Jam records 570,598 monthly visits with -6% month-over-month growth and Freemium, Paid pricing. Surf records 116,252 monthly visits with -18.9% growth and Free, Pro, Max, API credits pricing.
Screen recorder that captures bugs with full technical context
Institution-grade crypto and equities intelligence, delivered through a chat-style AI analyst.
| Dimension / Metric | ||
|---|---|---|
| Official Domain | jam.dev | asksurf.ai |
| Pricing Model | Freemium, Paid | Free, Pro, Max, API credits |
| Monthly Visits | 570.6K (570,598) | 116.25K (116,252) |
| MoM Traffic Delta | -36.7K (-6%) | -27.18K (-18.9%) |
| Primary Market & Share | 🇺🇸 United States (22.5%) | 🇰🇷 South Korea (32.6%) |
| Direct Visits / mo | 443.32K | 88.81K |
| User Rating | 4.6 | 4.2 |
| 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.
Institution-grade crypto and equities intelligence, delivered through a chat-style AI analyst.
Ask questions about tokens, protocols, or equities in plain language and receive answers backed by visible sources rather than unsupported assertions.
Market prices, onchain events, SEC filings, and news are normalized into one structured layer so the model reasons over consistent inputs.
API, MCP server, CLI, and agent skills let teams wire Surf intelligence into their own agents, dashboards, and internal research workflows.
Purpose-built modules for tracking market-moving developments and for looking up structured context on projects and assets.
AI trading indicators, real-trade orderflow and charts in one platform
AI trading indicators, real-trade orderflow and charts in one platform
Global macro data and AI research platform for smarter economic decisions
Global macro data and AI research platform for smarter economic decisions
SpecialistPlans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.
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 investing copilot for stock research, screening and market signals
AI investing copilot for stock research, screening and market signals
AI-driven market analysis for faster, data-backed investing decisions
AI-driven market analysis for faster, data-backed investing decisions
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.
Options flow, dark pools and dealer gamma with an AI analyst built in
Options flow, dark pools and dealer gamma with an AI analyst built in
Real-time social sentiment and market intelligence across 40+ categories
Real-time social sentiment and market intelligence across 40+ categories
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.
SpecialistAutomates web and mobile testing across platforms, focusing on end-to-end QA rather than instant bug reporting.
SpecialistAutomates web and mobile testing across platforms, focusing on end-to-end QA rather than instant bug reporting.
SpecialistInstitutional-depth market research with an AI copilot that builds, backtests, and screens for you
SpecialistInstitutional-depth market research with an AI copilot that builds, backtests, and screens for you
