Six of fourteen models named Badger Maps first on the direct prompt; zero named SalesRabbit. Both were named by all fourteen models and Badger Maps carries 51 labels and SalesRabbit 29, so the shares are not directly comparable.
Named in two categories this edition.
Named in three categories this edition.
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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the field sales tools page.
Across every category in the November 2026 Edition, Badger Maps and SalesRabbit were named in the same answer seventy-five times, of the 185 answers naming Badger Maps and the 87 naming SalesRabbit. In those answers SalesRabbit took the first choice four times and Badger Maps twenty-four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Tools like Badger Maps or Route4Me are essential for route optimization. However, their value lies entirely in how well they talk to your CRM.” Qwen 3.7 Flash · negative prompt · soft negative
“high-end dedicated platforms like Badger Maps or Spotio (which often cost $40–$70 per user/month) can be cost-prohibitive” Gemini 3.5 Flash · budget prompt · soft negative
“some older Badger Maps alternatives or basic mapping apps... Common issues: Slow performance in low-signal areas” Grok 4.20 · negative prompt · soft negative
“Best Overall for Route Optimization & Field Rep Productivity ... widely considered the gold standard for B2B field sales teams” Gemini 3.5 Flash · direct prompt · first choice
“I would recommend Badger Maps as the route planning and mapping app for outside sales reps to a mid-sized B2B company” Llama 4 Maverick · paraphrase prompt · first choice
“the best field sales tool—specifically for Outside Sales ... is generally considered to be Badger Maps” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Some tools, like SalesRabbit, have user reports of occasional connectivity and login issues, slow call workflows, and app performance problems during busy sessions.” Mistral Small · negative prompt · soft negative
“field reps on Reddit complain about "big brother" vibes – constant location tracking without giving reps anything useful back” DeepSeek V4 Flash · negative prompt · soft negative
“Top Recommendation: SalesRabbit (Lite) — $0/Free” DeepSeek V4 Flash · budget prompt · first choice
“SalesRabbit (if you focus on canvassing/door-to-door) - $25/user/month with strong offline capabilities” MiniMax M2.5 · budget prompt · alternative
“hyper-focused on D2D selling workflows... but is less suited for B2B account-based field sales” DeepSeek V4 Flash · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.