Zero of fourteen models named Approov first on the direct prompt; one named DoveRunner AppSealing. Approov was named by seven of the fourteen models and DoveRunner AppSealing by nine and Approov carries 11 labels and DoveRunner AppSealing 14, so the shares are not directly comparable.
Named in one category 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 application shielding 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. Five of six in this category shown.
“has limited full in-app shielding and requires additional tools for broader coverage” Claude Haiku 4.5 · comparative prompt · soft negative
“What to avoid on a tight budget” Muse Glimmer 30B · budget prompt · soft negative
“Approov would be the leading recommendation if protecting backend APIs, preventing app impersonation, and minimizing integration effort are the priorities” Perplexity Sonar · paraphrase prompt · first choice
“Approov if your app is API-centric and you need fast integration with backend enforcement.” GPT-5.4 mini · paraphrase prompt · first choice
“Approov is a strong budget-conscious candidate because it offers runtime mobile app shielding / RASP” GPT-5.4 mini · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Older or Less-Maintained Commercial Tools (e.g., certain legacy versions of DexProtector, Jscrambler, PreEmptive, or DoveRunner)” Grok 4.20 · negative prompt · soft negative
“DoveRunner (formerly AppSealing) offers SMB and mid-market mobile AppSec testing with developer-friendly workflow and pricing accessible for mid-market engineering organizations” Claude Haiku 4.5 · direct prompt · first choice
“If you need a no-code solution for a single, revenue-generating mobile app, DoveRunner at $129/month is reasonable” DeepSeek V4 Flash · budget prompt · alternative
“Choose DoveRunner for media, OTT, or gaming applications needing DRM and anti-cheat controls.” Perplexity Sonar · 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.