
The AI coding agent for building ambitious software
The AI coding agent for building ambitious software
Jam records 570,598 monthly visits with -6% month-over-month growth and Freemium, Paid pricing. Multiplayer records 4,743 monthly visits with -16.5% growth and Freemium pricing.

The debugging agent that connects your coding agent to production
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | jam.dev | multiplayer.app |
| Pricing Model | Freemium, Paid | Freemium |
| Monthly Visits | 570.6K (570,598) | 4.74K (4,743) |
| MoM Traffic Delta | -36.7K (-6%) | -937 (-16.5%) |
| Primary Market & Share | 🇺🇸 United States (22.5%) | 🇺🇸 United States (64.1%) |
| Direct Visits / mo | 443.32K | 1.86K |
| User Rating | 4.6 | 4.3 |
| 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.

The debugging agent that connects your coding agent to production
Combines frontend screens, backend traces and logs, and request/response headers into a single correlated view of what went wrong.
Avoids the random sampling that leaves holes in observability data, so the specific request that triggered a bug is still available.
Routes issues to Claude Code, Codex, Copilot or whichever agent your team already uses, with no need to adopt a proprietary alternative.
Runs alongside your agent, caches sessions locally and sends only the data for identified issues - and never requires access to your code.

The AI coding agent for building ambitious software
The AI coding agent for building ambitious software
Google's agent-first development platform for building and shipping software with AI agents
Google's agent-first development platform for building and shipping software with AI agents
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
SpecialistPlans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.

The environments frontier AI trains on, and the agents that do the recurring work
The environments frontier AI trains on, and the agents that do the recurring work

AI-powered terminal and agentic software factory for development teams
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway

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.

Track, evaluate, and ship AI models and agents in one connected environment.
Track, evaluate, and ship AI models and agents in one connected environment.

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
SpecialistAutomatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
SpecialistAutomatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
SpecialistRuns end-to-end AI tests to find application bugs, replacing manual bug recording with autonomous verification.
SpecialistRuns end-to-end AI tests to find application bugs, replacing manual bug recording with autonomous verification.