Application shielding for small business buyers
Asked as “app shielding tool”, and as “runtime application self-protection for mobile apps”, on behalf of a small B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
23%
Contested · AppTego 15%
23Appdome15AppTego08AppSealing54others
23% of first choices, contested.
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.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
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 Promon SHIELDGuardsquare DexGuard / iXGuard vs LIAPPGuardsquare DexGuard / iXGuard vs AppSealingGuardsquare DexGuard / iXGuard vs DoveRunner AppSealingGuardsquare DexGuard / iXGuard vs Promon SHIELDLIAPP vs AppSealingLIAPP vs DoveRunner AppSealingLIAPP vs Promon SHIELDAppSealing vs DoveRunner AppSealingAppSealing vs Promon SHIELDDoveRunner AppSealing vs Promon SHIELD
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 →
01
02
03
04
05L06
07C08
09D10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Appdome23%
Appdome23%02AppTego15%
AppTego15%03DoveRunner AppSealing8%
DoveRunner AppSealing8%04AppSealing8%
AppSealing8%05Approov4%
Approov4%06LIAPP4%
07Promon SHIELD4%
Promon SHIELD4%08Cloudflare Application Security0%
09Guardsquare DexGuard / iXGuard0%
Guardsquare DexGuard / iXGuard0%10DexGuard0%
11Verimatrix Application Shielding0%
Verimatrix Application Shielding0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, 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.
Appdome31%
15 of 48 labels negative · 9 of 14 models · 5 hard negative
“What to avoid - **Appdome** — powerful but quote-only pricing, minimum spend is high, designed for enterprise scale.” DeepSeek V4 Flash, paraphrase prompt
Guardsquare DexGuard / iXGuard38%
12 of 32 labels negative · 8 of 14 models · 4 hard negative
“Tools/Types to **Avoid** (Rarely suitable for SMBs): Enterprise-heavy SDK-based solutions like Guardsquare (DexGuard/iXGuard)” Grok 4.1 Fast, negative prompt
Promon SHIELD26%
6 of 23 labels negative · 5 of 14 models · 1 hard negative
“Why you should avoid Appdome, Guardsquare, and Promon” GLM 4.7 FlashX, direct prompt
OneSpan Mobile Application Shielding80%
4 of 5 labels negative · 4 of 14 models · 2 hard negative
“That level of expertise demand and intricate CI/CD integration tends to be a poor fit for resource-constrained small teams.” Muse Glimmer 30B, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 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. 1113 links across 170 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · FitGap52 answers · 73 citations · 12 models
vendor site · G250 answers · 125 citations · 13 models
vendor site · SourceForge40 answers · 59 citations · 10 models
vendor site · ZipDo.co35 answers · 46 citations · 11 models
vendor site · Softwaresuggest32 answers · 33 citations · 10 models
vendor site · Luciq31 answers · 31 citations · 11 models
28 answers · 30 citations · 9 models
24 answers · 37 citations · 10 models
24 answers · 24 citations · 11 models
vendor site · Promon23 answers · 29 citations · 11 models
vendor site · PreEmptive20 answers · 24 citations · 10 models
20 answers · 20 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.
41 answers · 11 models
32 answers · 10 models
31 answers · 11 models
30 answers · 10 models
28 answers · 9 models
23 answers · 11 models
22 answers · 9 models
20 answers · 7 models
20 answers · 10 models
19 answers · 10 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 | 23% | 148 | 590 | 11 | 7,127 | $44 | 32 | |
| AppTego apptego.com | 15% | 32 | 0 | 0 | ||||
| Talsec talsec.app Talsec 6%, Talsec freeRASP 4% | 10% | 9 | ||||||
| DoveRunner AppSealing doverunner.com | 8% | 46 | 0 | 59,044 | 0 | |||
| AppSealing appsealing.com | 8% | 27 | 30 | 2 | 10 | |||
| Approov approov.io | 4% | 31 | 140 | 0 | 1,745 | 8 | ||
| LIAPP | 4% | 40 | 2 | |||||
| Promon SHIELD promon.io | 4% | 84 | 70 | 1 | 2,403 | 14 | ||
| Zimperium zimperium.com Zimperium zSHIELD 4%, Zimperium 0% | 4% | 20 | 1,300 | 49 | 14,656 | 2 | ||
| ProGuard | 2% | 2,900 | 244 |
Google's top ten for the three searches hold 16 sites; 4 of them are among the sites the models cited here (g2.com, gartner.com, preemptive.com, sourceforge.net). 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 small B2B company?”Paraphrase“Which runtime application self-protection for mobile apps would you recommend to a small business that sells to other businesses?”Comparative“What are the top app shielding tools for a small team and how do they differ?”Budget-constrained“What is the best app shielding tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an app shielding tool. What should we look at?”Negative“Which app shielding tools should a small business avoid or be cautious about?”
Claude Haiku 4.5AppdomeLIAPPChangedagainst: freeRASPDoveRunner AppSealing, LIAPPXopProtectorno first choicenothing named
Three alternatives
Cloudflare Application Security, DoveRunner AppSealing, LIAPPOne alternative
PradeoTwo alternatives
Appdome, Zimperium MAPSTwo alternatives
Appdome, LIAPPGPT-5.4 miniApproovAppdomeChangedAppdome, Guardsquare DexGuard / iXGuardagainst: ProGuard/R8freeRASPagainst: Appdome, KOBIL AppShieldno first choicenothing named
Two alternatives
Guardsquare DexGuard / iXGuard, Talsec Free RASPTwo alternatives
DoveRunner AppSealing, LIAPPGemini 3.5 FlashAppSealingagainst: Guardsquare DexGuard / iXGuardTalsecChangedagainst: Guardsquare DexGuard / iXGuardAppSealing, ProGuard/R8against: AppdomeAppSealing, ProGuard, R8, SwiftShieldagainst: Appdome, DexGuard, Promon SHIELDno first choiceagainst: Digital.ai Application Protection, OneSpan, Promon SHIELD, Verimatrix Application Shielding
Three alternatives
Appdome, Approov, PreEmptive DotfuscatorTwo alternatives
Appdome, ApproovTwo alternatives
Approov, PreEmptive SolutionsFour alternatives
Approov, Google Play Integrity API, JSObfuscator, PreEmptive DotfuscatorPerplexity SonarAppdomeAppdomeHeldAppdome, Promon SHIELDAppTegoagainst: DexGuardno first choiceagainst: DoveRunner AppSealing
Two alternatives
DexGuard, DoveRunner AppSealingThree alternatives
Approov, OneSpan Mobile Application Shielding, Zimperium MAPSThree alternatives
DexGuard, PreEmptive Dotfuscator, Zimperium zSHIELDTwo alternatives
Cloudflare Application Security, Quixxi SHIELDGrok 4.1 FastAppdomeTalsecChangedagainst: Promon SHIELDAppdome, DoveRunner AppSealingLIAPPagainst: DexGuard, ProGuardAppdomeagainst: Appdome, Cloudflare WAF extensions, F5, Guardsquare DexGuard / iXGuard, Imperva, OneSpan Mobile Application Shielding, Verimatrix Application Shielding
Four alternatives
Guardsquare DexGuard / iXGuard, OneSpan, Promon SHIELD, zShield/DoveRunnerOne alternative
AppdomeOne alternative
Guardsquare DexGuard / iXGuardTwo alternatives
DoveRunner AppSealing, zShieldFive alternatives
AppTego, DexProtector, Guardsquare DexGuard / iXGuard, Promon SHIELD, Verimatrix XTDMistral SmallProtectt.ai CodeProtectt, Zimperium zSHIELDAppdomeChangedDoveRunner AppSealingagainst: Digital.ai Application ProtectionDoveRunner AppSealingno first choicenothing named
One alternative
NowSecureOne alternative
ZimperiumTwo alternatives
Guardsquare DexGuard / iXGuard, Seclron Mobile Security SuiteDeepSeek V4 FlashAppTegoagainst: Appdome, DexGuard, Zimperium zSHIELDTalsecChangedagainst: Appdome, Contrast Security ADR, Veracode RuntimeAppSealingagainst: Guardsquare DexGuard / iXGuardAppTegoAppdomeagainst: Zimperium MAPSagainst: OneSpan's Mobile Security, Zimperium's MAPS platform
One alternative
AppSealingThree alternatives
Appdome, DoveRunner AppSealing, Promon SHIELDTwo alternatives
DoveRunner AppSealing, LIAPPThree alternatives
AppTego, DoveRunner AppSealing, Guardsquare DexGuard / iXGuardLlama 4 Maverickno first choiceno first choiceHeldno first choiceno first choiceno first choiceagainst: DoveRunner AppSealing
Qwen 3.7 FlashAppsealApproovChangedagainst: F5, ImpervaAppknox, NowSecure AppSec Platformagainst: Fortify Mobile SecurityAppTegoagainst: Appdome, NowSecure, Verimatrix Application Shieldingno first choiceagainst: Appdome, Guardsquare DexGuard / iXGuard, OneSpan, Verimatrix Application Shielding
Four alternatives
Guardrails, Guardsquare DexGuard / iXGuard, Hexowise, ProxymityTwo alternatives
Appdome, MASSTOne alternative
MobSFThree alternatives
Cloudflare Application Security, DoveRunner AppSealing, JscramblerFour alternatives
Checkmarx Mobile, Protecht, SOTI ONE, ZimperiumKimi K2DoveRunner AppSealingagainst: Guardsquare DexGuard / iXGuard, Promon SHIELDDoveRunner AppSealingHeldPromon SHIELDagainst: Guardsquare DexGuard / iXGuardTalsec freeRASPDoveRunner AppSealingagainst: Appdome, Dynatrace, OneSpan Mobile Application Shielding, Radware, Zimperium MAPS
One alternative
ApproovTwo alternatives
Guardsquare DexGuard / iXGuard, Zimperium Mobile Application Protection SuiteTwo alternatives
DoveRunner AppSealing, Verimatrix XTDFour alternatives
DoveRunner AppSealing, ProGuard, Virbox Protector, XopProtectorTwo alternatives
Cloudflare Application Security, JscramblerGLM 4.7 FlashXVirbox Protectoragainst: Appdome, Guardsquare DexGuard / iXGuard, Promon SHIELDAppdomeChangedagainst: Pradeo RASP, Zimperium Mobile Application Protection SuiteAppTegoOpen Obfuscatoragainst: Appdome, Guardsquare DexGuard / iXGuardno first choiceagainst: Appdome, Cloudflare Application Security, OneSpan Mobile Application Shielding
One alternative
DoveRunner AppSealingFour alternatives
Appdome, DexGuard, DoveRunner AppSealing, Verimatrix XTDTwo alternatives
Cloudflare Application Security, ProGuardMiniMax M2.5Promon SHIELD, Zimperium zSHIELDAppSealingChangedDoveRunner AppSealingagainst: Guardsquare DexGuard / iXGuardAppTegoagainst: DoveRunner AppSealingno first choiceagainst: Appdome, Cloudflare Application Security
Two alternatives
Approov, Talsec RASP+Two alternatives
Appdome, Cloudflare Application SecurityOne alternative
LIAPPGPT-6 LunaAppdomePromon SHIELDChangedAppdome, Promon SHIELDagainst: Digital.ai Application SecurityTalsec freeRASPno first choicenothing named
Two alternatives
Guardsquare DexGuard / iXGuard, Promon SHIELDOne alternative
AppdomeTwo alternatives
AppSealing, Guardsquare DexGuard / iXGuardMuse Glimmer 30BAppdomeagainst: Guardsquare DexGuard / iXGuardAppSealingChangedXopProtectoragainst: Guardsquare DexGuard / iXGuard, Promon SHIELDAppTegoagainst: Appdome, Verimatrix Application ShieldingAppTegoagainst: Appdome, OneSpan Mobile Application Shielding
Two alternatives
AppTego, Promon SHIELDTwo alternatives
Appdome, ApproovTwo alternatives
Appdome, DoveRunner – formerly AppSealingThree alternatives
Obfuscapk, ProGuard, R8Three alternatives
Appdome, Guardsquare DexGuard / iXGuard, 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-04 22:24 | yes | 16 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:26 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:10 | yes | 21 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 00:46 | yes | 16 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:47 | yes | 22 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:46 | yes | 5 | 11 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:10 | yes | 22 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:25 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:21 | no | 0 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:56 | yes | 15 | 22 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:41 | yes | 22 | 48 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:28 | yes | 9 | 38 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:18 | yes | 4 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:06 | yes | 14 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:21 | yes | 18 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:33 | yes | 3 | 8 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:11 | yes | 14 | 29 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:38 | yes | 18 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:54 | yes | 23 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:29 | yes | 15 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:54 | yes | 22 | 48 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:36 | yes | 5 | 9 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:38 | yes | 5 | 32 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:09 | yes | 19 | 26 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:05 | yes | 24 | 52 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:20 | yes | 11 | 46 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:53 | yes | 3 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:17 | yes | 13 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:15 | yes | 17 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:47 | yes | 6 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:17 | yes | 17 | 34 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:47 | yes | 16 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:40 | yes | 18 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:36 | yes | 16 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:19 | yes | 23 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:01 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:35 | yes | 9 | 49 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:11 | yes | 24 | 93 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:46 | yes | 18 | 26 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:10 | yes | 20 | 31 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:16 | yes | 7 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:00 | yes | 23 | 41 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:13 | yes | 16 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:39 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:56 | yes | 12 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:31 | yes | 31 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:25 | yes | 19 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:40 | yes | 13 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:14 | yes | 24 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:54 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:18 | yes | 8 | 22 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:01 | yes | 19 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:17 | yes | 22 | 93 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:47 | yes | 15 | 35 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:07 | yes | 3 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:15 | yes | 12 | 20 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:41 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:41 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:18 | yes | 7 | 29 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 01:20 | yes | 17 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:42 | yes | 17 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:52 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:56 | yes | 23 | 101 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:17 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:54 | no | 0 | 23 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:54 | yes | 10 | 15 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:17 | yes | 22 | 56 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:24 | no | 0 | 47 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:24 | yes | 2 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:49 | yes | 19 | 31 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:25 | yes | 19 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:58 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:39 | yes | 16 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 23:21 | yes | 18 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:42 | yes | 18 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:07 | yes | 5 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:42 | yes | 25 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:49 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:13 | yes | 19 | 126 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:20 | yes | 25 | 27 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:55 | yes | 23 | 28 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:59 | yes | 11 | 31 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:39 | yes | 4 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:17 | yes | 13 | 28 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Cloudflare read as Cloudflare Application Security
Digital.ai (formerly Arxan) read as Digital.ai Application Protection
DoveRunner read as DoveRunner AppSealing
DoveRunner (AppSealing) read as DoveRunner AppSealing
DoveRunner (formerly AppSealing) read as DoveRunner AppSealing
DoveRunner (formerly known as AppSealing) read as DoveRunner AppSealing
Doverunner read as DoveRunner AppSealing
Guardsquare read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard + iXGuard) 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) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard/ProGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard/iXGuard + AppSweep) read as Guardsquare DexGuard / iXGuard
Guardsquare (DexGuard/iXGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare (ProGuard/DexGuard) read as Guardsquare DexGuard / iXGuard
Guardsquare DexGuard read as Guardsquare DexGuard / iXGuard
Guardsquare – DexGuard for Android / iXGuard for iOS read as Guardsquare DexGuard / iXGuard
Guardsquare/DexGuard read as Guardsquare DexGuard / iXGuard
OneSpan APP SHIELDING read as OneSpan Mobile Application Shielding
OneSpan App Shielding read as OneSpan Mobile Application Shielding
PreEmptive read as PreEmptive Dotfuscator
PreEmptive (Dotfuscator & JSDefender) read as PreEmptive Dotfuscator
PreEmptive (Dotfuscator/DashO) read as PreEmptive Dotfuscator
Promon read as Promon SHIELD
Promon Shield for Mobile read as Promon SHIELD
Verimatrix read as Verimatrix Application Shielding
Unresolved, counted raw
ARMO
Apple's App Attest
Appseal
Arxan Technologies
Check Point SandBlast Mobile
Checkmarx Mobile
Cloudflare WAF extensions
Contrast Security ADR
DexPack
Digitalai
DoveRunner – formerly AppSealing
Fortify Mobile Security (by HCL)
Google Play App Defense
Google Play Integrity API
Google's Play Integrity API
Hexawise
Hexowise
JailMonkey/Rootbeer
KOBIL AppShield
MASST (Mobile Application Security Suite & Tools)
NowSecure AppSec Platform
OneSpan's Mobile Security
Ostorlab
Pradeo RASP
Pradeo Security
PreEmptive Solutions
Proxymity
Raiffeisenbank shielding
SecIron
Seclron
SwiftShield
Talsec Free RASP
Talsec RASP+
Veracode Runtime
Verimatrix Shielding
zShield
zShield/DoveRunner
Discontinued, still offered
No shut-down product was recommended here.