Call tracking platforms for small business buyers
Asked as “call tracking platform”, and as “inbound phone call attribution tool”, on behalf of a small B2B company. 51 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
73%
Clear leader
73CallRail08AvidTrak08WhatConverts12others
73% 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 a small 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.
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 73% of first choices here, so the chart would put eight 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.
CallTrackingMetrics37%
15 of 41 labels negative · 13 of 14 models · 3 hard negative
“users report **dropped calls and other issues**... Users describe the **learning curve as steep** due to a **cluttered interface**” GLM 4.7 FlashX, negative prompt
CallRail16%
12 of 75 labels negative · 12 of 14 models · 1 hard negative
“it is often noted as **expensive**... Users warn that pricing can add up quickly” GLM 4.7 FlashX, negative prompt
Invoca85%
17 of 20 labels negative · 10 of 14 models · 8 hard negative
“described as an **enterprise-grade call intelligence platform**, which makes it a poor fit for a small business” Perplexity Sonar, negative prompt
CloudTalk50%
7 of 14 labels negative · 7 of 14 models · 3 hard negative
“CloudTalk has call quality issues: dropped calls, lag, and one-way audio are the most common complaints” Claude Haiku 4.5, 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
78 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. 979 links across 137 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 · CallRail51 answers · 121 citations · 14 models
vendor site · HubSpot51 answers · 56 citations · 12 models
41 answers · 46 citations · 12 models
vendor site · WhatConverts40 answers · 61 citations · 12 models
vendor site · Viasocket39 answers · 68 citations · 11 models
vendor site · CloudTalk34 answers · 57 citations · 10 models
30 answers · 30 citations · 11 models
29 answers · 51 citations · 12 models
vendor site · KrispCall28 answers · 29 citations · 11 models
vendor site · Nimbata26 answers · 42 citations · 12 models
vendor site · Cleverly25 answers · 25 citations · 11 models
vendor site · AvidTrak17 answers · 23 citations · 7 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.
51 answers · 12 models
37 answers · 10 models
32 answers · 12 models
30 answers · 11 models
25 answers · 11 models
22 answers · 10 models
19 answers · 8 models
16 answers · 10 models
15 answers · 8 models
15 answers · 8 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best 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 |
|---|---|---|---|---|---|---|---|---|
| CallRail callrail.com | 73% | 222 | 22,200 | 255 | 30,147 | 48 | 1 | |
| WhatConverts whatconverts.com | 8% | 100 | 2,400 | 15 | 4,821 | 24 | 5 | |
| AvidTrak avidtrak.com | 8% | 19 | 50 | 0 | 159 | 0 | ||
| Nimbata nimbata.com | 4% | 41 | 260 | 0 | 4,649 | $526 | 13 | 1 |
| Ruler Analytics ruleranalytics.com | 4% | 77 | 140 | 0 | 3,552 | 1 | ||
| CallScaler callscaler.com | 2% | 14 | ||||||
| CallHippo callhippo.com | 2% | 13 | ||||||
| HubSpot parent site HubSpot Call Tracking 0%, HubSpot CRM 0% | 0% | 306 | 368,000 | 9,776 | ||||
| CallTrackingMetrics calltrackingmetrics.com | 0% | 137 | 1,900 | 22 | 2,502 | 0 | ||
| Close close.com | 0% | 68 | 368,000 | 1,940,083 | 168,266 | $2,188 | 18 |
Google's top ten for the two searches hold 12 sites; 3 of them are among the sites the models cited here (callrail.com, nimbata.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 a small B2B company?”Paraphrase“Which inbound phone call attribution tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top call tracking platforms for a small team and how do they differ?”Budget-constrained“What is the best call tracking platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a call tracking platform. What should we look at?”Negative“Which call tracking platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5CallRailCallRailHeldCallRailAvidTrakno first choiceagainst: CallRail, CallTrackingMetrics, CloudTalk, Dialics, Invoca, Talkdesk
Three alternatives
Close, EngageBay, HubSpot Call TrackingThree alternatives
CallTrackingMetrics, HubSpot Call Tracking, WhatConvertsFour alternatives
Call Tracker, EngageBay, Talkroute, WhatConvertsOne alternative
CallScalerGPT-5.4 miniCallRailCallRailHeldagainst: InvocaCallRailagainst: InvocaCallRailno first choiceagainst: CTM, CallRail, CallTrackingMetrics, Calltouch, Marketcall, Telnyx
Two alternatives
Analytic Call Tracking, CallTrackingMetrics / CTMOne alternative
WhatConvertsTwo alternatives
CallTrackingMetrics, DialpadTwo alternatives
CallTrackingMetrics, WhatConvertsGemini 3.5 FlashCallRailCallRailHeldCallRailAvidTrakagainst: CallRail, CallTrackingMetrics, TwilioCallRailagainst: CallTrackingMetrics, Invoca, Marchex, RingCentral Events, Ringba, SignalWire, Twilio
Four alternatives
CloudTalk, JustCall, Ruler Analytics, WhatConvertsTwo alternatives
HubSpot Native Calling, WhatConvertsFour alternatives
Call Tracker, CallTrackingMetrics, Nimbata, WhatConvertsThree alternatives
Call Tracker, Nimbata, WhatConvertsTwo alternatives
CallTrackingMetrics, WhatConvertsPerplexity SonarCallRailCallRailHeldCallRailCallRailagainst: OpenPhoneno first choiceagainst: CallTrackingMetrics, Invoca, Ringba
Two alternatives
HubSpot Call Tracking, WhatConvertsOne alternative
Ruler AnalyticsFour alternatives
CloudTalk, HubSpot Call Tracking, OpenPhone, WhatConvertsTwo alternatives
CallFire, CloudTalkGrok 4.1 FastCallRailagainst: InvocaCallRailHeldCallRailagainst: Invoca, RingbaWhatConvertsCallRailagainst: Invocaagainst: CallRail, CallTrackingMetrics, CloudTalk, Invoca, Marchex, Talkdesk
Four alternatives
CallTrackingMetrics, Nimbata, RingCentral Events, WhatConvertsTwo alternatives
Ruler Analytics, WhatConvertsThree alternatives
CallTrackingMetrics, Nimbata, WhatConvertsTwo alternatives
CallRail, NimbataThree alternatives
CallTrackingMetrics, HubSpot Call Tracking, WhatConvertsMistral SmallCallRailCallRail, Ruler AnalyticsChangedCallRailCallRailno first choiceagainst: CallRail, CallTrackingMetrics, CloudTalk, Invoca, Ringba
Five alternatives
Aircall, CallTrackingMetrics, CloudTalk, Dialpad, HubSpot Call TrackingTwo alternatives
CallHippo, CallScalerDeepSeek V4 FlashCallRailCallRailHeldagainst: CallTrackingMetricsCallRail, WhatConvertsagainst: Phonexa Call LogicNimbataCallRailagainst: Invocaagainst: CallFire, CallHippo, CallRail, CallTrackingMetrics, Invoca
One alternative
WhatConvertsThree alternatives
CallScaler, Nimbata, Ruler AnalyticsTwo alternatives
CallTrackingMetrics, NimbataTwo alternatives
CallRail, HubSpot Call TrackingTwo alternatives
CallTrackingMetrics, WhatConvertsLlama 4 MaverickCallRailRuler AnalyticsChangedCallRailCallHippo, CallRail, CallScalerno first choicenothing named
Three alternatives
CallTrackingMetrics, Close, Revenue.ioTwo alternatives
CloudTalk, Revenue.ioQwen 3.7 FlashCallRailCallRailHeldAircallagainst: RingCentral EventsCallRailno first choiceagainst: Call Tracking Pro, CallRail, CallTrackingMetrics, CloudTalk, Dialpad, RingCentral Events, Talkdesk
Four alternatives
CallTrackingMetrics, Dialpad, HubSpot Call Tracking, RingDNAOne alternative
Ruler AnalyticsTwo alternatives
CallRail, SwooveThree alternatives
CallFire, HubSpot CRM, NimbataKimi K2CallRail, WhatConvertsCallRailChangedagainst: DialogTech, InvocaCallRailCallRailagainst: Google VoiceAvidTrak, WhatConvertsagainst: CallFire, CallRailagainst: CallTrackingMetrics, Infinity, Invoca, Marchex
Two alternatives
CallTrackingMetrics, HubSpot Call TrackingOne alternative
WhatConvertsFour alternatives
AvidTrak, CallTrackingMetrics, Nimbata, WhatConvertsThree alternatives
Grasshopper, HubSpot Call Tracking, OpenPhoneOne alternative
CallTrackingMetricsGLM 4.7 FlashXCallRailagainst: InvocaCallRailHeldFreJunagainst: Aircall, InvocaCallRailagainst: HubSpot Call Trackingno first choiceagainst: CallRail, CallTracker, CallTrackingMetrics, CloudTalk, Talkdesk
Three alternatives
CallTrackingMetrics, HubSpot Call Tracking, WhatConvertsThree alternatives
CallTrackingMetrics, Ruler Analytics, WhatConvertsThree alternatives
CallRail, Nimbata, WhatConvertsFour alternatives
800.com, ActiveDemand, CallFire, NimbataMiniMax M2.5CallRailCallRailHeldCallRailCallRailno first choiceagainst: DialogTech, Invocaagainst: CallRail, CallTrackingMetrics, CloudTalk, Fastcall
Three alternatives
CallTrackingMetrics, Close, Revenue.ioThree alternatives
CallTrackingMetrics, Convince & Convert, Ruler AnalyticsFour alternatives
AvidTrak, CallTrackingMetrics, HubSpot Call Tracking, WhatConvertsTwo alternatives
CallScaler, HubSpot Call TrackingGPT-6 LunaCallRailWhatConvertsChangedCallRailNimbatano first choiceagainst: CallRail, CallTrackingMetrics, WhatConverts
One alternative
WhatConvertsOne alternative
CallRailThree alternatives
CallTrackingMetrics, Nimbata, WhatConvertsTwo alternatives
CallRail, WhatConvertsMuse Glimmer 30BCallRailCallRailHeldCallRailagainst: CallScaler, CallTrackingMetrics, RingbaAvidTrakno first choiceagainst: CallRail, CallTrackingMetrics / CTM, CloudTalk, Talkdesk
Two alternatives
CallTrackingMetrics, HubSpot Call TrackingTwo alternatives
AvidTrak, Ruler AnalyticsTwo alternatives
Nimbata, WhatConvertsFour alternatives
ActiveDemand, CallRail, Nimbata, WhatConvertsBold 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 00:24 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:02 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:11 | yes | 17 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:36 | yes | 19 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:09 | yes | 17 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:19 | yes | 5 | 2 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:49 | yes | 19 | 48 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:42 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:38 | yes | 14 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:38 | yes | 14 | 19 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:24 | yes | 19 | 58 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:31 | yes | 5 | 10 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:49 | yes | 2 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:59 | yes | 14 | 13 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:15 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:00 | yes | 5 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:43 | yes | 10 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:18 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:20 | yes | 21 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:13 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:10 | yes | 19 | 63 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:52 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:19 | yes | 5 | 19 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:20 | yes | 18 | 18 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:14 | yes | 12 | 51 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:36 | yes | 5 | 34 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:10 | yes | 2 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:19 | yes | 11 | 14 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:14 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:16 | yes | 4 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:49 | yes | 20 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:32 | yes | 18 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:52 | yes | 24 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:26 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:52 | yes | 21 | 69 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:10 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:17 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:34 | yes | 15 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:13 | yes | 24 | 50 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:17 | yes | 18 | 32 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:39 | yes | 4 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:21 | yes | 15 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:57 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:26 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:33 | yes | 20 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:44 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:24 | yes | 22 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:36 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:33 | yes | 22 | 80 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:42 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:34 | yes | 5 | 16 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:40 | yes | 19 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:07 | yes | 8 | 26 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:36 | yes | 5 | 20 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:43 | yes | 3 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:47 | yes | 12 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:45 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:51 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:13 | yes | 9 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:43 | yes | 17 | 3 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:15 | yes | 16 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:35 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:43 | yes | 20 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:52 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:46 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:20 | yes | 18 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:44 | yes | 12 | 61 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:34 | yes | 5 | 20 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:29 | yes | 2 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:13 | no | 0 | 3 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:59 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:49 | yes | 9 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:03 | yes | 15 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:29 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:42 | yes | 23 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:45 | yes | 14 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:18 | yes | 23 | 45 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:37 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:34 | yes | 9 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:51 | yes | 23 | 27 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:43 | yes | 21 | 120 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:00 | yes | 19 | 35 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:43 | yes | 3 | 19 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:23 | yes | 22 | 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
Atlas
CallTracker
Calltouch
Convince & Convert
Dialics
HubSpot Native Calling
Marketcall
SignalWire
Swoove
Talkroute
Twilio
Discontinued, still offered
No shut-down product was recommended here.