Zero of fourteen models named Gimbal first on the direct prompt; two named InMarket. Gimbal was named by eleven of the fourteen models and InMarket by eight and Gimbal carries 16 labels and InMarket 11, so the shares are not directly comparable.
Named in one category this edition.
Named in five 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 retail, proximity and iot marketing page.
| 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. Four of five in this category shown.
“While this is enterprise pricing, the pay-as-you-go model ... can be more cost-effective for smaller deployments.” GLM 4.7 FlashX · budget prompt · soft negative
“Gimbal by Infillion is an enterprise-grade location-based marketing platform that enables large organizations to deliver personalized, automated campaigns at scale” Muse Glimmer 30B · comparative prompt · first choice
“look for platforms that offer a highly optimized Software Development Kit (SDK)—such as *Gimbal (Infillion)*, *Xtremepush*, or *Airship*” Gemini 3.5 Flash · negative prompt · first choice
“Gimbal is the strongest fit among the results because it is positioned as an enterprise-grade location-based marketing platform” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“The FTC has taken action against location-data companies like InMarket, Kochava, and X-Mode/Outlogic over precisely those kinds of practices.” GPT-5.4 mini · negative prompt · hard negative
“"Inmarket" and "GroundTruth Ads Manager" are highlighted for their governance and oversight features, making them safer choices” Mistral Small · negative prompt · first choice
“InMarket (Top Pick for Mid-Market B2B) ... Frequently ranked #1 for mid-market proximity marketing” Grok 4.1 Fast · direct prompt · first choice
“InMarket (GeoLink) — *Best Overall for Mid-Market B2B*” Kimi K2 · direct prompt · first choice
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.