral Events, Ruler Analytics, ZoomInfoOne alternative
Ruler AnalyticsThree alternatives
CallRail, CallTrackingMetrics, TwilioTwo alternatives
Lead Distro AI, RingCentral Contact CenterGPT-5.4 miniInvocaInvocaHeldInvocaCallTrackingMetricsno first choiceagainst: ZoomInfo
Three alternatives
Aircall, CTM, CallRailTwo alternatives
CTM, CallRailTwo alternatives
CallRail, CallTrackingMetricsOne alternative
InvocaGemini 3.5 FlashInvocaInvocaHeldInvocaCallTrackingMetricsInvocaagainst: Ringbaagainst: Analytic Call Tracking, CallRail, CallScaler, Grasshopper, OpenPhone, Phonexa, Retreaver, Ringba, WhatConverts, Zoom Phone
Four alternatives
CallRail, CallTrackingMetrics, Chorus by ZoomInfo, GongTwo alternatives
CallTrackingMetrics, InfinityFive alternatives
CallTrackingMetrics, Infinity, Marchex, Phonexa, RingbaThree alternatives
Invoca, Nimbata, RingbaTwo alternatives
CallRail, MarchexPerplexity SonarInvocaagainst: CallRailInvocaHeldInvocaCallRail, Invocaagainst: CloudTalkno first choiceagainst: CallRail, CloudTalk, WhatConverts
One alternative
ZoomInfoTwo alternatives
CallRail, Ruler AnalyticsSix alternatives
CallRail, CallTrackingMetrics, Dialpad, Five9, Ringba, TalkdeskGrok 4.1 FastInvocaagainst: HubSpot Call Tracking, RingCentral EventsInvocaHeldCallTrackingMetrics, Invocaagainst: CallRail, DialogTech, WhatConvertsCallTrackingMetricsagainst: CallRailCallTrackingMetricsagainst: Call Tracking Pro, CallRail, CallTrackingMetrics, CloudTalk, HubSpot Call Tracking
Two alternatives
CallRail, CallTrackingMetricsThree alternatives
CallRail, CallTrackingMetrics, DialogTechTwo alternatives
Marchex, RingbaThree alternatives
CloudTalk, Dialpad, InvocaTwo alternatives
CallRail, InvocaMistral SmallInvocaRuler AnalyticsChangedInvocaCallTrackingMetricsagainst: CallRail, Invocano first choiceagainst: CallRail, CallTrackingMetrics
One alternative
AvomaTwo alternatives
Calilio, CloudTalkThree alternatives
CallRail, HubSpot Call Tracking, MarchexDeepSeek V4 FlashInvocaInvocaHeldagainst: CallRailInvocaInvoca, Phonexa Call Logicagainst: CallTrackingMetrics (CTM) — Enterprise PlanInvocaagainst: CallRailagainst: Aircall, CallRail, CallTrackingMetrics, Invoca
Three alternatives
CallRail, Revenue.io, Twilio Call TrackingOne alternative
Ruler AnalyticsFour alternatives
CallRail, CallTrackingMetrics, Marchex, Revenue.ioOne alternative
CallTrackingMetricsLlama 4 MaverickInvocaRuler AnalyticsChangedno first choiceCallRail, CallTrackingMetrics, Invocano first choiceagainst: CallTrackingMetrics, Invoca
Two alternatives
CallRail, CallTrackingMetricsQwen 3.7 FlashInvocaInvocaHeldMarchexRingCentral Events, Vonage Contact Centeragainst: CallRail, CallTrackingMetrics, WhatConvertsno first choiceagainst: CallRail
Three alternatives
CallRail, Dialpad, KixieTwo alternatives
CallRail, Ruler AnalyticsFive alternatives
CallRail, DialogTech, Invoca, Phonexa, Revenue.ioTwo alternatives
Invoca, NimbataKimi K2Gong, InvocaInvocaChangedagainst: CallRailInvocaCallTrackingMetricsagainst: HubSpot Call Trackingno first choiceagainst: CallRail, CallTrackingMetrics
Four alternatives
CallRail, CallTrackingMetrics, DialogTech, MarchexOne alternative
DialogTechFive alternatives
CallRail, CallTrackingMetrics, Marchex, Retreaver, RingbaOne alternative
InvocaGLM 4.7 FlashXInvocaInvocaHeldInvocaRingCentral Eventsagainst: CallTrackingMetrics, Invocano first choiceagainst: 800.com, CallRail, CallSource, CallTrackingMetrics, Ringba
Four alternatives
CallRail, CallTrackingMetrics, Marchex, PhonexaFour alternatives
CallRail, CloudTalk, Nimbata, Ruler AnalyticsFour alternatives
Avanser, CallRail, CallTrackingMetrics, ConvirzaOne alternative
NimbataMiniMax M2.5Invocaagainst: CallRailInvocaHeldInvocaHubSpot Call Trackingno first choicenothing named
Two alternatives
Gong, HubSpot Call TrackingFour alternatives
CloudTalk, Phonexa, Ruler Analytics, WhatConvertsThree alternatives
CallRail, CallTrackingMetrics, DialogTechTwo alternatives
CallRail, InvocaGPT-6 LunaInvocaCallTrackingMetricsChangedInvocaagainst: RingbaCallTrackingMetricsagainst: CallRailInvocaagainst: CallRail, CallTrackingMetricsagainst: CallRail, CallTrackingMetrics, WhatConverts
One alternative
CallTrackingMetricsOne alternative
InvocaThree alternatives
CallRail, CallTrackingMetrics, MarchexOne alternative
InvocaMuse Glimmer 30BInvocaInvocaHeldagainst: CallRailInvocaInvocano first choiceagainst: CallRail, WhatConverts
One alternative
CallTrackingMetricsOne alternative
CallTrackingMetricsFour alternatives
CallRail, Dialpad, Infinity, MarchexTwo alternatives
CallGrid, CallTrackingMetricsBold 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 | 2026-10-05 00:26 | yes | 9 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:33 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:16 | yes | 15 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:24 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:47 | yes | 23 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | yes | 14 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:42 | yes | 22 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:23 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:03 | yes | 5 | 20 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:12 | yes | 19 | 28 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:55 | yes | 20 | 63 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:32 | yes | 10 | 15 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:02 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:26 | yes | 14 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:43 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:28 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:53 | yes | 13 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:54 | yes | 19 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:49 | yes | 24 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:36 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:02 | yes | 23 | 27 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:28 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:31 | yes | 5 | 16 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:14 | yes | 18 | 17 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:47 | yes | 22 | 19 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:51 | yes | 5 | 12 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:02 | yes | 2 | 22 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:57 | yes | 13 | 18 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:36 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:53 | yes | 9 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:42 | yes | 17 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:28 | yes | 16 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:36 | yes | 22 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:40 | yes | 13 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:10 | yes | 23 | 95 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:09 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:17 | yes | 13 | 33 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:01 | yes | 24 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:23 | yes | 23 | 53 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:21 | yes | 11 | 26 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:30 | yes | 5 | 30 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:23 | yes | 25 | 43 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:48 | yes | 15 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:27 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:57 | yes | 27 | 28 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:12 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:26 | yes | 17 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:14 | yes | 9 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:26 | yes | 24 | 39 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:40 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:47 | yes | 13 | 65 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:47 | yes | 25 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:27 | yes | 23 | 142 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:20 | yes | 19 | 36 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:44 | yes | 4 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:32 | yes | 23 | 37 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:18 | yes | 19 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:03 | yes | 2 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:53 | yes | 29 | 30 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:49 | yes | 23 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:37 | yes | 23 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:47 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:22 | yes | 25 | 74 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:30 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:37 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:43 | yes | 25 | 32 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:57 | yes | 17 | 27 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:57 | yes | 18 | 22 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:54 | yes | 4 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:40 | yes | 13 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:56 | yes | 19 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:26 | yes | 3 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:19 | yes | 21 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:20 | yes | 19 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:52 | yes | 23 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:29 | yes | 14 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:47 | yes | 23 | 62 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:36 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:43 | yes | 14 | 46 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:03 | yes | 25 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:36 | yes | 24 | 83 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:44 | yes | 20 | 35 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:03 | yes | 4 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:30 | yes | 23 | 26 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
HubSpot read as HubSpot Call Tracking
HubSpot (Sales Hub) read as HubSpot Call Tracking
Unresolved, counted raw
Avanser
Calilio
CallGrid
CallTrackingMetrics (CTM) — Enterprise Plan
ResponseTap
Twilio
Twilio Call Tracking
Discontinued, still offered
No shut-down product was recommended here.