Application shielding for enterprise buyers
Asked as “app shielding tool”, and as “runtime application self-protection for mobile apps”, on behalf of an enterprise B2B company. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
51%
Clear leader
51Appdome24Guardsquare DexGuard / iXGuard02Approov22others
51% of first choices, clear leader.
Since October 2026▲+18Since October 2026: 33% → 51%, +18 points. Past the 11-point floor: movement.Appdome held the lead, +18 points on 33%, past the 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.Standing →EnterpriseAppdome51%Clear leader▲+18Since October 2026: 33% → 51%, +18 points. Past the 11-point floor: movement.This page
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.Standing →EnterpriseAppdome51%Clear leader▲+18Since October 2026: 33% → 51%, +18 points. Past the 11-point floor: movement.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Appdome51%9%57endorsed leader▲+18Since October 2026: 33% → 51%, +18 points. Past the 11-point floor: movement.33% → 51%
Appdome51%9%57endorsed leader▲+18Since October 2026: 33% → 51%, +18 points. Past the 11-point floor: movement.33% → 51%02
Guardsquare DexGuard / iXGuard24%14%51accepted challenger▲+12Since October 2026: 12% → 24%, +12 points. Past the 11-point floor: movement.12% → 24%
Guardsquare DexGuard / iXGuard24%14%51accepted challenger▲+12Since October 2026: 12% → 24%, +12 points. Past the 11-point floor: movement.12% → 24%03
Promon SHIELD2%19%43accepted challenger▼−8Since October 2026: 10% → 2%, −8 points. Inside the 11-point floor: within noise.10% → 2%
Promon SHIELD2%19%43accepted challenger▼−8Since October 2026: 10% → 2%, −8 points. Inside the 11-point floor: within noise.10% → 2%04
DoveRunner AppSealing2%23%13accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
DoveRunner AppSealing2%23%13accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the five products at 0%, ordered by negative rate
08
OneSpan Mobile Application Shielding0%33%18criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
OneSpan Mobile Application Shielding0%33%18criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%09
PreEmptive Dotfuscator0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
PreEmptive Dotfuscator0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%05
Zimperium MAPS0%17%23accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
Zimperium MAPS0%17%23accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%07
Jscrambler0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Jscrambler0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%06
Digital.ai Application Protection0%7%15accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 0%
Digital.ai Application Protection0%7%15accepted challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
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 →
010203040506070809Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Appdome51%
Appdome51%02Guardsquare DexGuard / iXGuard24%
Guardsquare DexGuard / iXGuard24%03Promon SHIELD2%
Promon SHIELD2%04DoveRunner AppSealing2%
DoveRunner AppSealing2%05Zimperium MAPS0%
Zimperium MAPS0%06Digital.ai Application Protection0%
Digital.ai Application Protection0%07Jscrambler0%
Jscrambler0%08OneSpan Mobile Application Shielding0%
OneSpan Mobile Application Shielding0%09PreEmptive Dotfuscator0%
PreEmptive Dotfuscator0%What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Grok 4.20, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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 / iXGuard14%
7 of 51 labels negative · 6 of 14 models · 3 hard negative
“What to Avoid on a Tight Budget - Guardsquare DexGuard/iXGuard ... typically very expensive” Muse Glimmer 30B, negative prompt
Promon SHIELD19%
8 of 43 labels negative · 5 of 14 models · 2 hard negative
“Documented bypasses... demonstrated two concrete attacks against Promon Shield, including complete protection removal” Kimi K2, negative prompt
OneSpan Mobile Application Shielding33%
6 of 18 labels negative · 4 of 14 models · 2 hard negative
“Avoid deploying or maintaining any version of OneSpan App Shielding prior to version 6.5.0” GLM 4.7 FlashX, negative prompt
Appdome9%
5 of 57 labels negative · 4 of 14 models · 1 hard negative
“avoid download-count or user-based licensing models such as Appdome's active-download tied options” Muse Glimmer 30B, budget 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
79 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. 1061 links across 250 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 · G252 answers · 110 citations · 12 models
publisher (Gane)34 answers · 45 citations · 10 models
vendor site · Promon29 answers · 59 citations · 12 models
vendor site · Guardsquare28 answers · 72 citations · 10 models
vendor site · PreEmptive27 answers · 42 citations · 11 models
vendor site · Guideflow25 answers · 25 citations · 10 models
vendor site · OneSpan22 answers · 37 citations · 11 models
vendor site · Appdome19 answers · 42 citations · 10 models
vendor site · Luciq19 answers · 19 citations · 11 models
vendor site · Zimperium16 answers · 28 citations · 8 models
15 answers · 15 citations · 9 models
vendor site · Softwaresuggest15 answers · 15 citations · 9 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.
34 answers · 10 models
23 answers · 9 models
20 answers · 10 models
20 answers · 10 models
19 answers · 11 models
15 answers · 9 models
15 answers · 7 models
13 answers · 8 models
13 answers · 9 models
13 answers · 7 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 | 51% | 162 | 590 | 11 | 7,127 | $44 | 32 | |
| Guardsquare AppShield / RASP guardsquare.com Guardsquare DexGuard / iXGuard 24%, Guardsquare AppShield / RASP 2% | 27% | 145 | 5,881 | 45 | ||||
| Promon SHIELD promon.io | 2% | 89 | 70 | 1 | 2,403 | 14 | ||
| Zimperium MAPS zimperium.com Zimperium Mobile Application Protection Suite 2%, Zimperium MAPS 0% | 2% | 49 | 10 | 0 | 14,656 | 2 | ||
| DoveRunner AppSealing doverunner.com | 2% | 47 | 0 | 59,044 | 0 | |||
| Approov approov.io | 2% | 25 | 140 | 0 | 1,745 | 8 | ||
| Arxan Application Protection | 2% | |||||||
| Appsolid appsolid.net | 2% | 2 | ||||||
| Appseal.io | 2% | |||||||
| DataTheorem Mobile Protect datatheorem.com | 2% | 1 |
Google's top ten for the three searches hold 16 sites; 3 of them are among the sites the models cited here (g2.com, onespan.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 an enterprise B2B company?”Paraphrase“Which runtime application self-protection for mobile apps would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade app shielding tools and how do they differ?”Budget-constrained“What is the best app shielding tool for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an app shielding tool. What should we look at?”Negative“Which app shielding tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Guardsquare DexGuard / iXGuardAppdomeChangedZimperium MAPSDoveRunner AppSealingno first choicenothing named
Four alternatives
Appdome, Digital.ai Application Protection, Promon SHIELD, Zimperium MAPSTwo alternatives
DoveRunner AppSealing, Zimperium Mobile Application Protection SuiteFour alternatives
Appdome, DoveRunner AppSealing, Irdeto AppShield, PreEmptive DotfuscatorTwo alternatives
Digital.ai Application Protection, Guardsquare DexGuard / iXGuardGPT-5.4 miniGuardsquare DexGuard / iXGuardGuardsquare DexGuard / iXGuardHeldGuardsquare: DexGuard / iXGuardApproovno first choicenothing named
Two alternatives
Guardsquare ThreatCast, IBM MaaS360One alternative
ApproovFive alternatives
Alibaba Cloud Mobile Security Armor, Appdome, F5 Distributed Cloud Mobile App Shield, Promon SHIELD, Zimperium Mobile App ProtectionOne alternative
DexProtectorGemini 3.5 FlashGuardsquare DexGuard / iXGuardGuardsquare DexGuard / iXGuardHeldGuardsquare DexGuard / iXGuardGuardsquare DexGuard / iXGuardagainst: AppSealing, Zimperium MAPSno first choiceagainst: ProGuard, R8
Four alternatives
Appdome, Approov, Digital.ai Application Protection, Promon SHIELDThree alternatives
Appdome, Digital.ai Application Protection, Promon SHIELDFive alternatives
AppSealing, Appdome, Digital.ai Application Security, Jscrambler, Promon SHIELDTwo alternatives
Digital.ai Application Security, Promon SHIELDPerplexity SonarAppdomeAppdomeHeldGuardsquare DexGuard / iXGuardAppdomeno first choiceagainst: Appdome, DoveRunner AppSealing, Hikari, LIAPP, Obfuscator.io, ProGuard/R8, Quixxi SHIELD, UglifyJS
Five alternatives
Arxan Application Protection, DoveRunner AppSealing, Guardsquare DexGuard / iXGuard, Zimperium MAPS, iXGuardThree alternatives
Approov, OneSpan Mobile Application Shielding, Zimperium MAPSEight alternatives
Appdome, Arxan, Digital.ai Application Protection, Jscrambler, OneSpan Mobile Application Shielding, Promon SHIELD, Verimatrix Application Shielding, Zimperium MAPSOne alternative
Guardsquare DexGuard / iXGuardGrok 4.20AppdomeGuardsquare DexGuard / iXGuardChangedagainst: Contrast, DynatraceGuardsquare DexGuard / iXGuardagainst: PreEmptive DotfuscatorAppdomeagainst: Digital.ai Application Protection, DoveRunner AppSealing, OneSpan Mobile Application Shielding, Promon SHIELD, Zimperium MAPSAppdomeagainst: ProGuard/R8against: Appdome, Build38, DexProtector, DoveRunner AppSealing, Guardsquare DexGuard / iXGuard, Jscrambler, LIAPP, Lookout, OneSpan Mobile Application Shielding, PreEmptive Dotfuscator, ProGuard/R8, Promon SHIELD, Zimperium MAPS
Two alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELDThree alternatives
Appdome, OneSpan Mobile Application Shielding, Zimperium MAPSFour alternatives
Appdome, Digital.ai Application Security, Jscrambler, Zimperium Mobile Application Protection SuiteOne alternative
Guardsquare DexGuard / iXGuardFour alternatives
Digital.ai Application Protection, Guardsquare DexGuard / iXGuard, OneSpan Mobile Application Shielding, Zimperium MAPSMistral SmallAppdome, Guardsquare DexGuard / iXGuardAppdomeChangedAppdomeAppdomeagainst: Guardsquare DexGuard / iXGuard, Promon SHIELDno first choicenothing named
Three alternatives
Arxan Application Protection, Promon SHIELD, Zimperium MAPSFour alternatives
Build38, F5 Distributed Cloud Mobile App Shield, Guardsquare DexGuard / iXGuard, Zimperium Mobile Application Protection SuiteDeepSeek V4 FlashAppdomeAppdomeHeldGuardsquare DexGuard / iXGuardAppdomeagainst: Guardsquare DexGuard / iXGuardno first choiceagainst: Arxan, Guardsquare DexGuard / iXGuard
Three alternatives
Digital.ai Application Protection, Guardsquare DexGuard / iXGuard, Promon SHIELDTwo alternatives
Guardsquare DexGuard / iXGuard, Zimperium MAPSFive alternatives
Appdome, Digital.ai Application Protection, PreEmptive Dotfuscator, Promon SHIELD, Zimperium MAPSOne alternative
DoveRunner AppSealingLlama 4 MaverickArxan Application Protectionno first choiceChangedno first choiceno first choiceno first choiceagainst: Appdome, Guardsquare DexGuard / iXGuard, OneSpan Mobile Application Shielding, Zimperium zSHIELD
Four alternatives
Appdome, Guardsquare DexGuard / iXGuard, LIAPP, Promon SHIELDQwen 3.7 FlashAppseal.ioProtego.ioChangedAppdomeGuardsquare DexGuard / iXGuardAppdomenothing named
Four alternatives
Checkmarx One, Mobiscan, Palo Alto Networks, VeracodeTwo alternatives
Appthority by Palo Alto Networks, LookoutFour alternatives
F5 Distributed Cloud Mobile App Shield, Guardsquare DexGuard / iXGuard, Jscrambler, Zimperium MAPSTwo alternatives
Appdome, Promon SHIELDTwo alternatives
Guardsquare DexGuard / iXGuard, Zimperium MAPSKimi K2AppdomeAppdomeHeldAppdomeAppdomeagainst: Promon SHIELDno first choiceagainst: Promon SHIELD
Three alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELD, Zimperium Mobile Application Protection SuiteTwo alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELDFive alternatives
Guardsquare DexGuard / iXGuard, Intertrust, Jscrambler, Promon SHIELD, Zimperium MAPSTwo alternatives
Guardsquare DexGuard / iXGuard, OneSpan Mobile Application ShieldingGLM 4.7 FlashXAppdomeDataTheorem Mobile ProtectChangedGuardsquare DexGuard / iXGuardAppsolidagainst: Guardsquare DexGuard / iXGuard, Promon SHIELDno first choiceagainst: OneSpan Mobile Application Shielding, PreEmptive Dotfuscator, ProGuard, R8
Two alternatives
Guardsquare DexGuard / iXGuard, JscramblerOne alternative
Bureau RASPSeven alternatives
Appdome, F5, OneSpan Mobile Application Shielding, PreEmptive Dotfuscator, Promon SHIELD, Verimatrix Application Shielding, Zimperium MAPSOne alternative
AppdomeMiniMax M2.5Guardsquare DexGuard / iXGuardAppdomeChangedAppdome, Guardsquare DexGuard / iXGuardAppdome, Zimperium Mobile Application Protection Suiteno first choiceagainst: Promon SHIELD, Shield Security plugin
Five alternatives
Appdome, Arxan Guard, DoveRunner AppSealing, OneSpan Mobile Application Shielding, PreEmptive – DashO (Java/Android) & DotfuscatorFour alternatives
Contrast Security, Dynatrace, PreEmptive Dotfuscator, Zimperium Mobile Application Protection SuiteTwo alternatives
DoveRunner AppSealing, Promon SHIELDOne alternative
Approov.ioGPT-6 LunaGuardsquare—DexGuard for Android and iXGuard for iOSAppdomeChangedGuardsquare — DexGuard / iXGuardagainst: Verimatrix XTDAppdomeagainst: Approovno first choiceagainst: Android R8
Two alternatives
Appdome, Promon SHIELDTwo alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELDFour alternatives
Appdome, OneSpan Next-Gen App Shielding, Promon SHIELD, Zimperium MAPSOne alternative
Guardsquare DexGuard / iXGuardMuse Glimmer 30BAppdomeGuardsquare AppShield / RASP, Promon SHIELDChangedAppdomeGuardsquare DexGuard / iXGuardagainst: Appdomeno first choiceagainst: Appdome, Guardsquare DexGuard / iXGuard, OneSpan Mobile Application Shielding, ProGuard/R8, Zimperium zSHIELD
Four alternatives
Arxan Application Protection, Digital.ai Application Protection, Guardsquare DexGuard / iXGuard, Promon SHIELDOne alternative
AppdomeSix alternatives
Digital.ai Application Protection – Arxan, F5 Distributed Cloud Mobile App Shield, Guardsquare DexGuard / iXGuard, OneSpan Mobile Application Shielding, Promon SHIELD, Zimperium Mobile Application Protection Suite – MAPS / zShieldOne alternative
Promon SHIELDBold 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 15:00 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:44 | yes | 3 | 4 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 09:56 | yes | 5 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 18:21 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:39 | yes | 10 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:09 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:57 | yes | 22 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:43 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:23 | no | 0 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:22 | yes | 18 | 43 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:56 | yes | 25 | 79 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:49 | yes | 10 | 82 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 18:34 | yes | 4 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 19:26 | yes | 11 | 14 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:27 | yes | 18 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:03 | yes | 3 | 5 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 13:17 | yes | 10 | 29 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 09:18 | yes | 10 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:23 | yes | 12 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:51 | yes | 5 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:11 | yes | 20 | 47 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:17 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:09 | no | 0 | 34 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:22 | yes | 24 | 36 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:40 | yes | 24 | 233 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:37 | yes | 5 | 26 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:45 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:17 | yes | 15 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:45 | yes | 17 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:48 | yes | 7 | 8 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 09:52 | yes | 10 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:59 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:23 | yes | 7 | 16 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 19:30 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:50 | yes | 23 | 36 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 17:51 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 18:58 | yes | 5 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:59 | yes | 24 | 57 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:53 | yes | 24 | 36 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:41 | yes | 20 | 52 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 19:30 | yes | 7 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:35 | yes | 14 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:38 | yes | 14 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:53 | yes | 2 | 5 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 13:28 | yes | 11 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:45 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:23 | yes | 25 | 18 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:46 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:03 | yes | 23 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 18:54 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:46 | yes | 20 | 89 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 19:25 | yes | 25 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:27 | yes | 25 | 46 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:20 | yes | 22 | 60 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:25 | yes | 2 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:47 | yes | 23 | 31 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:38 | yes | 37 | 21 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:23 | yes | 3 | 9 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 09:49 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:20 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 19:06 | yes | 14 | 18 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:41 | no | 0 | 11 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:45 | yes | 24 | 49 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:35 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:39 | yes | 24 | 87 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:08 | yes | 25 | 78 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:05 | yes | 19 | 26 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:30 | no | 0 | 21 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:47 | yes | 3 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:47 | yes | 15 | 31 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:05 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:48 | yes | 6 | 6 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 10:10 | yes | 7 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:10 | yes | 10 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:06 | yes | 14 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:16 | yes | 5 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:21 | yes | 22 | 42 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:34 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:35 | yes | 23 | 88 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 19:01 | yes | 23 | 31 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:43 | yes | 21 | 93 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:51 | yes | 23 | 65 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:37 | yes | 3 | 20 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:47 | yes | 22 | 33 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 Application Security and Performance read as Cloudflare Application Security
Digital.ai read as Digital.ai Application Protection
Digital.ai (Application Protection — formerly Arxan) read as Digital.ai Application Protection
Digital.ai (Arxan / GuardIT / EnsureIT / TransformIT) read as Digital.ai Application Protection
Digital.ai (Arxan) read as Digital.ai Application Protection
Digital.ai App Protection read as Digital.ai Application Protection
DoveRunner read as DoveRunner AppSealing
DoveRunner (formerly AppSealing) read as DoveRunner AppSealing
DoveRunner (formerly Appsealing) read as DoveRunner AppSealing
GuardSquare 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 + iXGuard + ThreatCast) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard + iXGuard) 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 & IxGuard for iOS) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard for Android + iXGuard for iOS) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard for Android, iXGuard for iOS) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard, iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard/iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare DexGuard read as Guardsquare DexGuard / iXGuard
Guardsquare/DexGuard read as Guardsquare DexGuard / iXGuard
OneSpan read as OneSpan Mobile Application Shielding
OneSpan (formerly Gemalto) read as OneSpan Mobile Application Shielding
OneSpan App Shielding read as OneSpan Mobile Application Shielding
PreEmptive read as PreEmptive Dotfuscator
PreEmptive (DashO/PreEmptive Protection) 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 (SHIELD) read as Promon SHIELD
Promon SHIELD for Mobile read as Promon SHIELD
Promon Shield for Mobile read as Promon SHIELD
Quixxi read as Quixxi SHIELD
Verimatrix read as Verimatrix Application Shielding
Zimperium read as Zimperium MAPS
Zimperium (MAPS - Mobile Application Protection Suite) read as Zimperium MAPS
Zimperium (Mobile Application Protection Suite - MAPS) read as Zimperium MAPS
Zimperium (zShield & MAPS) read as Zimperium MAPS
Unresolved, counted raw
Alibaba Cloud Mobile Security Armor (MSA)
Android R8
Approov.io
Appseal.io
Appthority by Palo Alto Networks
Arxan Guard
Check Point Harmony Mobile
Corellium
DataTheorem Mobile Protect
Digital.ai Application Protection – Arxan
Guards
Guardsquare AppShield / RASP
Guardsquare ThreatCast
Guardsquare with ThreatCast
Guardsquare — DexGuard / iXGuard
Guardsquare: DexGuard / iXGuard
Guardsquare—DexGuard for Android and iXGuard for iOS
Hikari
Intertrust (whiteCryption)
Irdeto
Irdeto AppShield
MetaMap (Zimperium)
Mobiscan
OneSpan App Shielding with runtime protection
OneSpan Next-Gen App Shielding
OpenText Core Application Security
PreEmptive – DashO (Java/Android) & Dotfuscator (.NET)
Protego.io
Shield Security plugin
UglifyJS
Zimperium Mobile App Protection
Zimperium Mobile Application Protection Suite – MAPS / zShield
freeRASP from Talsec
Discontinued, still offered
No shut-down product was recommended here.