GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language
Jam records 570,598 monthly visits with -6% month-over-month growth and Freemium, Paid pricing. TestDriver records 10,353 monthly visits with +7.1% growth and Free Trial, Paid, Contact for Pricing pricing.

AI code review that runs your app on every pull request
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | jam.dev | testdriver.ai |
| Pricing Model | Freemium, Paid | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 570.6K (570,598) | 10.35K (10,353) |
| MoM Traffic Delta | -36.7K (-6%) | +688 (+7.1%) |
| Primary Market & Share | 🇺🇸 United States (22.5%) | 🇺🇸 United States (64.8%) |
| Direct Visits / mo | 443.32K | 4.09K |
| User Rating | 4.6 | 4.4 |
| Supported Platforms | Website | Website |
Screen recorder that captures bugs with full technical context
Record your screen or grab a screenshot from the browser extension, the iOS app, or the Mac app.
Available console logs, network requests, user events, and device details ride along with every recording.
Automatic title, summary, and reproduction steps give developers and agents a clear place to begin.
Push Jams into Linear, Jira, or Slack for triage, or into AI coding tools for investigation.

AI code review that runs your app on every pull request
TestDriver reviews every pull request automatically, reads the diff with its vision agent, and generates end-to-end tests straight from the PR content to prove the new behavior works.
Tests run your actual application in a real desktop sandbox—clicking, typing and reading the screen—so they catch runtime and visual bugs, not just code diffs.
When the UI shifts and a cached element no longer matches, the AI finds it again, updates the cache and continues, so tests survive redesigns without rewrites.
Once a test passes, TestDriver opens a fresh pull request with the generated Vitest test code committed, so coverage lands in your repo alongside the change it protects.
GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

All-in-one AppSec platform that finds and auto-fixes vulnerabilities
All-in-one AppSec platform that finds and auto-fixes vulnerabilities

SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.
SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.

AI-native offensive security: continuous red teaming, white-box pentests, and PR review
Agentic end-to-end testing that writes, runs and heals your test suite
Agentic end-to-end testing that writes, runs and heals your test suite

AI code review and status updates that keep every repo on track
AI code review and status updates that keep every repo on track

Free / Open-sourceOpen-source, human-readable UI testing for mobile and web
Free / Open-sourceOpen-source, human-readable UI testing for mobile and web
Agentic AI QA engineer for web, iOS, and Android testing
Agentic AI QA engineer for web, iOS, and Android testing

AI testing platform for the entire software testing lifecycle
AI testing platform for the entire software testing lifecycle

Autonomous AI QA agents that verify your web and mobile app on every pull request
Autonomous AI QA agents that verify your web and mobile app on every pull request

SpecialistTriages incidents using telemetry and codebase models, offering deeper engineering insights than standard bug reporters.
SpecialistTriages incidents using telemetry and codebase models, offering deeper engineering insights than standard bug reporters.

Agentic QA that tests every change like a real user and opens the fix PR
Agentic QA that tests every change like a real user and opens the fix PR