Shiplight AI records 33,676 monthly visits with -8.2% month-over-month growth and Contact for Pricing pricing. Trae records 702,366 monthly visits with -7.8% growth and Freemium pricing.
Agent-native end-to-end testing that maintains itself
An AI IDE and coding agent that works on your project, not just your cursor
| Dimension / Metric | | |
|---|---|---|
| Official Domain | shiplight.ai | trae.ai |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 33.68K (33,676) | 702.37K (702,366) |
| MoM Traffic Delta | -3.02K (-8.2%) | -59.77K (-7.8%) |
| Primary Market & Share | 🇻🇳 Vietnam (20%) | 🇨🇳 China (44.6%) |
| Direct Visits / mo | 13.84K | 373.24K |
| User Rating | 4.3 | 4.7 |
| Supported Platforms | Website | Website |
Agent-native end-to-end testing that maintains itself
Install Shiplight into Claude Code, Cursor, Codex, VS Code or Antigravity so your agent can drive a real browser and author tests.
Tests describe user intent in plain-language YAML committed to your repo, reviewable in pull requests and editable in a local debugger.
Stale locators are re-read and re-resolved with AI mid-run, so intended changes heal automatically while real bugs still fail.
The same test file runs locally, on Shiplight-hosted CI runners, or on your own infrastructure, with results posted to the PR.
An AI IDE and coding agent that works on your project, not just your cursor
Trae reads your project files and dependencies, so its suggestions account for how the codebase is actually structured rather than treating each file in isolation.
Describe a task and the agent plans and applies multi-file edits, shows a diff for review, and can run terminal commands as part of the change.
Ask questions about unfamiliar code, get inline explanations, and have bugs or failing tests diagnosed and fixed with context.
TraeCode covers the coding workflow, while TraeWork applies an AI assistant to everyday knowledge tasks — both download for desktop, with a web option.
SpecialistAnthropic's frontier AI workspace powered by Claude 5.5 for agentic coding, analysis, and nuanced writing.
SpecialistAnthropic's frontier AI workspace powered by Claude 5.5 for agentic coding, analysis, and nuanced writing.
Offers much deeper IDE integration and superior multi-file editing, but requires a paid subscription for full features.
Offers much deeper IDE integration and superior multi-file editing, but requires a paid subscription for full features.
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
SpecialistExcels at instant browser-based cloud deployment and full-stack app generation, but is less suited for heavy local multi-repo workflows.
SpecialistExcels at instant browser-based cloud deployment and full-stack app generation, but is less suited for heavy local multi-repo workflows.
Free / Open-sourceProvides ultimate extensibility and open-source flexibility, but requires assembling your own extension stack to match Trae's native AI features.
Free / Open-sourceProvides ultimate extensibility and open-source flexibility, but requires assembling your own extension stack to match Trae's native AI features.
Provides powerful codebase-wide agentic planning and completion, but operates primarily as a plugin rather than a dedicated IDE.
Provides powerful codebase-wide agentic planning and completion, but operates primarily as a plugin rather than a dedicated IDE.
Uses rigorous spec-driven engineering plans to verify changes, though with a more structured and rigid workflow than Trae.
Uses rigorous spec-driven engineering plans to verify changes, though with a more structured and rigid workflow than Trae.
SpecialistOperates as a fully autonomous software engineer that opens pull requests, but is much more expensive and task-oriented.
SpecialistOperates as a fully autonomous software engineer that opens pull requests, but is much more expensive and task-oriented.
SpecialistFocuses on terminal-first workflows with open-weight models, but lacks the graphical multi-file interface of Trae.
SpecialistFocuses on terminal-first workflows with open-weight models, but lacks the graphical multi-file interface of Trae.
GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language
SpecialistEnhances terminal productivity with built-in AI commands, but doesn't provide a full GUI-based code editor like Trae.
SpecialistEnhances terminal productivity with built-in AI commands, but doesn't provide a full GUI-based code editor like Trae.
SpecialistDelivers superior enterprise codebase context and team governance, but focuses heavily on corporate deployments rather than individual developers.
SpecialistDelivers superior enterprise codebase context and team governance, but focuses heavily on corporate deployments rather than individual developers.
