Seven of fourteen models named Spotio first on the direct prompt; zero named SalesRabbit. Spotio was named by fourteen of the fourteen models and SalesRabbit by thirteen and Spotio carries 45 labels and SalesRabbit 23, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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 October 2026 Edition, Spotio and SalesRabbit were named in the same answer forty-one times, of the 152 answers naming Spotio and the 55 naming SalesRabbit. In those answers SalesRabbit took the first choice two times and Spotio ten.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 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 | ||||||
| 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.
“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 · hard negative
“Tools to Avoid on a Tight Budget - SPOTIO — Does not publish pricing, requires a 5-seat minimum” DeepSeek V4 Flash · budget prompt · hard negative
“Some SPOTIO reviewers report connectivity or sync trouble; reviews are anecdotal, so treat that as a reason to run a pilot” GPT-6 Luna · negative prompt · soft negative
“If you want the best overall answer, I'd pick SPOTIO for a mid-market B2B team with a true field sales motion” Perplexity Sonar · direct prompt · first choice
“If you need a purpose-built field sales platform with strong territory and route management, go with SPOTIO.” Kimi K2 · direct prompt · first choice
“Choose SPOTIO/Badger Maps/Map My Customers if your reps are truly "in the field" daily with multiple stops” Kimi K2 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“user reviews highlight problems with navigation, security complexities, and a less intuitive mobile experience” Mistral Small · negative prompt · soft negative
“Be cautious with SalesRabbit if you operate outside residential D2D or need multichannel tracking” Kimi K2 · negative prompt · soft negative
“SalesRabbit is 4.5 on G2 and 4.2 on Capterra, but 4.5 on Apple App Store and 3.3 on Google Play.” Muse Glimmer 30B · negative prompt · soft negative
“SalesRabbit offers a free plan for one user, with team pricing starting at $195/month, which can be quite cost-effective for small teams.” Claude Haiku 4.5 · budget prompt · first choice
“Choose SalesRabbit Lite if you are working alone and need something powerful and free.” Gemini 3.5 Flash · budget prompt · first choice
“SPOTIO or SalesRabbit will give you the best territory drawing, knock tracking, and team gamification” 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.