Application shielding
Asked as “app shielding tool”, and as “runtime application self-protection for mobile apps”, on behalf of a mid-market B2B company. 47 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
36%
Contested · Guardsquare DexGuard / iXGuard 15%
36Appdome15Guardsquare DexGuard / iXGuard06Talsec freeRASP43others
36% of first choices, contested.
Since October 2026▲+3Since October 2026: 33% → 36%, +3 points. Inside the 11-point floor: within noise.Appdome held the lead, +3 points on 33%, inside the 11-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Appdome23%Contested=heldSince October 2026: 23% → 23%, ±0 points. Inside the 11-point floor: within noise.Standing →Mid-marketAppdome36%Contested▲+3Since October 2026: 33% → 36%, +3 points. Inside the 11-point floor: within noise.This pageEnterpriseAppdome51%Clear leader▲+18Since October 2026: 33% → 51%, +18 points. Past the 11-point floor: movement.Standing →
Appdome23%Contested=heldSince October 2026: 23% → 23%, ±0 points. Inside the 11-point floor: within noise.Standing →Mid-marketAppdome36%Contested▲+3Since October 2026: 33% → 36%, +3 points. Inside the 11-point floor: within noise.This pageEnterpriseAppdome51%Clear leader▲+18Since October 2026: 33% → 51%, +18 points. Past the 11-point floor: movement.Standing →The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Appdome36%14%50endorsed leader▲+3Since October 2026: 33% → 36%, +3 points. Inside the 11-point floor: within noise.33% → 36%
Appdome36%14%50endorsed leader▲+3Since October 2026: 33% → 36%, +3 points. Inside the 11-point floor: within noise.33% → 36%02
Guardsquare DexGuard / iXGuard15%17%54accepted challenger▲+9Since October 2026: 6% → 15%, +9 points. Inside the 11-point floor: within noise.6% → 15%
Guardsquare DexGuard / iXGuard15%17%54accepted challenger▲+9Since October 2026: 6% → 15%, +9 points. Inside the 11-point floor: within noise.6% → 15%03
Approov4%18%11accepted challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 11-point floor: within noise.8% → 4%
Approov4%18%11accepted challenger▼−4Since October 2026: 8% → 4%, −4 points. Inside the 11-point floor: within noise.8% → 4%04
Promon SHIELD2%11%35accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Promon SHIELD2%11%35accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%05
DoveRunner AppSealing2%7%14accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
DoveRunner AppSealing2%7%14accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%06
AppSealing2%0%10accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
AppSealing2%0%10accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%Show the six products at 0%, ordered by negative rate
09
Zimperium MAPS0%27%22criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
Zimperium MAPS0%27%22criticized challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%12DexProtector0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
08
PreEmptive Dotfuscator0%15%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
PreEmptive Dotfuscator0%15%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%07
Jscrambler0%13%15accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Jscrambler0%13%15accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Digital.ai Application Protection0%8%12accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Digital.ai Application Protection0%8%12accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%10
OneSpan Mobile Application Shielding0%8%12accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
OneSpan Mobile Application Shielding0%8%12accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All fifteen head-to-head pages: the top six products, each against each
Appdome vs DoveRunner AppSealingAppdome vs AppSealingGuardsquare DexGuard / iXGuard vs ApproovGuardsquare DexGuard / iXGuard vs Promon SHIELDGuardsquare DexGuard / iXGuard vs DoveRunner AppSealingGuardsquare DexGuard / iXGuard vs AppSealingApproov vs Promon SHIELDApproov vs DoveRunner AppSealingApproov vs AppSealingPromon SHIELD vs DoveRunner AppSealingPromon SHIELD vs AppSealingDoveRunner AppSealing vs AppSealing
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405060708091011D12
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Appdome36%
Appdome36%02Guardsquare DexGuard / iXGuard15%
Guardsquare DexGuard / iXGuard15%03Approov4%
Approov4%04Promon SHIELD2%
Promon SHIELD2%05DoveRunner AppSealing2%
DoveRunner AppSealing2%06AppSealing2%
AppSealing2%07Jscrambler0%
Jscrambler0%08PreEmptive Dotfuscator0%
PreEmptive Dotfuscator0%09Zimperium MAPS0%
Zimperium MAPS0%10OneSpan Mobile Application Shielding0%
OneSpan Mobile Application Shielding0%11Digital.ai Application Protection0%
Digital.ai Application Protection0%12DexProtector0%
What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5 and GPT-6 Luna changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Guardsquare DexGuard / iXGuard17%
9 of 54 labels negative · 7 of 14 models · 2 hard negative
“Do not go with Jscrambler or enterprise-tier tools (Appdome, Guardsquare, Zimperium)” DeepSeek V4 Flash, budget prompt
Zimperium MAPS27%
6 of 22 labels negative · 6 of 14 models · 2 hard negative
“Do not go with Jscrambler or enterprise-tier tools (Appdome, Guardsquare, Zimperium)” DeepSeek V4 Flash, budget prompt
Appdome14%
7 of 50 labels negative · 5 of 14 models · 2 hard negative
“Do not go with Jscrambler or enterprise-tier tools (Appdome, Guardsquare, Zimperium)” DeepSeek V4 Flash, budget prompt
Promon SHIELD11%
4 of 35 labels negative · 3 of 14 models
“commercial app shielding vendors (such as Guardsquare, Promon, Digital.ai, Appdome, PreEmptive, Zimperium, etc.), watch for these specific drawbacks” Gemini 3.5 Flash, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
73 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 780 links across 152 sites, every framing counted. Ranked by the number of answers carrying the site or page. 60 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · G248 answers · 93 citations · 13 models
vendor site · Guideflow25 answers · 25 citations · 10 models
vendor site · Guardsquare18 answers · 45 citations · 9 models
vendor site · Luciq18 answers · 18 citations · 9 models
publisher (Gane)17 answers · 21 citations · 8 models
vendor site · Softwaresuggest17 answers · 17 citations · 9 models
vendor site · Promon15 answers · 24 citations · 9 models
vendor site · PreEmptive15 answers · 21 citations · 10 models
vendor site · Zimperium15 answers · 17 citations · 6 models
vendor site · Appdome14 answers · 29 citations · 7 models
vendor site · OWASP13 answers · 13 citations · 7 models
vendor site · GitHub12 answers · 21 citations · 7 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
25 answers · 12 models
24 answers · 10 models
18 answers · 9 models
17 answers · 9 models
13 answers · 8 models
11 answers · 6 models
10 answers · 6 models
10 answers · 5 models
10 answers · 6 models
8 answers · 4 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “app shielding tool”, “app shielding tools”, “best app shielding tool”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Appdome appdome.com | 36% | 162 | 590 | 11 | 7,127 | $44 | 32 | |
| Guardsquare DexGuard / iXGuard guardsquare.com | 15% | 145 | 0 | 5,881 | 45 | |||
| Talsec talsec.app Talsec freeRASP 6%, Talsec 4% | 11% | 7 | ||||||
| Approov approov.io | 4% | 25 | 140 | 0 | 1,745 | 8 | ||
| DoveRunner Mobile App Shielding | 4% | |||||||
| Promon SHIELD promon.io | 2% | 89 | 70 | 1 | 2,403 | 14 | ||
| DoveRunner AppSealing doverunner.com | 2% | 47 | 0 | 59,044 | 0 | |||
| AppSealing appsealing.com | 2% | 20 | 30 | 2 | 10 | |||
| LIAPP | 2% | 40 | 2 | |||||
| Zimperium MAPS zimperium.com Zimperium Mobile Application Protection Suite 2%, Zimperium MAPS 0% | 2% | 49 | 10 | 0 | 14,656 | 2 |
Google's top ten for the three searches hold 16 sites; 2 of them are among the sites the models cited here (g2.com, preemptive.com). The first result for “app shielding tool” is g2.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best app shielding tool for a mid-market B2B company?”Paraphrase“Which runtime application self-protection for mobile apps would you recommend to a mid-sized B2B company?”Comparative“What are the top app shielding tools and how do they differ?”Budget-constrained“What is the best app shielding tool for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an app shielding tool. What should we look at?”Negative“Which app shielding tools should I avoid or be cautious about?”
Claude Haiku 4.5DoveRunner AppSealingno first choiceChangedGuardsquare DexGuard / iXGuardagainst: ApproovGuardsquare DexGuard / iXGuard, LIAPPno first choiceagainst: Magisk
Two alternatives
Appdome, Guardsquare DexGuard / iXGuardTwo alternatives
Appdome, Promon SHIELDOne alternative
OWASP MobSFGPT-5.4 miniAppdomeagainst: Zimperium MAPSApproov, Guardsquare DexGuard / iXGuardChangedGuardsquare DexGuard / iXGuardOWASP MASVS / MASTGno first choicenothing named
Two alternatives
DexProtector, Promon SHIELDTwo alternatives
Google Play Integrity API, iXGuardTwo alternatives
Approov, DexProtectorOne alternative
ApproovGemini 3.5 FlashGuardsquare DexGuard / iXGuardagainst: AppdomeGuardsquare DexGuard / iXGuardHeldGuardsquare DexGuard / iXGuardProGuard, R8, Talsec freeRASPagainst: Appdome, DexGuard, Promon SHIELDno first choiceagainst: Appdome, Digital.ai Application Protection, Guardsquare DexGuard / iXGuard, PreEmptive Dotfuscator, ProGuard, Promon SHIELD, RootBeer, Zimperium MAPS
Three alternatives
AppSealing, PreEmptive Dotfuscator, Promon SHIELDThree alternatives
AppSealing, Approov, Promon SHIELDFour alternatives
AppSealing, Appdome, Digital.ai Application Protection, Promon SHIELDFive alternatives
AppSealing, Approov, NonaShield, Obfuscator-LLVM, Quixxi SHIELDPerplexity SonarAppdomeApproovChangedagainst: Zimperium MAPSAppdome, Guardsquare DexGuard / iXGuardQuixxi SHIELDagainst: Appdome, Guardsquare DexGuard / iXGuardno first choicenothing named
Four alternatives
DoveRunner AppSealing, Guardsquare DexGuard / iXGuard, Promon SHIELD, Zimperium MAPSOne alternative
AppdomeFive alternatives
DoveRunner AppSealing, Jscrambler, OneSpan Mobile Application Shielding, Promon SHIELD, Zimperium MAPSTwo alternatives
LIAPP, PreEmptive DotfuscatorGrok 4.20AppdomeTalsecChangedagainst: Guardsquare DexGuard / iXGuard, Zimperium MAPSAppdomeFree-RASPagainst: Appdome, Guardsquare DexGuard / iXGuardno first choiceagainst: DexProtector, DoveRunner AppSealing, Free-RASP, Jscrambler, PreEmptive Dotfuscator
Four alternatives
Approov, Arxan, Guardsquare DexGuard / iXGuard, Promon SHIELDOne alternative
AppdomeFour alternatives
DexProtector, Jscrambler, PreEmptive Dotfuscator, Zimperium Mobile Application Protection SuiteFive alternatives
Allatori, AppSealing, Jscrambler, Obfuscator-LLVM, ProGuard/R8Mistral SmallAppdomeAppdome, Zimperium Mobile Application Protection SuiteChangedno first choiceGuardsquare DexGuard / iXGuardno first choiceagainst: Guardsquare DexGuard / iXGuard
Two alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELDTwo alternatives
Bureau, PreEmptive DotfuscatorTwo alternatives
Appdome, OWASP MobSFDeepSeek V4 FlashAppdomeAppdomeHeldAppdome, Guardsquare DexGuard / iXGuardFree-RASP Communityagainst: Appdome, Guardsquare DexGuard / iXGuard, Jscrambler, Zimperium MAPSno first choicenothing named
Three alternatives
DoveRunner AppSealing, Guardsquare DexGuard / iXGuard, Promon SHIELDThree alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELD, Zimperium MAPSFive alternatives
Build38, Jscrambler, OneSpan Mobile Application Shielding, Promon SHIELD, Zimperium MAPSFour alternatives
DexProtector, DoveRunner AppSealing, LIAPP, ProGuard/R8Llama 4 Maverickno first choiceAppdomeChangedAppdomeAppdome No Code Mobile App Securityno first choicenothing named
One alternative
Promon SHIELDOne alternative
Zimperium MAPSFour alternatives
DoveRunner AppSealing, Guardsquare DexGuard / iXGuard, Jscrambler, OneSpan Mobile Application ShieldingQwen 3.7 FlashAppdome, Guardsquare DexGuard / iXGuardAppdomeChangedagainst: Zimperium MAPSDexGuard, iXGuardagainst: Airlock, ProGuard, R8Guardsquare DexGuard / iXGuardno first choiceagainst: Baidu Packing, Bangcle, Ijiami, Jiagu / 360 Protect, Manxi, Naga, Tencent Security Pack
One alternative
Zimperium MAPSThree alternatives
Guardsquare DexGuard / iXGuard, PreEmptive Solutions, Promon SHIELDOne alternative
Apple Linker OptimizationOne alternative
AppdomeKimi K2AppdomeTalsecChangedAppdomeTalsec freeRASPagainst: Guardsquare DexGuard / iXGuard, Promon SHIELDno first choiceagainst: EngageSDK
Four alternatives
Arxan, DoveRunner AppSealing, Guardsquare DexGuard / iXGuard, Promon SHIELDTwo alternatives
Appdome, Guardsquare DexGuard / iXGuardSix alternatives
Digital.ai Application Protection, Guardsquare DexGuard / iXGuard, Jscrambler, PreEmptive Dotfuscator, Verimatrix Application Shielding, Zimperium MAPSOne alternative
XopProtectorGLM 4.7 FlashXAppdomeAppdomeHeldAppdometalsec Free‑RASPno first choicenothing named
Four alternatives
Appknox, Guardsquare DexGuard / iXGuard, PreEmptive Dotfuscator, Zimperium Mobile Application Protection SuiteTwo alternatives
Guardsquare DexGuard / iXGuard, Zimperium Mobile Application Protection SuiteSeven alternatives
Arxan Application Protection, Guardsquare DexGuard / iXGuard, Jscrambler, OneSpan Mobile Application Shielding, Promon SHIELD, Verimatrix XTD, Zimperium MAPSThree alternatives
Appdome, Appknox, PreEmptive DotfuscatorMiniMax M2.5AppdomeAppSealingChangedAppdome, Guardsquare DexGuard / iXGuardDoveRunner Mobile App Shieldingno first choicenothing named
Two alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELDTwo alternatives
Guardsquare DexGuard / iXGuard, PradeoFour alternatives
Jscrambler, ProGuard R8, Promon SHIELD, Zimperium MAPSThree alternatives
AppSealing, Google Play Protect, JscramblerGPT-6 LunaAppdomePromon SHIELDChangedGuardsquare DexGuard / iXGuardTalsec freeRASPno first choicenothing named
Two alternatives
Digital.ai Application Protection, Guardsquare DexGuard / iXGuardTwo alternatives
Appdome, Guardsquare DexGuard / iXGuardFour alternatives
Appdome ONEShield, Digital.ai Application Security, Promon SHIELD, Zimperium zShield / MAPSOne alternative
AppTegoMuse Glimmer 30BAppdomeAppdomeHeldGuardsquare DexGuard / iXGuardDoveRunner Mobile App Shielding, ProGuard/R8against: Appdome, Approov, Arxan, DashO, DexGuard, DexProtector, Guardsquare DexGuard / iXGuard, Promon SHIELDno first choiceagainst: Guardsquare DexGuard / iXGuard, OneSpan Mobile Application Shielding, Verimatrix Application Shielding
Three alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELD, Zimperium MAPSTwo alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELDFour alternatives
Appdome, Arxan Technologies, now Digital.ai – Application Protection, Promon – SHIELD Runtime Intelligence Platform, Zimperium Mobile Application Protection Suite – MAPS / zShield & zDefendThree alternatives
AppTego, Jscrambler, XopProtectorBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:33 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:23 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 18:22 | yes | 5 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 08:54 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:56 | yes | 5 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:27 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:32 | yes | 21 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 18:01 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:10 | yes | 5 | 31 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:46 | yes | 10 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:35 | yes | 15 | 171 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:33 | yes | 5 | 78 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:49 | yes | 4 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:13 | yes | 14 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:06 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 19:29 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:44 | no | 0 | 14 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 13:27 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:17 | yes | 13 | 14 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:21 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:06 | yes | 24 | 54 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:59 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:31 | yes | 10 | 42 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:34 | yes | 24 | 32 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 19:16 | yes | 24 | 30 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:27 | yes | 23 | 57 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:40 | yes | 4 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:27 | yes | 22 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:55 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:09 | yes | 3 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:51 | yes | 10 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 15:52 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:16 | yes | 5 | 32 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:19 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:38 | yes | 23 | 38 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:14 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:15 | no | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:09 | yes | 15 | 47 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:17 | yes | 9 | 99 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:32 | yes | 9 | 40 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:29 | yes | 6 | 17 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:48 | yes | 25 | 57 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:30 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:49 | yes | 2 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:01 | yes | 5 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:16 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:15 | yes | 5 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:34 | yes | 5 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:59 | yes | 25 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:36 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:02 | yes | 22 | 89 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:14 | yes | 15 | 53 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 19:42 | yes | 19 | 31 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:13 | yes | 5 | 26 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:45 | yes | 3 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:24 | yes | 13 | 21 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:26 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:51 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:56 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 16:40 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:21 | yes | 5 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:48 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:00 | yes | 23 | 44 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 18:01 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:03 | no | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:21 | yes | 12 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:55 | yes | 15 | 19 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:10 | yes | 5 | 22 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 19:25 | yes | 2 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:12 | yes | 14 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 18:36 | yes | 10 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:24 | no | 0 | 2 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:01 | yes | 9 | 20 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 14:43 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:09 | yes | 10 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 19:08 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:47 | no | 0 | 17 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:49 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:49 | yes | 14 | 47 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:00 | yes | 21 | 53 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:59 | yes | 22 | 133 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:31 | no | 0 | 28 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:53 | yes | 3 | 11 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:05 | yes | 19 | 35 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Cloudflare read as Cloudflare Application Security
Digital.ai read as Digital.ai Application Protection
Digital.ai (Arxan) read as Digital.ai Application Protection
Digital.ai (formerly Arxan) read as Digital.ai Application Protection
DoveRunner read as DoveRunner AppSealing
DoveRunner (formerly AppSealing) read as DoveRunner AppSealing
GuardSquare (DexGuard/ProGuard) read as Guardsquare DexGuard / iXGuard
GuardSquare (DexGuard/Protector) read as Guardsquare DexGuard / iXGuard
Guardsquare read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard & iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard + RASP) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard / IxGuard / ThreatCast) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard / iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard for Android and iXGuard for iOS) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard/iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare (ProGuard/DexGuard/iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare (e.g., DexGuard, iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare DexGuard read as Guardsquare DexGuard / iXGuard
OneSpan read as OneSpan Mobile Application Shielding
OneSpan App Shielding read as OneSpan Mobile Application Shielding
PreEmptive read as PreEmptive Dotfuscator
PreEmptive (DashO for Android, iXGuard for iOS) read as PreEmptive Dotfuscator
PreEmptive (Dotfuscator / DashO / JSDefender) read as PreEmptive Dotfuscator
Promon read as Promon SHIELD
Promon (Promon SHIELD) read as Promon SHIELD
Promon (Promon SHIELD™) read as Promon SHIELD
Promon (SHIELD) read as Promon SHIELD
Promon Shield for Mobile read as Promon SHIELD
Verimatrix read as Verimatrix Application Shielding
Zimperium read as Zimperium MAPS
Zimperium (MAPS — Mobile App Protection Suite) read as Zimperium MAPS
Unresolved, counted raw
Airlock (by Thales / Airlock GmbH)
Allatori
AppSweep
Appdome ONEShield
Apple Linker Optimization (iOS)
Arxan Technologies, now Digital.ai – Application Protection
Baidu Packing
Bangcle
EngageSDK
Free-RASP Community (by Talsec)
Google Play Protect
Ijiami
Intertrust Technologies
Jailmon
Jiagu / 360 Protect
Magisk
Manxi
Naga
NonaShield
OWASP MASVS / MASTG
OWASP Mason
PreEmptive Solutions
ProGuard R8
Promon – SHIELD Runtime Intelligence Platform
Talsec's freeRASP
Tencent Security Pack
Zimperium Mobile Application Protection Suite – MAPS / zShield & zDefend
talsec Free‑RASP
Discontinued, still offered
No shut-down product was recommended here.