Call tracking platforms · November 2026 Edition
WhatConverts vs CallTrackingMetrics
One of fourteen models named WhatConverts first on the direct prompt; two named CallTrackingMetrics. Both were named by all fourteen models and both carry 44 labels, so the shares below are directly comparable.
Named in two categories this edition.
Named in three categories this edition.
First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%14%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 8; printed, not drawn.
Labels4444Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, WhatConverts reading right to left. Rank and label count are printed, not drawn.CallRail was named alongside these two in fourteen of the fourteen direct answers. CallRail vs WhatConverts · CallRail vs CallTrackingMetrics · WhatConverts vs Invoca
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the call tracking platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
WhatConvertsFirst choices, of fourteen modelsCallTrackingMetrics
Direct12
Paraphrase00
Comparative20
Budget-constrained40
Scale-constrained011 against WhatConverts
Negative302 against WhatConverts · 6 against CallTrackingMetrics
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, WhatConverts and CallTrackingMetrics were named in the same answer eighty-four times, of the 129 answers naming WhatConverts and the 146 naming CallTrackingMetrics. In those answers CallTrackingMetrics took the first choice one time and WhatConverts fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where WhatConverts and CallTrackingMetrics stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | |||
| 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 | | | | | | |
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | |
WhatConverts CallTrackingMetrics first choice named as an alternative argued againstblank: not namedEach cell is one answer, WhatConverts on the left and CallTrackingMetrics on the right.The direct prompt
The plain question, one answer per model, grouped by where WhatConverts and CallTrackingMetrics stood in it.
WhatConverts first, CallTrackingMetrics not the choice
1 of 14 modelsCallTrackingMetrics was named in the answer but not as the choice, or not at all.Grok 4.20WhatConverts alternatives: CTM, CallRail
CallTrackingMetrics first, WhatConverts not the choice
2 of 14 modelsWhatConverts was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashCallTrackingMetrics alternatives: CallRail, Invoca, Ruler Analytics
GLM 4.7 FlashXCallRail, CallTrackingMetrics alternatives: Invoca
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5ZoomInfo GTM Workspace alternatives: CallRail, CallTrackingMetrics, Close, HubSpot Call Tracking
GPT-5.4 miniCallRail alternatives: CallTrackingMetrics, Invoca
Perplexity SonarCallRail alternatives: CallTrackingMetrics, HubSpot Call Tracking, Invoca
Mistral SmallCallRail alternatives: CloudTalk, Gong, Jiminny, WhatConverts
DeepSeek V4 FlashCallRail alternatives: CallTrackingMetrics, WhatConverts
Kimi K2CallRail alternatives: Invoca, WhatConverts, ZoomInfo GTM Workspace
Muse Glimmer 30BCallRail alternatives: CallTrackingMetrics, CloudTalk, Invoca, ZoomInfo GTM Workspace
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Llama 4 MaverickCallRail
Qwen 3.7 FlashCallRail alternatives: CloudTalk, Invoca
MiniMax M2.5CallRail alternatives: Close, Convirza, ZoomInfo GTM Workspace
GPT-6 LunaCTM alternatives: CallRail, Invoca
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
WhatConverts leads by sixteen points.
WhatConverts16%#2 of 8CallTrackingMetrics0%#5 of 8Mid-marketThe figures above
WhatConverts leads by four points.
WhatConverts10%#2 of 8CallTrackingMetrics6%#3 of 8Enterprise
The order flips: CallTrackingMetrics leads at enterprise.
CallTrackingMetrics4%#4 of 9WhatConverts0%#9 of 9What the models said about WhatConverts
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“The call tracking platforms to avoid or be cautious about are CallRail, CallTrackingMetrics, and WhatConverts.” Llama 4 Maverick · negative prompt · hard negative
“recent negative labels suggest caution around enterprise scalability and attribution accuracy consistency” Qwen 3.7 Flash · negative prompt · soft negative
“Lighter weight, great value, but may lack enterprise features” DeepSeek V4 Flash · scale prompt · soft negative
“For most budget-conscious companies, WhatConverts at $30/month offers the best combination of affordability, transparency, and features.” DeepSeek V4 Flash · budget prompt · first choice
“Often ranked #1 for marketers and agencies... For most marketers/agencies focused on ad ROI → Start with WhatConverts or CallRail.” Grok 4.20 · comparative prompt · first choice
“If you're an SMB or agency wanting straightforward marketing attribution: CallRail or WhatConverts” DeepSeek V4 Flash · comparative prompt · first choice
What the models said about CallTrackingMetrics
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid unless you have a dedicated project manager, a technical team for implementation, and a strong legal/finance team” Qwen 3.7 Flash · negative prompt · hard negative
“The call tracking platforms to avoid or be cautious about are CallRail, CallTrackingMetrics, and WhatConverts.” Llama 4 Maverick · negative prompt · hard negative
“Complex Pricing & Setup: Pricing combines base plan fees, per-number fees, per-minute charges, and usage fees for transcriptions. Bills can spike rapidly” Gemini 3.5 Flash · negative prompt · soft negative
“prioritize platforms that offer enterprise-grade features like Invoca or CallTrackingMetrics” GLM 4.7 FlashX · scale prompt · first choice
“CallTrackingMetrics (CTM) – Best Overall Value & Versatility for Mid-Market” Gemini 3.5 Flash · direct prompt · first choice
“I'd recommend starting with CallTrackingMetrics or CallRail” GLM 4.7 FlashX · direct prompt · first choice
Also compared
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.