GroundTruth vs Braze
One of fourteen models named GroundTruth first on the direct prompt; one named Braze. GroundTruth was named by nine of the fourteen models and Braze by eleven and GroundTruth carries 15 labels and Braze 21, so the shares are not directly comparable.
Named in one category this edition.
New York City, United States, founded 2011. Named in fourteen 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.
By framing
GroundTruthFirst choices, of fourteen modelsBraze
Every model, every framing
| 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 | | |
GroundTruth Braze first choice named as an alternative argued againstblank: not namedEach cell is one answer, GroundTruth on the left and Braze on the right.The direct prompt
GroundTruth first, Braze not the choice
1 of 14 modelsBraze was named in the answer but not as the choice, or not at all.Braze first, GroundTruth not the choice
1 of 14 modelsGroundTruth was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
GroundTruth4%#3 of 10Braze0%#10 of 10GroundTruth4%#4 of 10Braze4%#5 of 10Braze2%#4 of 10GroundTruth0%#7 of 10What the models said about GroundTruth
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“GroundTruth as contested among small-business recommendations; that is a signal to run stronger procurement checks” Perplexity Sonar · negative prompt · soft negative
“GroundTruth is a good choice for limited budgets, offering mobile/desktop campaign budgets as low as $500” Claude Haiku 4.5 · budget prompt · first choice
“Foursquare and GroundTruth are the top recommendations due to their comprehensive features” Mistral Small · direct prompt · first choice
“Axiobench runner-up 8.9/10: “Proximity-to-footfall measurement that combines on-site behavior with exposure-driven campaign reporting in one workflow.”” Muse Glimmer 30B · direct prompt · alternative
What the models said about Braze
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
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.