One of fourteen models named Braze first on the direct prompt; zero named Estimote. Braze was named by eleven of the fourteen models and Estimote by nine and Braze carries 21 labels and Estimote 14, so the shares are not directly comparable.
New York City, United States, founded 2011. Named in fourteen categories this edition.
Named in one category 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 4.20 | ||||||
| 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. One of one in this category shown.
“notably high negative rating (47% criticized) and is flagged as a "challenger=held" since September 2026, indicating significant criticism or dissatisfaction” Mistral Small · negative prompt · hard negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid full platforms like Estimote if over budget” Grok 4.20 · budget prompt · hard negative
“beacon manufacturers (like some early Gimbal, Estimote, or PayPal Beacon partners) that have since discontinued hardware lines or drastically reduced support” MiniMax M2.5 · negative prompt · soft negative
“If a vendor promotes ultrasonic or microphone-based tracking rather than standard BLE/iBeacon/Eddystone with app-level consent, that is a caution point.” Muse Glimmer 30B · negative prompt · soft negative
“Best pick for teams running a dedicated beacon fleet.” Muse Glimmer 30B · comparative prompt · first choice
“Need indoor beacon marketing: Estimote” GPT-5.4 mini · budget prompt · first choice
“Choose Estimote if you need precise indoor positioning for navigation, asset tracking, or hyper-local experiences” Kimi K2 · 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.