Index › IT › Products › R8 · November 2026 Edition
Application shielding · Named, not ranked

R8

–Too few to rank
5/14Models named it
1First choices
3Warnings
November 2026 Edition · all company sizes counted.
Ranked inApplication shielding #19 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. R8 has 2.

Why models recommend it

“Best Free Android Obfuscator: R8 / ProGuard ... 100% free, built-in, and requires no third-party vendor”Gemini 3.5 Flash · Budget-constrained question · first choice

What gives them pause

“it lacks "Active Defense" features... leaves you exposed to serious tampering”Qwen 3.7 Flash · Comparative question · warning

Also on the shortlist

The products named in the same answers as R8, over the 10 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named R8 came back with. A fact about retrieval, not a cause of the answer.

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. These counts come from 8 of the 10 answers that named R8 and are not a share of its labels.

Domains cited

g2.com4
guideflow.com4
doverunner.com3
gartner.com3
github.com3
preemptive.com3
agentpedia.codes2
appdome.com2
arxiv.org2
bugsmirror.com2

No domain is on file for R8, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on R8 across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash10001
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000