Field sales tools for enterprise buyers
Asked as “field sales tool”, and as “route planning and mapping app for outside sales reps”, on behalf of an enterprise B2B company. 57 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
19%
Contested · Salesforce Maps 16%
19Badger Maps16Salesforce Maps14Spotio51others
19% of first choices, contested.
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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the two 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.
For buyers
All fifteen head-to-head pages: the top six products, each against each
Badger Maps vs SalesRabbitBadger Maps vs Zoho CRMSpotio vs HubSpot Sales HubSpotio vs Map My CustomersSpotio vs SalesRabbitSpotio vs Zoho CRMHubSpot Sales Hub vs Map My CustomersHubSpot Sales Hub vs SalesRabbitHubSpot Sales Hub vs Zoho CRMMap My Customers vs SalesRabbitMap My Customers vs Zoho CRMSalesRabbit vs Zoho CRM
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
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Badger Maps19%
Badger Maps19%02Salesforce Maps16%
Salesforce Maps16%03Spotio14%
Spotio14%04Salesforce Sales Cloud12%
Salesforce Sales Cloud12%05Microsoft Dynamics 365 Sales4%
Microsoft Dynamics 365 Sales4%06Map My Customers2%
Map My Customers2%07HubSpot Sales Hub0%
HubSpot Sales Hub0%08SalesRabbit0%
SalesRabbit0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
Badger Maps22%
10 of 46 labels negative · 7 of 14 models · 1 hard negative
“Avoid over-reliance on SMB-focused apps like basic standalone route planners (e.g., some users report routing/mapping issues in Badger Maps, such as backtracking and inaccuracies)” Grok 4.1 Fast, negative prompt
Salesforce Maps21%
7 of 33 labels negative · 6 of 14 models
“remains a powerful, albeit highly complex, choice... field reps must navigate it via the standard Salesforce Mobile app, which some teams find slower and less intuitive” Gemini 3.5 Flash, paraphrase prompt
Salesforce Sales Cloud32%
8 of 25 labels negative · 5 of 14 models · 4 hard negative
“Salesforce Sales Cloud/Agentforce Sales lacks native field sales capabilities — no territory mapping, no route planning, no mobile activity capture.” Claude Haiku 4.5, negative prompt
Spotio12%
5 of 42 labels negative · 5 of 14 models · 1 hard negative
“SPOTIO/SalesRabbit | Quote-based pricing only; no published enterprise rates” Kimi K2, budget 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
79 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. 1118 links across 306 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 · Spotio66 answers · 165 citations · 13 models
vendor site · Pipeline CRM39 answers · 45 citations · 12 models
32 answers · 54 citations · 12 models
vendor site · Guideflow32 answers · 37 citations · 10 models
vendor site · Map My Customers31 answers · 35 citations · 12 models
23 answers · 25 citations · 9 models
18 answers · 31 citations · 12 models
18 answers · 19 citations · 10 models
vendor site · Leadbeam14 answers · 20 citations · 8 models
14 answers · 17 citations · 8 models
13 answers · 13 citations · 9 models
vendor site · Ecanvasser12 answers · 27 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.
47 answers · 12 models
37 answers · 12 models
25 answers · 11 models
22 answers · 8 models
20 answers · 9 models
19 answers · 9 models
18 answers · 10 models
17 answers · 9 models
14 answers · 9 models
12 answers · 11 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 field sales tool”, “field sales tool”. 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Salesforce parent site Salesforce Maps 16%, Salesforce Sales Cloud 12%, Salesforce Field Service 4% | 32% | 275 | 550,000 | 60,632 | |||
| Badger Maps badgermapping.com | 19% | 180 | 4,400 | 47 | 25,214 | 52 | |
| Spotio spotio.com | 14% | 151 | 2,900 | 54 | 10,223 | 25 | 3 |
| Ecanvasser ecanvasser.com | 9% | 9 | |||||
| Microsoft parent site Microsoft Dynamics 365 Sales 4% | 4% | 144 | 2,240,000 | 403,136 | |||
| Map My Customers mapmycustomers.com | 2% | 90 | 1,000 | 478 | 2,731 | 13 | |
| Leadbeam leadbeam.ai | 2% | 20 | 6 | ||||
| Pipeline CRM pipelinecrm.com | 2% | 32 | 1,600 | 165 | 8,338 | 4 | 9 |
| Geopointe | 2% | ||||||
| Mapsly mapsly.com | 2% | 13 |
Google's top ten for the two searches hold 14 sites; 4 of them are among the sites the models cited here (guideflow.com, leadbeam.ai, pipelinecrm.com, spotio.com). The first result for “best field sales tool” is salesforce.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 field sales tool for an enterprise B2B company?”Paraphrase“Which route planning and mapping app for outside sales reps would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade field sales tools and how do they differ?”Budget-constrained“What is the best field sales tool 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 field sales tool. What should we look at?”Negative“Which field sales tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Salesforce Mobile CloudBadger MapsChangedSpotioagainst: Badger Maps, Salesforce MapsEcanvasseragainst: Salesforce Sales Cloud, Spotiono first choiceagainst: HubSpot Sales Hub, Salesforce Sales Cloud, Veeva
Two alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 SalesTwo alternatives
Descartes Systems Group, Salesforce MapsFive alternatives
Pepperi, Repsly, SalesRabbit, Skynamo, Veeva CRMGPT-5.4 miniLeadbeam, Salesforce Sales CloudBadger Maps, Salesforce MapsChangedno first choiceMicrosoft Dynamics 365 Salesagainst: Salesforceno first choicenothing named
One alternative
Badger MapsOne alternative
GeopointeGemini 3.5 FlashBadger Mapsagainst: Salesforce MapsBadger MapsHeldagainst: Salesforce Mapsno first choiceEcanvasserSalesforce Mapsagainst: Apple Maps, Google Maps
Three alternatives
Geopointe, Leadbeam, SpotioTwo alternatives
Geopointe, portatourSix alternatives
Badger Maps, Geopointe, Leadbeam, SalesRabbit, Salesforce Maps, SpotioTwo alternatives
Salesforce Maps, SpotioThree alternatives
Badger Maps, Geopointe, SpotioPerplexity SonarSpotioGeotabChangedagainst: RepslySalesforce Sales CloudMapslyagainst: Geopointe, Salesforce Maps, Spotiono first choicenothing named
Three alternatives
Badger Maps, SAP Sales Cloud, Salesforce Sales CloudTwo alternatives
Badger Maps, SamsaraFive alternatives
Leadbeam, Map My Customers, Pepperi, Salesforce Maps, SpotioOne alternative
Map My CustomersGrok 4.1 FastSpotioSalesforce MapsChangedagainst: Google Maps Platform, Route4MeSpotioagainst: Badger Maps, Pipedrive, Salesforce Sales Cloud, Salesforce Service CloudSalesforce Field Serviceagainst: Badger Maps, IFS, Map My Customers, ServiceNow, SpotioSalesforce Field Service, Spotioagainst: Agentforce Sales, Badger Maps, Salesforce Sales Cloud
Two alternatives
Badger Maps, SalesRabbitFour alternatives
Badger Maps, NextBillion.ai, OptimoRoute, SpotioFour alternatives
Gong, LeadSquared, Map My Customers, Salesforce MapsTwo alternatives
Microsoft Dynamics 365 Field Service, ServiceFusionTwo alternatives
Leadbeam, Map My CustomersMistral SmallSalesforce Sales CloudBadger Maps, OptimoRouteChangedSpotioGeopointeno first choiceagainst: Agentforce Sales
Two alternatives
Badger Maps, HubSpot Sales HubThree alternatives
Circuit for Teams, Google Maps Platform, MapAnythingFive alternatives
Badger Maps, Pitcher, Repsly, SalesRabbit, SalesforceTwo alternatives
Salesforce Maps, SpotioDeepSeek V4 FlashSpotioBadger MapsChangedSpotioEcanvasseragainst: Badger Maps, HubSpot Sales Hub, Microsoft Dynamics 365 Sales, SalesRabbit, Salesforce Sales Cloud, Veeva CRMno first choiceagainst: Outreach, Salesforce Sales Cloud, Salesloft
Four alternatives
Badger Maps, Microsoft Dynamics 365 Sales, Salesforce Maps, Salesforce Sales CloudThree alternatives
NextBillion.ai, Salesforce Maps, SpotioSix alternatives
Badger Maps, Map My Customers, Microsoft Dynamics 365 Sales, SalesRabbit, Salesforce Maps, Salesforce Sales CloudOne alternative
SpotioLlama 4 MaverickApollo.io, Pipeline CRM, SpotioMap My CustomersChangedno first choiceBadger Maps, Salesforce Sales Cloudno first choiceagainst: Badger Maps, Pipeline CRM, Repsly, SalesRabbit, Salesforce Maps
Two alternatives
Badger Maps, SpotioQwen 3.7 FlashSalesforce Cloud Platformagainst: Salesforce CPQBadger Maps, Salesforce MapsChangedMap My Customers, SpotioPromomashagainst: Badger Maps, SalesRabbit, Spotiono first choicenothing named
Four alternatives
DealHub, Gong, Highspot, SeismicOne alternative
SpotioThree alternatives
Pitcher, Salesforce Maps, Veeva CRMThree alternatives
Microsoft Power Apps, OutSystems, Salesforce Field Service or Sales CloudKimi K2Salesforce Sales CloudBadger Maps, Salesforce MapsChangedMap My Customersagainst: GeopointeMicrosoft Dynamics 365 Salesagainst: Conduyt, SalesRabbit, Salesforce, Spotiono first choiceagainst: Agentforce Sales, Salesforce Sales Cloud
Two alternatives
Microsoft Dynamics 365 Sales, Oracle SalesTwo alternatives
Dynamics 365 Field Service, NextBillion.aiFive alternatives
Badger Maps, Salesforce Maps, Skynamo, Spotio, VeloxyOne alternative
Zoho CRMGLM 4.7 FlashXSalesforce with Salesforce Maps, SpotioSalesforce MapsChangedSage Sales Management, Salesforce Sales Cloud, SpotioSalesforce Sales Cloudno first choiceagainst: HubSpot Sales Hub, Pipedrive, Salesforce, Zoho
Three alternatives
Badger Maps, HubSpot Sales Hub, Pipeline CRMThree alternatives
Badger Maps, Map My Customers, SpotioTen alternatives
Badger Maps, Gong, HubSpot Sales Hub, Map My Customers, MindTickle, Pipeline CRM, SalesRabbit, Salesloft, Spekit, folkSeven alternatives
Badger Maps, HubSpot Sales Hub, Map My Customers, Pipeline CRM, SalesRabbit, Salesforce Maps, SpotioMiniMax M2.5Salesforce Sales Cloud with Field Service LightningBadger MapsChangedSalesforce Sales Cloudno first choiceSalesforce Sales Cloud, Spotioagainst: Agentforce Sales
Six alternatives
Freshsales Fresh CRM, HubSpot Sales Hub, Microsoft Dynamics 365 Sales, Pipedrive, SAP Sales Cloud, Zoho CRMFour alternatives
Mapsly, Pipeline CRM, Route4Me, SpotioSix alternatives
Badger Maps, HubSpot Sales Hub, LeadSquared, Map My Customers, Microsoft Dynamics 365 Sales, PipedriveOne alternative
HubSpot Sales HubGPT-6 LunaSalesforce MapsBadger MapsChangedno first choiceEcanvasserSalesforce Mapsagainst: Badger Mapsagainst: Microsoft Dynamics 365 Sales, Salesforce Maps
One alternative
Badger MapsOne alternative
Salesforce MapsNine alternatives
Aforza, Badger Maps, Microsoft Dynamics 365 Sales, Pepperi, Repsly, SAP Sales Cloud, Salesforce Sales Cloud, Spotio, Veeva Vault CRMOne alternative
SpotioTwo alternatives
Repsly, SpotioMuse Glimmer 30BSalesforce Sales Cloud, SpotioSalesforce MapsChangedagainst: Badger MapsSpotioEcanvasseragainst: Badger Maps, Map My Customers, Salesforce Mapsno first choiceagainst: Salesforce Maps standalone mobile, Salesforce Sales Cloud
Three alternatives
Badger Maps, Microsoft Dynamics 365 Sales, Salesforce MapsTwo alternatives
Descartes Systems Group, NextBillion.aiSix alternatives
FieldEdge, LinkedIn Sales Navigator, Microsoft Dynamics 365 Sales, Salesforce Maps, ServiceNow Sales Automation, SimplyDepoOne alternative
KylasBold 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 00:52 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:59 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:39 | yes | 16 | 27 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:39 | yes | 16 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:18 | yes | 25 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:42 | yes | 9 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:17 | yes | 24 | 41 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:33 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:41 | no | 0 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:38 | yes | 12 | 29 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:45 | yes | 23 | 20 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:35 | yes | 5 | 39 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:44 | yes | 3 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:02 | yes | 13 | 14 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:38 | yes | 17 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:12 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:24 | yes | 16 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:35 | yes | 16 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:02 | yes | 21 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:55 | no | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:03 | yes | 23 | 33 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:42 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:16 | yes | 9 | 26 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:15 | yes | 14 | 43 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:16 | yes | 24 | 23 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:38 | yes | 14 | 18 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:59 | yes | 3 | 23 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:11 | yes | 22 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:47 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:03 | yes | 5 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:54 | yes | 17 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 01:02 | yes | 18 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:02 | yes | 22 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:03 | yes | 9 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:53 | yes | 18 | 44 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:44 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:33 | yes | 11 | 39 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:14 | yes | 18 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:21 | yes | 24 | 70 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:11 | yes | 17 | 48 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:27 | yes | 9 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:06 | yes | 14 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:22 | yes | 17 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:18 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:59 | yes | 15 | 29 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:14 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:44 | yes | 24 | 22 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:22 | yes | 9 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:55 | yes | 22 | 31 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:16 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:46 | yes | 23 | 104 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:15 | yes | 24 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:39 | yes | 23 | 129 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:37 | yes | 16 | 53 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:31 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:43 | yes | 12 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:51 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:27 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:39 | yes | 13 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:29 | yes | 19 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:18 | yes | 23 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:47 | no | 0 | 14 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:20 | yes | 21 | 41 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:38 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:45 | yes | 15 | 57 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:59 | yes | 24 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:20 | yes | 18 | 46 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:46 | yes | 5 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:07 | yes | 4 | 26 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:37 | yes | 15 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:31 | yes | 17 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:26 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:26 | yes | 14 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:13 | yes | 16 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:27 | yes | 19 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:28 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:54 | yes | 23 | 55 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:26 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:25 | yes | 8 | 27 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:27 | yes | 20 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:31 | yes | 24 | 82 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:11 | yes | 11 | 30 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:38 | yes | 3 | 14 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:01 | yes | 16 | 30 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 Sales Hub
Unresolved, counted raw
Aforza
Agentforce Sales
Agentforce Sales (Salesforce)
Circuit for Teams
Dynamics 365 Field Service (via Dynamics Mobile)
Freshsales Fresh CRM (by Freshworks)
Google Maps Platform
IFS
Kylas
Microsoft Dynamics Field Service
Microsoft Power Apps
MobiWork
Nomadia Sales
Oracle
OutSystems
Promomash
Replicon
SAP
Sage Sales Management (ForceManager)
Salesforce
Salesforce (with field sales add-ons)
Salesforce Cloud Platform
Salesforce Field Service or Sales Cloud
Salesforce Maps standalone mobile
Salesforce Mobile Cloud
Salesforce Sales Cloud with Field Service Lightning
Salesforce with Salesforce Maps
ServiceFusion
ServiceNow Sales Automation
Veeva Vault CRM
Zinier
Zoho
portatour
Discontinued, still offered
No shut-down product was recommended here.