Field sales tools
Asked as “field sales tool”, and as “route planning and mapping app for outside sales reps”, on behalf of a mid-market B2B company. 50 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
38%
Contested · Spotio 14%
38Badger Maps14Spotio12HubSpot Sales Hub36others
38% 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 a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
Show the three products at 0%, ordered by negative rate
09
Salesforce Sales Cloud0%36%14criticized challengernewNew since September 2026: not ranked then, 0% now.
Salesforce Sales Cloud0%36%14criticized challengernewNew since September 2026: not ranked then, 0% now.The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
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
0809Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Badger Maps38%
Badger Maps38%02Spotio14%
Spotio14%03HubSpot Sales Hub12%
HubSpot Sales Hub12%04Map My Customers6%
Map My Customers6%05SalesRabbit4%
SalesRabbit4%06Zoho CRM4%
Zoho CRM4%07Salesforce0%
Salesforce0%08Salesforce Maps0%
Salesforce Maps0%09Salesforce Sales Cloud0%
Salesforce Sales Cloud0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, 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 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.
Spotio22%
10 of 45 labels negative · 7 of 14 models · 2 hard negative
“Users report significant call problems, including missed connections and being flagged as spam... very low rating of 2.2, indicating widespread dissatisfaction” Mistral Small, negative prompt
Salesforce Sales Cloud36%
5 of 14 labels negative · 5 of 14 models · 1 hard negative
“Extremely **expensive**... **Steep learning curve**, complex setups, and overwhelming for field reps.” Grok 4.1 Fast, negative prompt
Badger Maps10%
5 of 52 labels negative · 5 of 14 models
“**Badger Maps** is more purpose-built, but it’s a bigger expense: its Business plan is listed at **$58 per user/month billed annually**” GPT-6 Luna, budget prompt
SalesRabbit22%
5 of 23 labels negative · 5 of 14 models
“user reviews highlight problems with navigation, security complexities, and a less intuitive mobile experience” Mistral Small, 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
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. 1057 links across 224 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 · Spotio61 answers · 146 citations · 13 models
45 answers · 78 citations · 13 models
vendor site · Pipeline CRM39 answers · 46 citations · 12 models
vendor site · Map My Customers34 answers · 39 citations · 13 models
vendor site · Guideflow25 answers · 31 citations · 11 models
19 answers · 29 citations · 8 models
18 answers · 34 citations · 11 models
vendor site · Leadbeam16 answers · 20 citations · 10 models
16 answers · 17 citations · 8 models
vendor site · SourceForge15 answers · 20 citations · 10 models
vendor site · Delta Sales App15 answers · 19 citations · 10 models
vendor site · SimplyDepo13 answers · 17 citations · 9 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.
36 answers · 12 models
24 answers · 11 models
24 answers · 10 models
21 answers · 10 models
20 answers · 9 models
18 answers · 10 models
17 answers · 8 models
17 answers · 11 models
15 answers · 9 models
15 answers · 8 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 | 38% | 180 | 4,400 | 47 | 25,214 | 52 | ||
| HubSpot parent site HubSpot Sales Hub 12%, HubSpot CRM 8% | 20% | 693 | 368,000 | 9,776 | ||||
| Spotio spotio.com | 14% | 151 | 2,900 | 54 | 10,223 | 25 | 3 | |
| Map My Customers mapmycustomers.com | 6% | 90 | 1,000 | 478 | 2,731 | 13 | ||
| SalesRabbit salesrabbit.com | 4% | 54 | 4,400 | 62 | 6,627 | 47 | ||
| Zoho parent site Zoho CRM 4% | 4% | 332 | 49,500 | 660 | ||||
| Pipedrive pipedrive.com | 4% | 370 | 49,500 | 598 | 418,149 | $55 | 97 | 8 |
| RepMove repmove.app | 2% | 15 | 3 | |||||
| Dock dock.us | 2% | 307 | 90,500 | 81,222 | 39,016 | 0 | ||
| Lead Mapper lead-mapper.com | 2% | 7 |
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 a mid-market B2B company?”Paraphrase“Which route planning and mapping app for outside sales reps would you recommend to a mid-sized B2B company?”Comparative“What are the top field sales tools and how do they differ?”Budget-constrained“What is the best field sales tool for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a field sales tool. What should we look at?”Negative“Which field sales tools should I avoid or be cautious about?”
Claude Haiku 4.5HubSpot Sales HubBadger MapsChangedagainst: Google MapsSpotioSalesRabbitagainst: InstaMapsno first choiceagainst: 6sense, Badger Maps, Outreach
Three alternatives
Apollo.io, Map My Customers, PipedriveOne alternative
Map My CustomersSix alternatives
Badger Maps, Map My Customers, Repsly, SalesRabbit, Salesforce Maps, SkynamoThree alternatives
HubSpot Sales Hub, Mapsly, Otter.aiGPT-5.4 miniBadger Maps, SpotioBadger MapsChangedno first choiceBadger Maps, Map My Customersagainst: Skynamo, inSitu Salesno first choicenothing named
Three alternatives
Geopointe, Map My Customers, SalesRabbitFour alternatives
Map My Customers, Mapsly, Route4Me, SalesRabbitOne alternative
OnePageCRMGemini 3.5 FlashSpotioagainst: Salesforce MapsBadger MapsChangedSpotioSalesRabbitagainst: Badger Maps, Salesforce Maps, Spotiono first choiceagainst: Microsoft Dynamics 365 Sales, Salesforce
Three alternatives
Badger Maps, Geopointe, Map My CustomersThree alternatives
Geopointe, Leadbeam, SpotioFive alternatives
Badger Maps, Leadbeam, Map My Customers, SalesRabbit, Salesforce MapsFour alternatives
Ecanvasser, HubSpot's free CRM, Pipeline CRM, RouteXLSix alternatives
Badger Maps, Map My Customers, Repsly, SalesRabbit, Salesforce Maps, SpotioPerplexity SonarBadger Maps, SpotioBadger MapsChangedSpotioHubSpot Sales Hubno first choicenothing named
One alternative
HubSpot Sales HubTwo alternatives
Map My Customers, SpotioFive alternatives
Badger Maps, Delta Sales App, Pepperi, Repsly, SalesRabbitTwo alternatives
Badger Maps, RepMoveGrok 4.1 FastSpotioBadger MapsChangedagainst: Map My Customers, Route4Me, SalesRabbit, SpotioBadger MapsHubSpot CRM, Zoho CRMagainst: Outfield, Repslyno first choiceagainst: HubSpot Sales Hub, Salesforce Sales Cloud, Spotio, Veeva
Three alternatives
Badger Maps, HubSpot Sales Hub, Salesforce Sales CloudFive alternatives
HubSpot Sales Hub, SalesRabbit, Salesforce, Spotio, Zoho CRMTwo alternatives
Badger Maps, FreshsalesMistral SmallBadger Maps, SpotioBadger Maps, Map My CustomersChangedSalesforceBadger Maps, HubSpot CRMno first choiceagainst: SalesRabbit, Salesforce Sales Cloud, Spotio
One alternative
HubSpot Sales HubOne alternative
SpotioFive alternatives
Delta Sales App, HubSpot Sales Hub, Microsoft Dynamics 365 Sales, Spotio, Zoho CRMTwo alternatives
Apollo.io, SutiCRMDeepSeek V4 FlashSpotioagainst: Salesforce Maps, Salesforce Sales CloudBadger MapsChangedBadger MapsLead Mapperagainst: Geopointe, Leadbeam, Map My Customers, Salesforce Maps, Spotiono first choiceagainst: Knockios, Lead Mapper, Outreach, Salesforce Maps, Salesforce Mobile App, Salesloft, Spotio, ZoomInfo
Three alternatives
Badger Maps, HubSpot Sales Hub, Map My CustomersTwo alternatives
Map My Customers, SpotioFour alternatives
Forcemanager, SalesRabbit, Salesforce, SpotioThree alternatives
Badger Maps, InstaMaps, SalesRabbitLlama 4 Maverickno first choiceBadger Maps, RouteSavvyChangedno first choiceno first choiceno first choiceagainst: Badger Maps, SalesRabbit
Nine alternatives
Cognism, Dealfront, Default, Gong, HubSpot Sales Hub, Outreach, Salesforce, Salesloft, ZoomInfoQwen 3.7 FlashDockagainst: SAP, Salesforce Sales CloudBadger MapsChangedSpotioRepZiono first choiceagainst: Salesforce
Three alternatives
Highspot, HubSpot Sales Hub, MediaflyOne alternative
Map My CustomersTwo alternatives
FieldPie, Lead MapperThree alternatives
HubSpot CRM, Pipeline CRM, SalesRabbitKimi K2SpotioBadger MapsChangedagainst: Salesforce Maps, SpotioBadger Maps, Map My Customers, Spotioagainst: Microsoft Dynamics 365 SalesRepMoveno first choiceagainst: SalesRabbit, Salesforce Sales Cloud, Spotio
Two alternatives
Badger Maps, HubSpot Sales HubOne alternative
Map My CustomersFive alternatives
Gong, HubSpot Sales Hub, Outreach, Salesforce Sales Cloud, SalesloftThree alternatives
Badger Maps, Freshsales, HubSpot Sales HubGLM 4.7 FlashXPipedriveBadger MapsChangedno first choiceHubSpot CRMno first choicenothing named
Three alternatives
HubSpot Sales Hub, Pipeline CRM, Salesforce Sales CloudThree alternatives
Map My Customers, OptimoRoute, Salesforce MapsFour alternatives
Badger Maps, RepMove Flex, SalesRabbit, monday CRMMiniMax M2.5HubSpot Sales Hub, PipedriveBadger MapsChangedno first choiceHubSpot Sales Hubno first choicenothing named
One alternative
Salesforce Sales CloudTwo alternatives
Map My Customers, SpotioFive alternatives
Badger Maps, Outfield, Pipedrive, Zendesk Sell, monday CRMGPT-6 LunaBadger MapsBadger MapsHeldBadger MapsZoho CRMagainst: Badger Mapsno first choiceagainst: Salesforce Maps, Spotio
Three alternatives
HubSpot Sales Hub, Salesforce Maps, Salesforce Sales CloudTwo alternatives
Map My Customers, Salesforce MapsSix alternatives
Dynamics 365 Sales mobile, Repsly, SalesRabbit, Salesforce Maps, Skynamo, SpotioOne alternative
HubSpot Sales HubMuse Glimmer 30BHubSpot Sales HubMap My CustomersChangedHubSpot CRM, HubSpot Sales HubHubSpot CRM, HubSpot Sales Hubno first choiceagainst: Badger Maps, Leadbeam, Map My Customers, RepMove, SalesRabbit, Spotio
Three alternatives
Dock, Knockio, TrackoFieldOne alternative
Badger MapsFive alternatives
Jobber, Pipedrive, Salesforce Field Service, ServiceTitan, Zoho CRMThree alternatives
Lead Mapper, Pipedrive, RepMoveBold 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 23:38 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:22 | yes | 1 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:56 | yes | 13 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:29 | yes | 20 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:39 | yes | 24 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:36 | yes | 12 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:37 | yes | 24 | 44 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:51 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:21 | yes | 10 | 33 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:08 | yes | 14 | 16 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:21 | yes | 25 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:17 | yes | 5 | 17 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:11 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:37 | yes | 14 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:17 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:45 | yes | 5 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:49 | yes | 9 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:50 | yes | 20 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:14 | yes | 23 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:32 | yes | 14 | 9 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:51 | yes | 23 | 38 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:39 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:10 | yes | 10 | 32 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:05 | yes | 19 | 18 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:54 | yes | 17 | 33 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:39 | yes | 16 | 23 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:27 | yes | 4 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:05 | yes | 22 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:23 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:26 | yes | 6 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:35 | yes | 10 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:34 | yes | 16 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:45 | yes | 22 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:03 | yes | 10 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:02 | yes | 19 | 39 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:24 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:34 | yes | 8 | 15 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:37 | yes | 19 | 24 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:48 | yes | 15 | 34 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:06 | yes | 14 | 28 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:12 | yes | 6 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:46 | yes | 15 | 22 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:06 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:08 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:36 | yes | 17 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:33 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:15 | yes | 24 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:48 | yes | 13 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:58 | yes | 18 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:44 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:59 | yes | 10 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:16 | yes | 13 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:55 | yes | 25 | 25 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:40 | yes | 13 | 16 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:46 | yes | 3 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:00 | yes | 15 | 13 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:47 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:13 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:55 | yes | 12 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:40 | yes | 19 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:59 | yes | 15 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:18 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:24 | yes | 17 | 57 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:19 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:13 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:40 | yes | 22 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:02 | yes | 14 | 30 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:58 | yes | 10 | 13 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:18 | yes | 2 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:10 | no | 0 | 4 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:34 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:37 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:01 | yes | 23 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:43 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:55 | yes | 18 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:16 | yes | 10 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:43 | yes | 23 | 47 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:37 | yes | 8 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:54 | yes | 5 | 16 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:19 | yes | 24 | 42 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:38 | yes | 18 | 34 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:56 | yes | 13 | 33 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:19 | yes | 2 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:11 | yes | 21 | 26 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
Agile
Badger
Cegeka Field Sales App
Delta Sales
Dista
Dynamics 365 Sales mobile
Esker
Field Sales Connect
Fleetmatics (Vanrider)
HubSpot Sales
Knockio
Knockios
Oracle Fusion Cloud Sales
RepMove Flex
RepZio
RouteSavvy
RouteXL
SAP
SaaSify
Sales Navigator
Salesforce
Salesforce (Sales Cloud / Field Service)
Salesforce (Sales Cloud/Agentforce)
Salesforce Field Service Lightning
Salesforce Mobile App (for field reps)
TrackoField
Vymo
ZoomInfo Mobile
Discontinued, still offered
No shut-down product was recommended here.