Conversational intelligence and call recording for small business buyers
Asked as “conversation intelligence and call recording platform”, and as “call recording and conversation intelligence tool”, on behalf of a small B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
40%
Clear leader
40Fathom25Fireflies.ai21Avoma13others
40% 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 twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five 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 small business.
All fifteen head-to-head pages: the top six products, each against each
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
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Fathom40%
Fathom40%02Fireflies.ai25%
Fireflies.ai25%03Avoma21%
Avoma21%04CloudTalk4%
CloudTalk4%05Otter.ai4%
Otter.ai4%06Dialpad2%
Dialpad2%07tl;dv0%
tl;dv0%08Grain0%
Grain0%09Aircall0%
Aircall0%10Chorus by ZoomInfo0%
Chorus by ZoomInfo0%11Gong0%
Gong0%What they warned about
Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2 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.
Gong87%
41 of 47 labels negative · 11 of 12 models · 15 hard negative
“Platforms to Avoid for Small B2B (Too Expensive) ... Enterprise-focused; ~$1,400-1,600/user/year + $5K-50K platform fee” Kimi K2, direct prompt
Chorus by ZoomInfo83%
30 of 36 labels negative · 8 of 12 models · 11 hard negative
“Chorus by ZoomInfo is similarly priced and often packaged with expensive, multi-year ZoomInfo data contracts.” Gemini 3.5 Flash, negative prompt
Otter.ai18%
6 of 34 labels negative · 6 of 12 models · 4 hard negative
“Platforms with Documented Legal/Security Issues ... Otter.ai — Active Class Action ... alleges unauthorized recording and AI training on meeting data without participant consent” MiniMax M2.5, negative prompt
Fireflies.ai7%
4 of 61 labels negative · 4 of 12 models
“offering "adequate but shallow" analytics compared to platforms like Gong or Chorus, lacking deal risk scoring” Claude Haiku 4.5, negative 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. 316 links across 121 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 · Cirrus Insight12 answers · 14 citations · 3 models
vendor site · Coffee10 answers · 16 citations · 3 models
vendor site · AssemblyAI10 answers · 11 citations · 3 models
vendor site · Avoma10 answers · 11 citations · 4 models
10 answers · 10 citations · 3 models
vendor site · CloudTalk8 answers · 19 citations · 2 models
7 answers · 8 citations · 4 models
vendor site · ZoomInfo7 answers · 7 citations · 2 models
6 answers · 8 citations · 3 models
vendor site · Guideflow6 answers · 7 citations · 3 models
vendor site · Outreach5 answers · 6 citations · 2 models
vendor site · Alpharun5 answers · 5 citations · 2 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
10 answers · 3 models
9 answers · 3 models
6 answers · 3 models
6 answers · 3 models
5 answers · 2 models
5 answers · 2 models
5 answers · 2 models
5 answers · 1 model
5 answers · 2 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 conversation intelligence and call recording platform”, “conversation intelligence and call recording 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 |
|---|---|---|---|---|---|---|---|---|
| Fathom fathom.ai | 40% | 169 | 90,500 | 6,657 | 44,771 | 24 | ||
| Fireflies.ai fireflies.ai | 25% | 150 | 22,200 | 193 | 69,005 | 120 | ||
| Avoma avoma.com | 21% | 266 | 3,600 | 31 | 19,141 | 27 | 1 | |
| CloudTalk cloudtalk.io | 4% | 364 | 2,900 | 62 | 95,515 | $1,909 | 119 | |
| Otter.ai otter.ai | 4% | 51 | 165,000 | 1,477 | 339,476 | 106 | ||
| Dialpad dialpad.com | 2% | 80 | 40,500 | 905 | 6,588,510 | $1,842 | 120 | 8 |
| Convo itsconvo.com | 2% | 4 | 8,100 | 1,013 | ||||
| JustCall justcall.io | 2% | 157 | 8,100 | 178 | 587,743 | $127 | 120 | |
| tl;dv tldv.io | 0% | 42 | 52 | 36,296 | 0 | |||
| Grain grain.com | 0% | 41 | 90,500 | 90,951 | 6,237 | 2 |
Google's top ten for the two searches hold 13 sites; 3 of them are among the sites the models cited here (avoma.com, getmaxiq.com, learn.g2.com). The first result for “best conversation intelligence and call recording platform” is avoma.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 conversation intelligence and call recording platform for a small B2B company?”Paraphrase“Which call recording and conversation intelligence tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top conversation intelligence and call recording platforms for a small team and how do they differ?”Budget-constrained“What is the best conversation intelligence and call recording platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a conversation intelligence and call recording platform. What should we look at?”Negative“Which conversation intelligence and call recording platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Fathomagainst: Cirrus InsightAvomaChangedFathom, Grainagainst: GongFathomno first choiceagainst: Fireflies.ai, Gong, JustCall, Otter.ai
Two alternatives
Avoma, Fireflies.aiTwo alternatives
Fireflies.ai, JiminnyFive alternatives
Avoma, CloudTalk, Fireflies.ai, Jiminny, NextivaThree alternatives
Avoma, CloudTalk, Fireflies.aiGPT-5.4 miniFireflies.aiagainst: GongAvomaChangedagainst: GongAvomaFathomagainst: Gongno first choiceagainst: Gong
Two alternatives
Dialpad, Otter.aiOne alternative
Fireflies.aiFive alternatives
Dialpad, Fathom, Fireflies.ai, Otter.ai, Zoom Revenue AcceleratorTwo alternatives
Fireflies.ai, HubSpot Sales HubGemini 3.5 FlashFathomagainst: Chorus by ZoomInfo, GongFireflies.aiChangedagainst: Chorus by ZoomInfo, GongFathomagainst: Chorus by ZoomInfo, GongFathomagainst: Chorus by ZoomInfo, Clari Copilot, GongAvoma, Fathomagainst: Chorus by ZoomInfo, Gongagainst: Chorus by ZoomInfo, Fireflies.ai, Gong, Otter.ai, Salesforce Einstein Conversation Insights
Four alternatives
Avoma, Fireflies.ai, HubSpot Sales Hub, JiminnyTwo alternatives
Avoma, FathomFour alternatives
Avoma, Fireflies.ai, Grain, tl;dvTwo alternatives
Fireflies.ai, GrainFive alternatives
Fireflies.ai, Grain, HubSpot Sales Hub, Jiminny, Salesforce Sales CloudPerplexity SonarAvomaCloudTalkChangedAvoma, Fathom, Fireflies.aiagainst: Chorus by ZoomInfo, GongCloudTalkno first choiceagainst: Aircall AI, Allego, Bland AI, Chorus by ZoomInfo, Cognigy, Cresta, Five9, MindTickle, Observe.AI, PolyAI, Salesforce Einstein CI, Salesloft Conversations, Talkdesk AI, Twilio, Vapi
Three alternatives
CloudTalk, Fathom, HubSpot Sales HubFour alternatives
Gong, HubSpot Call Tracking, JustCall, SalesmsgThree alternatives
CloudTalk, Dialpad, tl;dvThree alternatives
Avoma, Fathom, Fireflies.aiGrok 4.20Fathomagainst: Chorus by ZoomInfo, GongAvomaChangedagainst: CallRail, Chorus by ZoomInfo, GongFathomagainst: Chorus by ZoomInfo, GongFireflies.aiagainst: Avoma, Chorus by ZoomInfo, CloudTalk, GongFathomagainst: Chorus by ZoomInfo, Gongagainst: Chorus by ZoomInfo, Dialpad, Gong, JustCall, Outreach Kaia, RingCentral Events
Three alternatives
Avoma, Fireflies.ai, Otter.aiOne alternative
FathomThree alternatives
Avoma, Fireflies.ai, tl;dvFour alternatives
Dialpad, Fathom, OpenPhone/Quo, Otter.aiThree alternatives
Avoma, CloudTalk, Fireflies.aiMistral SmallFireflies.aiagainst: Chorus by ZoomInfo, GongFireflies.aiHeldagainst: GongFathomFathomagainst: Gongno first choiceagainst: Chorus by ZoomInfo, Gong, Granola AI, Invoca, Otter.ai
Five alternatives
Avoma, CloudTalk, Dialpad, Fathom, Otter.aiThree alternatives
Avoma, Convo, FathomEight alternatives
Aircall, Avoma, Cirrus Insight, CloudTalk, Dialpad, Fireflies.ai, Nextiva, Otter.aiTwo alternatives
Fireflies.ai, Otter.aiFour alternatives
Avoma, Fireflies.ai, Gong, JiminnyDeepSeek V4 FlashFathomagainst: Chorus by ZoomInfo, GongAvoma, Fireflies.aiChangedagainst: GongFathom, Fireflies.aiagainst: GongFathomagainst: CloudTalkAvoma, Fathom, Fireflies.aiagainst: Chorus by ZoomInfo, Clari Copilot, Gongagainst: Aircall, Chorus by ZoomInfo, Clari Copilot, Five9, Gong, NICE CXone, Otter.ai, RingCentral Events, Salesforce Einstein, Talkdesk
Two alternatives
Avoma, Fireflies.aiOne alternative
ConvoFive alternatives
Avoma, CloudTalk, Dialpad, OpenPhone, Otter.aiFour alternatives
Fireflies.ai, Google Voice, Otter.ai, Zoom PhoneTwo alternatives
HubSpot CI, tl;dvLlama 4 MaverickConvoFathom, Fireflies.aiChangedFathom, Fireflies.aino first choiceno first choiceagainst: Gong
Two alternatives
Avoma, Fireflies.aiTwo alternatives
Grain, Otter.aiFive alternatives
Avoma, Convo, Fireflies.ai, Kendo AI, Otter.aiQwen 3.7 FlashDialpad, JustCallagainst: Fireflies.aiAvomaChangedFathom, Otter.aiagainst: Chorus by ZoomInfo, GongFathomagainst: Chorus by ZoomInfo, GongFathom, Otter.aiagainst: Chorus by ZoomInfo, Gongagainst: Aircall, AssemblyAI, Calabrio, CallFire, CallMiner Eureka, Chorus by ZoomInfo, Gong, Observe.AI, Symbl.ai, Twilio Studio, Vonage
Three alternatives
Avoma, Fathom, OpenPhoneThree alternatives
Fireflies.ai, Gong, Tact.aiFive alternatives
Avoma, CloudTalk, Convo, Fireflies.ai, JustCallThree alternatives
Fireflies.ai, GoHighLevel, JustCallTwo alternatives
Avoma, Fireflies.aiKimi K2Fathom, Fireflies.aiagainst: Chorus by ZoomInfo, Clari Copilot, GongAvomaChangedagainst: Chorus by ZoomInfo, GongFathomagainst: Chorus by ZoomInfo, GongFathom, Fireflies.aiagainst: Chorus by ZoomInfo, Gong, HubSpot Sales HubAvoma, Fathom, Fireflies.ai, Otter.aiagainst: Chorus by ZoomInfo, Clari Copilot, Gongagainst: Aircall, Chorus by ZoomInfo, Fireflies.ai, Gong, Otter.ai, Talkdesk, Vonage Business Communications
One alternative
AvomaTwo alternatives
Fireflies.ai, JiminnySix alternatives
Aircall, Avoma, CloudTalk, Dialpad, Fireflies.ai, Otter.aiOne alternative
Otter.aiTwo alternatives
CloudTalk CI, JiminnyGLM 4.7 FlashXFathomFathomHeldFireflies.aiFireflies.aiagainst: Avomano first choiceagainst: DataStax, Drift, Echo AI, Multi, Neon Mobile, iPhone Call Recorder
Four alternatives
Avoma, Fireflies.ai, Grain, tl;dvThree alternatives
CallRail Conversation Intelligence, Dialpad, Fireflies.aiSeven alternatives
Aircall, Avoma, CloudTalk, Dialpad, Fathom, Otter.ai, Zoom PhoneThree alternatives
Fathom, MeetGeek, tl;dvMiniMax M2.5AvomaFireflies.aiChangedagainst: GongFathom, Fireflies.aiFathomagainst: Chorus by ZoomInfo, Gongno first choiceagainst: Cresta, Dialpad, Otter.ai
Three alternatives
Fireflies.ai, Grain, tl;dvTwo alternatives
Chorus by ZoomInfo, HubSpot Sales HubThree alternatives
Avoma, Otter.ai, tl;dvTwo alternatives
Avoma, Fireflies.aiBold 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 | 2026-09-14 23:01 | yes | 13 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:52 | yes | 5 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:31 | yes | 23 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 00:48 | 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) | 2026-09-15 00:30 | yes | 0 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:20 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:32 | yes | 0 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:01 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:35 | yes | 0 | 53 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:07 | yes | 0 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:30 | yes | 0 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:35 | yes | 0 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:07 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:47 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:21 | yes | 12 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 01:46 | yes | 19 | 5 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 04:46 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:06 | yes | 0 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:36 | yes | 0 | 51 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:11 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 05:01 | no | 0 | 37 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:13 | yes | 0 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:33 | yes | 0 | 15 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 05:05 | yes | 0 | 10 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:48 | yes | 15 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:27 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:11 | yes | 18 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-14 23:08 | yes | 20 | 10 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 01:09 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 22:58 | yes | 0 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 22:57 | yes | 0 | 38 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:14 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:37 | yes | 0 | 43 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:28 | yes | 0 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:40 | yes | 0 | 29 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:57 | yes | 0 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:17 | yes | 16 | 11 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:57 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:24 | yes | 21 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 00:06 | yes | 20 | 7 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 00:25 | yes | 0 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:49 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:39 | yes | 0 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:49 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:26 | no | 0 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:00 | yes | 0 | 18 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:43 | yes | 0 | 13 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:59 | yes | 0 | 13 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:44 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:49 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:06 | yes | 11 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 00:08 | yes | 17 | 10 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 00:21 | yes | 0 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:17 | yes | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:10 | yes | 0 | 72 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:49 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:26 | yes | 0 | 46 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:57 | yes | 0 | 37 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:59 | yes | 0 | 40 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:05 | yes | 0 | 13 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:21 | yes | 29 | 13 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 05:01 | yes | 5 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:02 | yes | 12 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 01:03 | yes | 20 | 8 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 03:56 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:06 | yes | 0 | 18 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:49 | yes | 0 | 20 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 22:59 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 22:53 | yes | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:12 | yes | 0 | 58 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:24 | yes | 0 | 146 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:07 | yes | 0 | 33 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
CallMiner read as CallMiner Eureka
HubSpot (Enterprise / Sales Hub) read as HubSpot Sales Hub
Neon read as Neon Mobile
Outreach read as Outreach Kaia
Salesforce read as Salesforce Sales Cloud
Salesloft read as Salesloft Conversations
ZoomInfo’s Chorus read as Chorus by ZoomInfo
Unresolved, counted raw
CallRail Conversation Intelligence
CloudTalk CI
DataStax
Echo AI
Granola AI
Multi
SalesEcho
Tact.ai
Talkdesk AI
Twilio
Vonage Business Communications
iPhone Call Recorder ("Acr call recorder")
Discontinued, still offered
No shut-down product was recommended here.