One of fourteen models named AppsFlyer first on the direct prompt; one named OneSignal. AppsFlyer was named by thirteen of the fourteen models and OneSignal by twelve and AppsFlyer carries 43 labels and OneSignal 35, so the shares are not directly comparable.
Herzliya, Israel, founded 2011. Named in five categories this edition.
By Q140701571, San Mateo, United States, founded 2011. 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 mobile apps 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. Six of seven in this category shown.
“avoid purchasing enterprise-level Mobile Measurement Partners (MMPs) like AppsFlyer or Adjust immediately” Qwen 3.7 Flash · budget prompt · hard negative
“Avoid or be cautious with Braze and AppsFlyer due to their pricing models” Mistral Small · negative prompt · hard negative
“A user reported unexpected charges, difficulty downgrading, and a lack of transparency in billing... this single review suggests you should verify contract terms and billing policies before committing.” GLM 4.7 FlashX · negative prompt · soft negative
“The global market leader with the largest integration ecosystem... Choose AppsFlyer or Adjust for standard end-to-end attribution” Gemini 3.5 Flash · comparative prompt · first choice
“a combination of AppsFlyer (attribution) + Braze or CleverTap (engagement) + MobileAction (ASO) gives you a complete stack” GLM 4.7 FlashX · direct prompt · first choice
“AppsFlyer is the safest pick if you need the widest partner ecosystem and can pay $0.07 per conversion.” Muse Glimmer 30B · comparative prompt · first choice
No label in this category carried a quote.
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.