Field sales tools for small business buyers
Asked as “field sales tool”, and as “route planning and mapping app for outside sales reps”, on behalf of a small B2B company. 48 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
44%
Clear leader
44Badger Maps12HubSpot CRM08HubSpot Sales Hub35others
44% 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 fourteen models, for a small 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.
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
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Badger Maps44%
Badger Maps44%02HubSpot CRM12%
HubSpot CRM12%03Spotio8%
Spotio8%04HubSpot Sales Hub8%
HubSpot Sales Hub8%05Zoho CRM6%
Zoho CRM6%06Pipedrive4%
Pipedrive4%07Pipeline CRM4%
Pipeline CRM4%08SalesRabbit2%
SalesRabbit2%09Map My Customers0%
Map My Customers0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Perplexity Sonar, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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 Maps16%
9 of 55 labels negative · 8 of 14 models
“Excellent for route optimization, but $58+/user/month adds up for small teams. Overkill if you don't do 10+ stops/day” Grok 4.1 Fast, negative prompt
Salesforce89%
8 of 9 labels negative · 7 of 14 models · 6 hard negative
“Highly customizable enterprise platforms like Salesforce (Sales/Service Cloud with Maps) or Microsoft Dynamics... Why to avoid/be cautious” Gemini 3.5 Flash, negative prompt
HubSpot Sales Hub20%
5 of 25 labels negative · 5 of 14 models · 2 hard negative
“paid tiers add marketing-sales alignment that's overkill for pure field sales. Not purpose-built for outside reps” Grok 4.1 Fast, negative prompt
Salesforce Sales Cloud100%
4 of 4 labels negative · 4 of 14 models · 1 hard negative
“Why avoid/be cautious: Designed for complex, large-scale operations... Frequently called out as "too heavy" for SMBs” Grok 4.1 Fast, negative 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
69 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. 929 links across 172 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 · Spotio52 answers · 138 citations · 12 models
42 answers · 61 citations · 12 models
vendor site · Pipeline CRM37 answers · 46 citations · 11 models
vendor site · Map My Customers30 answers · 33 citations · 12 models
vendor site · Guideflow28 answers · 35 citations · 10 models
vendor site · CloudTalk21 answers · 21 citations · 9 models
18 answers · 46 citations · 12 models
14 answers · 15 citations · 9 models
vendor site · SourceForge13 answers · 15 citations · 10 models
vendor site · Zendesk13 answers · 14 citations · 8 models
13 answers · 13 citations · 9 models
vendor site · Capterra12 answers · 18 citations · 8 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.
37 answers · 11 models
28 answers · 10 models
23 answers · 10 models
23 answers · 10 models
22 answers · 11 models
21 answers · 11 models
20 answers · 9 models
20 answers · 9 models
13 answers · 9 models
13 answers · 7 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 | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Badger Maps badgermapping.com | 44% | 180 | 4,400 | 47 | 25,214 | 52 | ||
| HubSpot parent site HubSpot CRM 12%, HubSpot Sales Hub 8% | 21% | 693 | 368,000 | 9,776 | ||||
| Spotio spotio.com | 8% | 151 | 2,900 | 54 | 10,223 | 25 | 3 | |
| Zoho parent site Zoho CRM 6% | 6% | 332 | 49,500 | 660 | ||||
| Pipedrive pipedrive.com | 4% | 370 | 49,500 | 598 | 418,149 | $55 | 97 | 8 |
| Pipeline CRM pipelinecrm.com | 4% | 32 | 1,600 | 165 | 8,338 | 4 | 9 | |
| SalesRabbit salesrabbit.com | 2% | 54 | 4,400 | 62 | 6,627 | 47 | ||
| RepMove repmove.app | 2% | 15 | 3 | |||||
| OnePageCRM onepagecrm.com | 2% | 10 | ||||||
| Skynamo skynamo.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, pipelinecrm.com, spotio.com, zendesk.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 a small B2B company?”Paraphrase“Which route planning and mapping app for outside sales reps would you recommend to a small business that sells to other businesses?”Comparative“What are the top field sales tools for a small team and how do they differ?”Budget-constrained“What is the best field sales tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a field sales tool. What should we look at?”Negative“Which field sales tools should a small business avoid or be cautious about?”
Claude Haiku 4.5HubSpot Sales HubBadger MapsChangedSpotioHubSpot Sales Hubno first choiceagainst: FieldEdge, Microsoft Dynamics 365 Field Service, Salesforce Field Service, ServiceTitan
Four alternatives
Microsoft Dynamics 365 Sales, Pipedrive, Salesforce Essentials, Zoho CRMTwo alternatives
Map My Customers, SpotioFour alternatives
Badger Maps, HubSpot Sales Hub, Leadbeam, RepslyThree alternatives
Freshsales, Mapsly, SalesRabbitGPT-5.4 miniBadger MapsBadger MapsHeldBadger Maps, Spotioagainst: Salesforce Field ServiceZoho FSMagainst: Odoo, Skynamono first choicenothing named
Two alternatives
Salesforce/Agentforce Sales, SpotioOne alternative
Salesforce MapsFour alternatives
Geopointe, Pepperi, Salesforce + Salesforce Maps / Mobile, SkynamoTwo alternatives
Contractor+, JobberGemini 3.5 FlashBadger Mapsagainst: Map My CustomersBadger MapsHeldBadger MapsPipeline CRMagainst: Badger Maps, HubSpot Sales Hub, Salesforce, SpotioBadger Mapsagainst: Salesforce Mapsagainst: Esri ArcGIS, Microsoft Dynamics 365 Sales, Salesforce
Three alternatives
Leadbeam, Mapsly, SkynamoFour alternatives
InstaMaps, Leadbeam, Map My Customers, RepMoveFour alternatives
Leadbeam, Map My Customers, SalesRabbit, SpotioFour alternatives
Ecanvasser, MyWay Route Planner, Outfield, SalesRabbitThree alternatives
Map My Customers, Pipeline CRM, SpotioPerplexity SonarSpotioBadger MapsChangedBadger MapsZoho CRMagainst: Badger Mapsno first choiceagainst: HubSpot Sales Hub, Salesforce
Three alternatives
Badger Maps, HubSpot Sales Hub, PipedriveTwo alternatives
Map My Customers, SpotioFour alternatives
HubSpot Sales Hub, Pipedrive, Repsly, SpotioOne alternative
RepslyGrok 4.1 FastBadger Mapsagainst: SalesforceBadger MapsHeldSpotioHubSpot CRMagainst: Pipedriveno first choiceagainst: Badger Maps, Bitrix24, HubSpot Sales Hub, Salesforce Sales Cloud, Zendesk Sell
Two alternatives
Pipedrive, SpotioTwo alternatives
Map My Customers, Route4MeFive alternatives
HubSpot CRM, LeadSquared, Map My Customers, OnePageCRM, RepslyTwo alternatives
Freshsales, Zoho CRMMistral SmallBadger MapsBadger MapsHeldBadger MapsHubSpot CRMno first choiceagainst: Salesforce Sales Cloud
Three alternatives
OnePageCRM, Pipedrive, SpotioFour alternatives
Leadbeam, Map My Customers, RepMove, SalesRabbitTwo alternatives
Badger Maps, Zoho CRMDeepSeek V4 FlashBadger Maps, PipedriveBadger MapsChangedSpotioagainst: HubSpot Sales HubSpotioagainst: Badger Mapsno first choiceagainst: Oracle Sales, Salesforce
Three alternatives
Freshsales, Map My Customers, SpotioTwo alternatives
Map My Customers, SpotioTwo alternatives
Badger Maps, PipedriveTwo alternatives
HubSpot Sales Hub, Pipeline CRMLlama 4 MaverickSkynamono first choiceChangedBadger MapsSpotiono first choiceagainst: Agentforce Sales
Two alternatives
Pipeline CRM, SpotioOne alternative
SpotioOne alternative
Arrivy Sales Ops Management platformQwen 3.7 FlashHubSpot CRMagainst: Microsoft Dynamics 365 Sales, Oracle, SalesforceBadger MapsChangedagainst: Route4Me, RoutificBadger MapsHubSpot CRMno first choiceagainst: Microsoft Dynamics AX, SAP Sales Cloud, Salesforce Enterprise
Two alternatives
Pipedrive, Zoho CRMTwo alternatives
Docket, Map Your CustomersFive alternatives
HubSpot CRM, Pipedrive, Pipeline CRM, SalesRabbit, SpotioFive alternatives
Adobe Fill & Sign, Badger Maps, Google Sheets + Google Maps, PandaDoc, Zoho CRMKimi K2Badger MapsBadger MapsHeldagainst: Google Maps, Salesforce Maps, WazeLead Mapperagainst: Map My Customers, SpotioHubSpot CRM, SalesRabbitagainst: Badger MapsBadger Mapsagainst: Gong, Highspot, Salesforce, Seismic
Three alternatives
HubSpot Sales Hub, Map My Customers, SpotioTwo alternatives
Map My Customers, RepMoveThree alternatives
Badger Maps, RepMove, SalesRabbitOne alternative
Zoho CRMThree alternatives
Map My Customers, Pipeline CRM, SpotioGLM 4.7 FlashXSpotioBadger MapsChangedHubSpot Sales HubHubSpot Sales Hubagainst: Badger Mapsno first choiceagainst: HubSpot Sales Hub, Salesforce, WhatsApp, Zoho
Four alternatives
Badger Maps, HubSpot Sales Hub, Pipedrive, Zoho CRMThree alternatives
Map My Customers, RepMove, SpotioFour alternatives
Badger Maps, Pipedrive, SalesRabbit, SpotioThree alternatives
Pipeline CRM, Salesforce Essentials, VeloxyMiniMax M2.5HubSpot Sales Hub, PipedriveBadger MapsChangedagainst: Google Maps, WazeBadger Mapsagainst: Salesforce Sales CloudBitrix24, HubSpot CRMagainst: EspoCRMno first choicenothing named
Four alternatives
Freshsales, SalesRabbit, Salesforce Essentials, SpotioThree alternatives
OnFleet, Route4Me, ZoomerThree alternatives
HubSpot CRM, Pipedrive, SpotioEight alternatives
Freshsales, GeoOp, Housecall Pro, Jobber, Map My Customers, OptiLane, Pipedrive, Zoho CRMGPT-6 LunaRepMoveBadger MapsChangedHubSpot Sales Hub, Zoho CRMagainst: SpotioZoho CRMagainst: Badger Mapsno first choicenothing named
Two alternatives
Badger Maps, HubSpot Sales HubTwo alternatives
Map My Customers, SpotioThree alternatives
Badger Maps, Pipedrive, Salesforce MapsMuse Glimmer 30BOnePageCRMBadger MapsChangedSpotioPipeline CRM, Zoho CRMagainst: Badger Mapsno first choiceagainst: Badger Maps, Map My Customers, Salesforce Sales Cloud, Spotio
Three alternatives
Badger Maps, Map My Customers, SpotioOne alternative
Map My CustomersFive alternatives
Badger Maps, Map My Customers, Outfield, Pipeline CRM, SalesRabbitBold 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 | 2026-10-04 23:24 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:48 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:25 | yes | 14 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:37 | yes | 15 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:38 | yes | 22 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:23 | yes | 14 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:02 | yes | 18 | 11 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:49 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:03 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:58 | yes | 14 | 16 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:54 | yes | 23 | 42 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:09 | yes | 19 | 40 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:02 | yes | 3 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:41 | yes | 23 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:04 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:26 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:28 | yes | 9 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:26 | yes | 19 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:26 | yes | 23 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:59 | no | 0 | 2 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:21 | yes | 20 | 59 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:21 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:19 | no | 0 | 22 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:31 | yes | 14 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:52 | yes | 22 | 36 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:21 | no | 0 | 41 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:29 | yes | 3 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:40 | yes | 17 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:11 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:20 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:27 | yes | 13 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:59 | yes | 18 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:27 | yes | 23 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:37 | yes | 12 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:34 | yes | 24 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:16 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:43 | yes | 10 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:36 | yes | 18 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:47 | yes | 25 | 82 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:59 | yes | 19 | 35 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:04 | yes | 6 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:00 | yes | 14 | 19 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:23 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:35 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:08 | yes | 13 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:36 | yes | 17 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:20 | yes | 25 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:03 | yes | 12 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:01 | yes | 23 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:09 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:30 | no | 0 | 26 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:21 | yes | 18 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:24 | yes | 9 | 104 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:58 | no | 0 | 43 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:45 | yes | 2 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:51 | yes | 13 | 14 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:34 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:26 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:42 | yes | 9 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:47 | yes | 19 | 3 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:36 | yes | 14 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:12 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:18 | yes | 17 | 39 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:12 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:44 | no | 0 | 19 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:02 | yes | 14 | 17 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:19 | no | 0 | 10 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:58 | yes | 5 | 11 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:22 | yes | 1 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:01 | no | 0 | 3 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:42 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:47 | no | 0 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:56 | yes | 14 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:03 | yes | 18 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:55 | yes | 19 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:29 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:20 | yes | 24 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:51 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:12 | no | 0 | 26 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:20 | yes | 24 | 39 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:47 | yes | 17 | 37 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:12 | yes | 14 | 26 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:14 | yes | 3 | 13 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:15 | yes | 19 | 34 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
HubSpot (Sales Hub) read as HubSpot Sales Hub
Unresolved, counted raw
Adobe Fill & Sign
Agentforce Sales
Arrivy Sales Ops Management platform
Contractor+
Esri ArcGIS
Fieldbox
GeoOp
Map Your Customers
Microsoft Dynamics AX
MyWay Route Planner
OnFleet
OptiLane
Oracle
Routific
Salesforce
Salesforce (Sales/Service Cloud with Maps)
Salesforce (Standard Edition)
Salesforce *Lightning Essentials*
Salesforce + Salesforce Maps / Mobile
Salesforce Enterprise
Salesforce Essentials
Salesforce/Agentforce Sales
Zoho
Zoho FSM
Zoomer
Discontinued, still offered
No shut-down product was recommended here.