Meeting scheduling for enterprise buyers
Asked as “meeting scheduling tool for sales teams”, and as “appointment scheduling software”, on behalf of an enterprise B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
52%
Clear leader
52Calendly20Chili Piper11Microsoft Bookings17others
52% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product 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 ten head-to-head pages: the top five 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
07Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Calendly52%
Calendly52%02Chili Piper20%
Chili Piper20%03Microsoft Bookings11%
Microsoft Bookings11%04Cal.com7%
Cal.com7%05HubSpot Meetings4%
HubSpot Meetings4%06RevenueHero2%
RevenueHero2%07Doodle0%
Doodle0%What they warned about
Three 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, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick 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.
Chili Piper21%
10 of 47 labels negative · 10 of 12 models · 5 hard negative
“transitioned to a model that charges a high base platform fee ($15k+/year) plus additional fees... makes financial forecasting difficult” Qwen 3.7 Flash, budget prompt
Doodle67%
8 of 12 labels negative · 7 of 12 models · 4 hard negative
“"Consumer-First" Polling Tools (e.g., Doodle) ... Why to avoid: These platforms frequently lack Business Associate Agreements (BAAs)” Qwen 3.7 Flash, negative prompt
Calendly17%
10 of 59 labels negative · 7 of 12 models · 3 hard negative
“What to avoid: Individual, free, or basic paid plans of popular schedulers (e.g., standard Calendly, Doodle...)” Gemini 3.5 Flash, negative prompt
HubSpot Meetings25%
6 of 24 labels negative · 6 of 12 models
“including standard tiers of Calendly, HubSpot Meetings, and Microsoft Bookings) run background tracking scripts” Gemini 3.5 Flash, 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. 304 links across 132 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 · Cal.com11 answers · 17 citations · 3 models
vendor site · RevenueHero10 answers · 12 citations · 3 models
vendor site · LeadAngel10 answers · 10 citations · 3 models
vendor site · Calendly9 answers · 16 citations · 3 models
vendor site · Guideflow8 answers · 11 citations · 2 models
vendor site · HubSpot7 answers · 13 citations · 4 models
vendor site · Albato6 answers · 6 citations · 2 models
5 answers · 6 citations · 2 models
vendor site · Cleverly5 answers · 5 citations · 2 models
vendor site · Lunacal5 answers · 5 citations · 2 models
5 answers · 5 citations · 2 models
vendor site · Zapier5 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
8 answers · 3 models
7 answers · 3 models
6 answers · 2 models
5 answers · 3 models
5 answers · 2 models
5 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 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 meeting scheduling tool for sales teams”, “meeting scheduling tool for sales teams”. 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 |
|---|---|---|---|---|---|---|---|---|
| Calendly calendly.com | 52% | 201 | 368,000 | 2,824 | 292,858 | $34 | 5 | |
| Chili Piper chilipiper.com | 20% | 275 | 6,600 | 130 | 6,997 | $295 | 41 | |
| Microsoft parent site Microsoft Bookings 11%, Microsoft Teams 0% | 11% | 95 | 2,240,000 | 403,136 | ||||
| Cal.com cal.com | 7% | 133 | 2,900 | 100 | 439,943 | 3 | 7 | |
| HubSpot parent site HubSpot Meetings 4%, HubSpot Sales Hub 2% | 7% | 687 | 368,000 | 9,776 | ||||
| RevenueHero revenuehero.io | 2% | 104 | 720 | 1 | 1,187 | 5 | ||
| Salesforce parent site Salesforce Sales Cloud 2%, Salesforce Scheduler 0% | 2% | 318 | 550,000 | 60,632 | ||||
| LeadAngel leadangel.com | 0% | 113 | 90 | 0 | 369 | 0 | ||
| Google parent site Google Calendar Appointment Scheduling 0% | 0% | 36 | 12,100 | 138 | ||||
| Reclaim.ai reclaim.ai | 0% | 4 | 5,400 | 6 | 143,629 | 0 |
Google's top ten for the two searches hold 17 sites; 5 of them are among the sites the models cited here (blog.hubspot.com, cal.com, cleverly.co, peoplemanagingpeople.com, youcanbook.me). The first result for “best meeting scheduling tool for sales teams” is peoplemanagingpeople.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 meeting scheduling tool for sales teams for an enterprise B2B company?”Paraphrase“Which appointment scheduling software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade meeting scheduling tools and how do they differ?”Budget-constrained“What is the best meeting scheduling tool for sales teams 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 meeting scheduling tool for sales teams. What should we look at?”Negative“Which meeting scheduling tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceCalendlyChangedCal.comCalendlyagainst: Chili PiperCalendlyagainst: Calendly
Two alternatives
Cal.com, LeadAngelTwo alternatives
Calendly, Chili PiperOne alternative
HubSpot MeetingsTwo alternatives
Chili Piper, HubSpot MeetingsGPT-5.4 miniChili PiperMicrosoft BookingsChangedChili PiperCalendlyagainst: Chili Piper, HubSpot Meetingsno first choiceagainst: Microsoft Bookings
Two alternatives
Calendly, Salesloft MeetingsTwo alternatives
Calendly, Google Calendar Appointment SchedulingThree alternatives
Doodle, HubSpot Meetings, Microsoft BookingsGemini 3.5 FlashChili Piper, RevenueHeroagainst: CalendlyCalendly, Chili PiperChangedCalendlyCal.com, Microsoft Bookingsagainst: Calendly, Chili PiperChili Piperagainst: Acuity Scheduling, Calendly, Doodle, HubSpot Meetings, Microsoft Bookings, SimplyBook
Three alternatives
Cal.com, Default, NC SquaredTwo alternatives
Cal.com, LeanDataFive alternatives
Cal.com, Chili Piper, Google Calendar Appointment Scheduling, Microsoft Bookings, OnceHubTwo alternatives
HubSpot Meetings, Salesforce SchedulerThree alternatives
Cal.com, Calendly, LeanDataPerplexity SonarChili PiperCalendlyChangedno first choiceHubSpot Meetingsno first choiceagainst: Apple Calendar, Chili Piper, Dibsido, Google Calendar Appointment Scheduling, Officely, Outlook
Four alternatives
Cal.com, HubSpot Meetings, LeanData BookIt, RevenueHeroThree alternatives
Chili Piper, LeadAngel, RevenueHeroSeven alternatives
Cal.com, Calendly, Chili Piper, HubSpot Meetings, LeadAngel, Microsoft Bookings, SkeddaOne alternative
Chili PiperGrok 4.20Chili PiperMicrosoft BookingsChangedno first choiceagainst: DoodleCalendlyagainst: Chili Piper, HubSpot Meetings, OnceHubCalendlyagainst: Acuity Scheduling, SavvyCalagainst: Calendly, Doodle, When2meet
One alternative
CalendlyTwo alternatives
Calendly, Chili PiperOne alternative
Microsoft BookingsThree alternatives
Cal.com, Chili Piper, OnceHubMistral SmallChili PiperMicrosoft BookingsChangedMicrosoft Teams, Zoom Scheduler, Zoom WebinarsCalendlyno first choiceagainst: Calendly, Doodle, Microsoft Teams scheduling features, WhenAvailable, Zoom Webinars
Three alternatives
Calendly, HubSpot Meetings, RevenueHeroFour alternatives
Cal.com, Engageware Scheduler for Salesforce, LeadAngel, Salesforce SchedulerThree alternatives
Calendly, Fellow, Monday.comThree alternatives
Chili Piper, Microsoft Bookings, RevenueHeroDeepSeek V4 FlashChili PiperCal.comChangedagainst: CalendlyCal.com, Calendlyagainst: ClockwiseCalendlyagainst: Cal.com, Chili Piper, HubSpot Sales Hub, RevenueHeroCalendlyagainst: HubSpot Meetingsagainst: Acuity Scheduling, Calendly, Doodle, When2meet
Four alternatives
Calendly, Outreach, Salesloft, ZoomInfo GTM WorkspaceTwo alternatives
Chili Piper, OnceHubFour alternatives
Chili Piper, Microsoft Bookings, Motion, Reclaim.aiOne alternative
Microsoft BookingsTwo alternatives
Cal.com, Chili PiperLlama 4 MaverickCalendlyHubSpot MeetingsChangedCal.comHubSpot Sales Hubno first choicenothing named
Two alternatives
HubSpot Meetings, ZoomInfo GTM WorkspaceTwo alternatives
Lunacal, QualifiedTwo alternatives
Chili Piper, LeadAngelTwo alternatives
Calendly, Chili PiperQwen 3.7 FlashCalendlyCalendlyHeldCalendlyCalendlyagainst: Chili Piper, OnceHubno first choiceagainst: Calendly, Doodle
Two alternatives
Chili Piper, RevenueHeroTwo alternatives
Chili Piper, ClockwiseFour alternatives
Fellow, Microsoft Bookings, SavvyCal, meetergoTwo alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 Scheduler / BookingsKimi K2CalendlyCalendlyHeldCalendlyagainst: ClockwiseCalendlyagainst: Chili PiperCalendlyagainst: SavvyCalagainst: Avoma, Basic/Free Calendly, Doodle, Fathom, Fireflies.ai, Google, Grain, HubSpot Meetings, MeetGeek, Microsoft, Otter.ai, Read AI, Sembly, Zoom Webinars
Four alternatives
Chili Piper, HubSpot Meetings, RevenueHero, ZoomInfo GTM WorkspaceThree alternatives
Chili Piper, Microsoft Bookings, Salesforce SchedulerFive alternatives
Cal.com, Chili Piper, HubSpot Meetings, Microsoft Bookings, Reclaim.aiTwo alternatives
Microsoft Bookings, RevenueHeroThree alternatives
Cal.com, Chili Piper, Microsoft BookingsGLM 4.7 FlashXCalendlyCalendlyHeldCalendlyCalendlyagainst: Chili Piperno first choiceagainst: Deskbird, Dibsido, Envoy Workplace, MeetingRoomApp, OfficeRnD, OfficeSpace, Officely, Robin, SuperSaaS, Tactic, WorkInSync, YAROOMS
Three alternatives
11x, Cal.com, Chili PiperTwo alternatives
Cal.com, Chili PiperFour alternatives
Cal.com, Chili Piper, Doodle, Microsoft BookingsOne alternative
Microsoft BookingsMiniMax M2.5Calendly, Chili PiperCalendly, Salesforce Sales CloudChangedCalendly, Google Calendar Appointment Scheduling, Microsoft Outlook CalendarMicrosoft Bookingsagainst: Chili Piper, HubSpot MeetingsCal.comagainst: Calendly, Doodle, Zoom Free Tier
Three alternatives
Cirrus Insight, HubSpot Meetings, RevenueHeroFour alternatives
HubSpot Sales Hub, Rippling, UKG Ready, Zoom WorkplaceThree alternatives
Motion, Reclaim.ai, SunsamaThree alternatives
Cal.com, Calendly, LarkTwo alternatives
Calendly, HubSpot MeetingsBold 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 04:08 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:45 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:44 | yes | 16 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 00:38 | 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 01:56 | yes | 0 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:07 | yes | 0 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 04:49 | yes | 0 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:26 | yes | 0 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:42 | yes | 0 | 47 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:19 | yes | 0 | 68 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:39 | yes | 0 | 62 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:52 | yes | 0 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:43 | yes | 15 | 15 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:02 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:01 | yes | 11 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 02:06 | yes | 20 | 6 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) | 2026-09-14 23:44 | yes | 0 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:09 | yes | 0 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:24 | yes | 0 | 66 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:19 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:23 | yes | 0 | 49 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:38 | yes | 0 | 31 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:17 | yes | 0 | 113 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:31 | yes | 0 | 41 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:55 | yes | 11 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:52 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:01 | yes | 20 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 03:20 | yes | 20 | 8 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 03:19 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:43 | yes | 0 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:47 | yes | 0 | 21 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:22 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:49 | yes | 0 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:22 | yes | 0 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:53 | yes | 0 | 35 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:09 | yes | 0 | 13 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:58 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:51 | yes | 4 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:11 | yes | 27 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 23:30 | yes | 19 | 6 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 00:24 | yes | 0 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:29 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:34 | yes | 0 | 51 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:50 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:47 | yes | 0 | 45 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:08 | yes | 0 | 44 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:59 | yes | 0 | 87 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:36 | yes | 0 | 91 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:15 | yes | 16 | 16 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:21 | yes | 4 | 14 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:21 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-14 22:55 | yes | 20 | 9 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 02:32 | yes | 0 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:36 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:00 | yes | 0 | 21 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:55 | yes | 0 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:24 | no | 0 | 33 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:30 | yes | 0 | 53 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:17 | yes | 0 | 69 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:26 | yes | 0 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:44 | yes | 14 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:19 | yes | 3 | 10 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:00 | yes | 18 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-14 23:05 | yes | 20 | 7 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 03:45 | yes | 0 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:01 | yes | 0 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:22 | yes | 0 | 78 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:41 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:57 | yes | 0 | 80 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:19 | yes | 0 | 77 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:03 | yes | 0 | 44 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:54 | yes | 0 | 13 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
Acuity read as Acuity Scheduling
Google Calendar read as Google Calendar Appointment Scheduling
Google Calendar (Google Workspace) read as Google Calendar Appointment Scheduling
Google Calendar Appointment Schedules read as Google Calendar Appointment Scheduling
Google Calendar Appointment Slots read as Google Calendar Appointment Scheduling
Google Calendar native scheduling read as Google Calendar Appointment Scheduling
Google Workspace Calendar read as Google Calendar Appointment Scheduling
Hubspot Meeting read as HubSpot Meetings
Unresolved, counted raw
Accruent EMS
Apple Calendar
Basic/Free Calendly
Calenso
Deputy
Deskbird
Engageware Scheduler for Salesforce
Google
MeetingRoomApp
Microsoft
Microsoft Dynamics 365 Scheduler / Bookings
Microsoft Teams scheduling features
Nextcloud Calendar
OfficeRnD
OfficeSpace
Salesloft Meetings
SimplyBook
Sunsama
Tactic
UKG Ready
WorkInSync
YAROOMS
Zoom Free Tier
Zoom Workplace
Discontinued, still offered
No shut-down product was recommended here.