Meeting scheduling
Asked as “meeting scheduling tool for sales teams”, and as “appointment scheduling software”, on behalf of a mid-market B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
59%
Clear leader
59Calendly14HubSpot Meetings12Chili Piper14others
59% 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 mid-market 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.
Google Calendar Appointment Scheduling is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other eleven models zero times of 44. Lab treatment is defined on the method page; the row is marked, not excluded.
All ten head-to-head pages: the top five products, each against each
One product takes 59% of first choices here, so the chart would put nine 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. Two products carry a negative rate above 25% in this category.
What they warned about
Five of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash and Kimi K2 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.
Calendly13%
8 of 60 labels negative · 8 of 12 models · 1 hard negative
“Calendly (Medium-High Concern) ... Extensive data sharing ... Not HIPAA compliant” Kimi K2, negative prompt
Doodle30%
6 of 20 labels negative · 6 of 12 models · 4 hard negative
“High Caution — Privacy & Security Concerns ... one of the most concerning tools from a privacy standpoint” DeepSeek V4 Flash, negative prompt
Chili Piper21%
7 of 34 labels negative · 5 of 12 models · 1 hard negative
“Avoid These for Mid-Market - Chili Piper: Now starts at $15,000/year minimum ... overkill for most mid-sized companies” Kimi K2, paraphrase prompt
Microsoft Bookings29%
4 of 14 labels negative · 4 of 12 models · 1 hard negative
“it has notable vulnerabilities: Input validation flaws ... allows HTML injection” DeepSeek V4 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
18 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. 234 links across 103 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.
10 answers · 11 citations · 3 models
vendor site · HubSpot8 answers · 23 citations · 4 models
vendor site · Calendly8 answers · 12 citations · 4 models
vendor site · Cal.com6 answers · 8 citations · 2 models
vendor site · Guideflow6 answers · 7 citations · 3 models
vendor site · Albato6 answers · 6 citations · 3 models
vendor site · YouTube4 answers · 12 citations · 1 model
vendor site · RevenueHero4 answers · 6 citations · 2 models
4 answers · 4 citations · 2 models
vendor site · MarketBetter4 answers · 4 citations · 2 models
vendor site · Zapier4 answers · 4 citations · 2 models
vendor site · Zencal4 answers · 4 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.
8 answers · 4 models
6 answers · 3 models
5 answers · 3 models
4 answers · 2 models
4 answers · 3 models
4 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 answers · 2 models
3 answers · 1 model
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 | 59% | 201 | 368,000 | 2,824 | 292,858 | $34 | 5 | |
| HubSpot parent site HubSpot Meetings 14%, HubSpot Sales Hub 6% | 20% | 687 | 368,000 | 9,776 | ||||
| Chili Piper chilipiper.com | 12% | 275 | 6,600 | 130 | 6,997 | $295 | 41 | |
| Cal.com cal.com | 4% | 133 | 2,900 | 100 | 439,943 | 3 | 7 | |
| RevenueHero revenuehero.io | 4% | 104 | 720 | 1 | 1,187 | 5 | ||
| SavvyCal savvycal.com | 0% | 38 | 880 | 1 | 10,407,137 | |||
| Reclaim.ai reclaim.ai | 0% | 4 | 5,400 | 6 | 143,629 | 0 | ||
| Google parent site Google Calendar Appointment Scheduling 0% | 0% | 36 | 12,100 | 138 | ||||
| WhenAvailable whenavailable.com | 0% | |||||||
| YouCanBookMe youcanbook.me | 0% | 25 | 5,400 | 77 | 81,637 | 3 | 8 |
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, marketbetter.ai, youcanbook.me, zencal.io). 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 a mid-market B2B company?”Paraphrase“Which appointment scheduling software would you recommend to a mid-sized B2B company?”Comparative“What are the top meeting scheduling tools and how do they differ?”Budget-constrained“What is the best meeting scheduling tool for sales teams for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a meeting scheduling tool for sales teams. What should we look at?”Negative“Which meeting scheduling tools should I avoid or be cautious about?”
Claude Haiku 4.5CalendlyCalendlyHeldCalendlyCalendlyno first choicenothing named
Two alternatives
Chili Piper, HubSpot MeetingsThree alternatives
Cal.com, Chili Piper, OnceHubFour alternatives
Assistant.to, HubSpot Meetings, ScheduleOnce, WhenAvailableOne alternative
Google Calendar Appointment SchedulingGPT-5.4 miniHubSpot Meetings, HubSpot Sales HubCalendlyChangedCalendlyCalendlyno first choicenothing named
Two alternatives
Calendly, Chili PiperThree alternatives
Chili Piper, HubSpot Meetings, OnceHubThree alternatives
Doodle, Google Calendar Appointment Scheduling, Microsoft BookingsThree alternatives
Google Calendar Appointment Scheduling, HubSpot Meetings, Microsoft BookingsGemini 3.5 FlashRevenueHeroCalendlyChangedCalendlyCal.comChili Piperagainst: Calendly, Doodle, HubSpot Meetings, Xembly, x.ai
Four alternatives
Calendly, Chili Piper, HubSpot Meetings, LeanData BookItThree alternatives
Cal.com, Chili Piper, HubSpot MeetingsSix alternatives
Cal.com, Chili Piper, Doodle, Reclaim.ai, SavvyCal, YouCanBookMeThree alternatives
Cal ID, HubSpot Meetings, TidyCalFour alternatives
Cal.com, Calendly, HubSpot Meetings, LeanData BookItPerplexity SonarHubSpot Sales HubCalendlyChangedCalendlyCalendly, HubSpot Meetingsno first choiceagainst: Doodle, LettuceMeet, When2meet
Two alternatives
Calendly, Chili PiperThree alternatives
CRMOne, Cal.com, Chili PiperSeven alternatives
Chili Piper, ChiliCal, Doodle, Google Calendar Appointment Scheduling, Microsoft Bookings, Reclaim.ai, YouCanBookMeTwo alternatives
Cal.com, SetmoreGrok 4.20CalendlyCalendlyHeldagainst: Chili PiperCalendlyHubSpot MeetingsCalendly, Chili Piperagainst: Acuity Scheduling, Calendly, Doodle, Google Calendar Appointment Scheduling, HubSpot Meetings, Microsoft Bookings, Zoho
Three alternatives
Cal.com, Chili Piper, HubSpot MeetingsTwo alternatives
Acuity Scheduling, HubSpot MeetingsFive alternatives
Cal.com, Doodle, Reclaim.ai, SavvyCal, YouCanBookMeThree alternatives
Cal.com, Setmore, YouCanBookMeThree alternatives
HubSpot Meetings, Microsoft Bookings, RevenueHeroMistral SmallCalendlyCalendlyHeldCalendlyHubSpot MeetingsChili Piperagainst: Calendly, HubSpot Meetings
Three alternatives
Chili Piper, HubSpot Meetings, RevenueHeroThree alternatives
Chili Piper, Setmore, ZeegSix alternatives
Cal.com, Doodle, Google Calendar Appointment Scheduling, Microsoft Bookings, Reclaim.ai, SavvyCalTwo alternatives
Calendly, SetmoreThree alternatives
HubSpot Meetings, Kronologic, RevenueHeroDeepSeek V4 FlashCalendly, HubSpot Meetingsagainst: Chili PiperCalendlyChangedagainst: Chili Piper, DriftCalendlyCalendlyCalendlyagainst: ChiliCal, Drift, Salesloftagainst: Acuity Scheduling, CalendarHero, Calendly, Clara, Doodle, Microsoft Bookings, Zoom Webinars, x.ai
Two alternatives
Cal.com, RevenueHeroTwo alternatives
HubSpot Meetings, RevenueHeroSeven alternatives
Acuity Scheduling, Cal.com, Doodle, Google Calendar Appointment Scheduling, Microsoft Bookings, Reclaim.ai, SavvyCalTwo alternatives
Cal.com, HubSpot MeetingsThree alternatives
Chili Piper, RevenueHero, SavvyCalLlama 4 MaverickHubSpot Sales Hubagainst: Chili PiperCalendlyChangedno first choiceCalendlyno first choicenothing named
One alternative
ZoomInfo GTM WorkspaceTwo alternatives
HubSpot Meetings, Standard and Teams by LunacalOne alternative
HubSpot Sales HubQwen 3.7 FlashCalendly, Chili PiperCalendlyChangedCalendlyHubSpot MeetingsChili Piperagainst: Microsoft Bookingsagainst: Acuity Scheduling, Calendly, Greenhouse, Lever, Zoho Bookings
One alternative
Topmate / Scheduling.linkFour alternatives
Acuity Scheduling, Chili Piper, HubSpot Meetings, Salesforce EventsFive alternatives
Acuity Scheduling, Cal.com, Doodle, HubSpot Meetings, Microsoft BookingsThree alternatives
Cal.com, Calendly, SavvyCalFour alternatives
Calendly, HubSpot Meetings, Prospeo, RevenueHeroKimi K2CalendlyCalendly, RevenueHeroChangedagainst: Chili Piper, DemodeskCalendly, Reclaim.aiCal.comagainst: Chili Piper, SavvyCalCalendly, Chili Piperagainst: Calendly, Doodle, Microsoft Bookings, Zoom Webinars
Four alternatives
Cal.com, Chili Piper, HubSpot Meetings, SavvyCalTwo alternatives
HubSpot Meetings, OnceHubSix alternatives
Acuity Scheduling, Cal.com, Doodle, Microsoft Bookings, SavvyCal, When2meetTwo alternatives
Calendly, LeadmonkTwo alternatives
Cal.com, HubSpot MeetingsGLM 4.7 FlashXCalendlyCalendlyHeldCalendlyagainst: ClockwiseHubSpot Meetingsno first choiceagainst: Calendly, ChiliPiper, Doodle, OnceHub
Five alternatives
Cal.com, Chili Piper, HubSpot Meetings, SavvyCal, YouCanBookMeTwo alternatives
Cal.com, HubSpot MeetingsFive alternatives
Acuity Scheduling, Cal.com, Doodle, Reclaim.ai, SavvyCalFour alternatives
Cal.com, Calendly, RevenueHero, SetmoreMiniMax M2.5CalendlyCalendlyHeldCalendlyCalendlyagainst: Chili Piperno first choiceagainst: Calendly, Google Meet, Microsoft Teams, Zoom Webinars
Four alternatives
Cal.com, Chili Piper, HubSpot Meetings, RevenueHeroThree alternatives
Acuity Scheduling, HubSpot Meetings, YouCanBookMeEight alternatives
Cal.com, Clockwise, Doodle, Google Calendar Appointment Scheduling, HubSpot Meetings, Reclaim.ai, SavvyCal, Zoho BookingsTwo alternatives
HubSpot Meetings, LeadmonkBold 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 03:10 | yes | 6 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:56 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:48 | yes | 19 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-14 23:54 | 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 04:42 | yes | 0 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:18 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:38 | yes | 0 | 19 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:11 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:28 | yes | 0 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:35 | yes | 0 | 49 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:14 | yes | 0 | 25 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:03 | yes | 0 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:49 | yes | 8 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:35 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:28 | yes | 9 | 16 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-14 23:35 | yes | 20 | 4 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 00:27 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:49 | yes | 0 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:22 | yes | 0 | 17 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:38 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:13 | no | 0 | 37 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:32 | yes | 0 | 30 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:34 | yes | 0 | 60 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:16 | no | 0 | 9 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:00 | yes | 5 | 15 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:04 | yes | 4 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:25 | yes | 15 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 00:52 | yes | 20 | 6 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 04:20 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:32 | yes | 0 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:04 | yes | 0 | 19 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:55 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:14 | no | 0 | 34 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:53 | yes | 0 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:53 | yes | 0 | 33 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:55 | yes | 0 | 19 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:09 | no | 0 | 4 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:52 | no | 0 | 2 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:34 | yes | 14 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 03:57 | yes | 18 | 5 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 00:13 | yes | 0 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:30 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:29 | yes | 0 | 31 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:26 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:02 | yes | 0 | 37 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:12 | yes | 0 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:02 | yes | 0 | 31 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:06 | yes | 0 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:29 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:54 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:12 | yes | 9 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 04:59 | yes | 20 | 22 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 04:04 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:01 | yes | 0 | 16 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:11 | yes | 0 | 40 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:19 | yes | 0 | 1 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:40 | yes | 0 | 24 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:53 | yes | 0 | 30 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:44 | yes | 0 | 101 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:07 | yes | 0 | 14 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:52 | no | 0 | 3 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:17 | no | 0 | 3 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:47 | yes | 21 | 20 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 01:21 | yes | 20 | 18 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 00:55 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:17 | yes | 0 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:09 | yes | 0 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:07 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:48 | yes | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:44 | yes | 0 | 46 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:11 | yes | 0 | 18 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:37 | yes | 0 | 17 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
Google Calendar read as Google Calendar Appointment Scheduling
Google Calendar Appointment Scheduler read as Google Calendar Appointment Scheduling
Google Calendar Appointment Schedules read as Google Calendar Appointment Scheduling
Google Calendar appointment booking read as Google Calendar Appointment Scheduling
Google Calendar appointment schedules read as Google Calendar Appointment Scheduling
HubSpot read as HubSpot Meetings
Unresolved, counted raw
Assistant.to
Bookafy
Bookings/Appointments
Cal Clear
Cal ID
Cal.com with self-hosting
Calendar
LettuceMeet
Proton Calendar
Salesforce native options
ScheduleOnce
Standard and Teams by Lunacal
TimeTap
Topmate / Scheduling.link
Xembly
Zoho
Discontinued, still offered
No shut-down product was recommended here.