An AI-powered assistant integrated into Jira Cloud that provides automated security recommendations for software development. It helps developers write secure-by-design code, streamlines AppSec reviews, and embeds security directly into the SDLC.
Kilo is an open-source, all-in-one AI coding agent and orchestration platform designed to accelerate software development. It integrates seamlessly into your workflow via VS Code, JetBrains IDEs, and the CLI, offering access to 500+ AI models, automated code reviews, cloud agents, and deployment tools—all while emphasizing transparency, control, and developer productivity.
Product overview
AppSec Assistant Product overview
An AI-powered assistant integrated into Jira Cloud that provides automated security recommendations for software development. It helps developers write secure-by-design code, streamlines AppSec reviews, and embeds security directly into the SDLC.
Kilo Product overview
Kilo is an open-source, all-in-one AI coding agent and orchestration platform designed to accelerate software development. It integrates seamlessly into your workflow via VS Code, JetBrains IDEs, and the CLI, offering access to 500+ AI models, automated code reviews, cloud agents, and deployment tools—all while emphasizing transparency, control, and developer productivity.
Detailed feature comparison
| Feature | AppSec Assistant | Kilo |
|---|---|---|
| Primary category | Code Security | Ai Code Assistant |
| Added | 2025-08-07 | 2026-03-18 |
| Pricing | Freemium | Freemium |
| Official website | appsecassistant.com | kilo.ai |
| Product type | Browser extension | Browser extension |
| Performance data | ||
| User rating | Not verified | Not verified |
| Comments | 0 | 0 |
| Monthly visits | 4K | 1.4M |
| Monthly growth | Not verified | -21.8% |
| Favorites | 120 | 17 |
| Details | View details | View details |
AppSec Assistant vs Kilo monthly traffic
Compare AppSec Assistant and Kilo by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
How to interpret the traffic data
In the AppSec Assistant vs Kilo monthly traffic comparison, AppSec Assistant currently shows 4K visits and Kilo shows 1.4M; Kilo has about 337.2 times the visible traffic of AppSec Assistant, an absolute difference of about 1.3M visits. This reflects visible reach, not feature quality or paid users.
Only Kilo has complete third-party traffic details; AppSec Assistant uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
AppSec Assistant monthly traffic:
Latest traffic
Kilo monthly traffic:
Latest traffic
Monthly traffic trend
- 2026/1: 1.1M Monthly visits
- 2026/2: 1.9M Monthly visits
- 2026/3: 1.9M Monthly visits
- 2026/4: 1.7M Monthly visits
- 2026/5: 1.4M Monthly visits
Top regions
Top 5 countries/regions
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 33.7% | 456.2K |
| 🇨🇳China | 20.01% | 270.9K |
| 🇮🇳India | 19.24% | 260.5K |
| 🇻🇳Vietnam | 17.14% | 232K |
| 🇮🇩Indonesia | 9.91% | 134.2K |
Traffic sources
| Source type | Percentage | Traffic |
|---|---|---|
| Direct | 84.14% | 1.1M |
| Referral | 13.52% | 183K |
| 2.34% | 31.7K |
Search keywords
Usage comparison
Compare the core capabilities of AppSec Assistant and Kilo
AppSec Assistant Core features
Kilo Core features
Use cases
AppSec Assistant Use cases
Kilo Use cases
Best suited roles
AppSec Assistant Best suited roles
Kilo Best suited roles
AppSec Assistant vs Kilo:In-depth comparison and selection guidance
First decide whether the products solve the same kind of need
This in-depth AppSec Assistant vs Kilo comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. AppSec Assistant is primarily listed under “Code Security”, while Kilo is primarily listed under “Ai Code Assistant”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (AppSec Assistant: Code Security; Kilo: Ai Code Assistant); Monthly visits (AppSec Assistant: 4K; Kilo: 1.4M); Favorites (AppSec Assistant: 120; Kilo: 17); Website (AppSec Assistant: appsecassistant.com; Kilo: kilo.ai); Added (AppSec Assistant: 2025-08-07; Kilo: 2026-03-18). These facts are more useful for selection than brand visibility alone.
What market visibility and monthly traffic mean
In the AppSec Assistant vs Kilo monthly traffic comparison, AppSec Assistant currently shows 4K visits and Kilo shows 1.4M; Kilo has about 337.2 times the visible traffic of AppSec Assistant, an absolute difference of about 1.3M visits. This reflects visible reach, not feature quality or paid users.
Only Kilo has complete third-party traffic details; AppSec Assistant uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
The current traffic scope is not sufficient for a reliable product ranking. Treat monthly visits as a market-interest signal, then decide using taxonomy, use cases, pricing, and a like-for-like trial rather than reading exposure as product capability.
Product positioning, use cases, and roles
AppSec Assistant and Kilo currently overlap in shared categories: Project Management; shared tags: code review and software development. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
AppSec Assistant's unique categories/tags are Code Security, Devops, AI assistant, AppSec, DevSecOps, jira, Llama 3, and OpenAI; Kilo's are Ai Code Assistant, Ai Platform, ai agents, ai coding assistant, CLI tool, cloud computing, jetbrains plugin, and open source. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
What ratings, comments, and favorites can tell you
AppSec Assistant has no verified rating, 0 comments, 120 favorites, and 113 likes;Kilo has no verified rating, 0 comments, 17 favorites, and 12 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Selection guidance by actual need
When to evaluate AppSec Assistant first
Put AppSec Assistant on the priority trial list when the task aligns with “Code Security” and especially Code Security, Devops, AI assistant, AppSec, DevSecOps, and jira. This follows recorded positioning and does not imply unlisted capabilities are absent.
AppSec Assistant also currently records: pricing is freemium, product type is browser extension, 4K on-site monthly views, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
When to evaluate Kilo first
Put Kilo on the priority trial list when the task aligns with “Ai Code Assistant” and especially Ai Code Assistant, Ai Platform, ai agents, ai coding assistant, CLI tool, and cloud computing, or the users include DevOps Engineer, Engineering Manager, Full-Stack Developer, and Product Manager. This follows recorded positioning and does not imply unlisted capabilities are absent.
Kilo also currently records: pricing is freemium, product type is browser extension, 1.4M verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
How to validate the recommendation before deciding
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in AppSec Assistant and Kilo, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
Comparison FAQ
How should I choose between AppSec Assistant and Kilo?
Where does this comparison data come from?
What do unknown fields mean?
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