
Delivers powerful reasoning and broad file analysis, but with smaller default context limits for raw documents.
Delivers powerful reasoning and broad file analysis, but with smaller default context limits for raw documents.
Kimi AI records 19,632,261 monthly visits with -23.4% month-over-month growth and Free pricing. Liminary records 12,246 monthly visits with -30.4% growth and Freemium pricing.

An AI memory layer that resurfaces your research when it matters
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | kimi.com | liminary.io |
| Pricing Model | Free | Freemium |
| Monthly Visits | 19.63M (19,632,261) | 12.25K (12,246) |
| MoM Traffic Delta | -5.98M (-23.4%) | -5.34K (-30.4%) |
| Primary Market & Share | 🇨🇳 China (70.7%) | 🇺🇸 United States (59.1%) |
| Direct Visits / mo | 13.93M | 4.87K |
| User Rating | 4.7 | 4.1 |
| Supported Platforms | Website | Website |

Moonshot AI's long-context assistant for research, coding, and agentic work
Feed in lengthy documents, papers, or code and ask questions across the full text without losing earlier context.
Hand over multi-step jobs that involve planning, browsing, and tool use instead of only single-turn answers.
Generate structured research reports, slide decks, and formatted documents directly from your prompt or source files.
Extend capabilities with plugins and set recurring jobs so the assistant keeps working between sessions.

An AI memory layer that resurfaces your research when it matters
Capture web pages, PDFs, videos, reports and LLM chats while you browse, then annotate them with your own notes and context.
Instead of waiting for a search, Liminary surfaces the relevant saved material while you write and inside meetings.
A meeting companion that pulls in the right information at the right moment, then saves the summary, full transcript and your notes for later recall.
Every answer points back to where it came from, internal or external, so you can verify claims rather than trust a black box.

Delivers powerful reasoning and broad file analysis, but with smaller default context limits for raw documents.
Delivers powerful reasoning and broad file analysis, but with smaller default context limits for raw documents.

Offers massive context windows and multimodal document analysis, but lacks Kimi's specialized Chinese research ecosystem integrations.
Offers massive context windows and multimodal document analysis, but lacks Kimi's specialized Chinese research ecosystem integrations.
Provides exceptional long-form document comprehension and coding artifacts, but lacks Kimi's native long-context chat workflow.
Provides exceptional long-form document comprehension and coding artifacts, but lacks Kimi's native long-context chat workflow.
Free / Open-sourceProvides high-efficiency reasoning and coding capabilities, but focuses less on dedicated multi-document consumer research workflows.
Free / Open-sourceProvides high-efficiency reasoning and coding capabilities, but focuses less on dedicated multi-document consumer research workflows.
SpecialistExcels at cited web search and live research, but offers less robust local file and document analysis.
SpecialistExcels at cited web search and live research, but offers less robust local file and document analysis.

Share and access study materials worldwide — with AI study tools built in
Share and access study materials worldwide — with AI study tools built in

SpecialistDelivers powerful multilingual and long-context foundation models, but requires connecting to your own interface or API.
SpecialistDelivers powerful multilingual and long-context foundation models, but requires connecting to your own interface or API.

SpecialistOffers automated agentic research and synthesis, but operates as a broader all-in-one search workspace.
SpecialistOffers automated agentic research and synthesis, but operates as a broader all-in-one search workspace.

AI research platform for reading, understanding and writing scientific papers
AI research platform for reading, understanding and writing scientific papers
SpecialistProvides fast conversational Q&A specifically for PDFs, but lacks Kimi's broad multi-file research and coding capabilities.

A proactive AI reading lens for papers, videos, and web pages
A proactive AI reading lens for papers, videos, and web pages

Free / Open-sourceProvides a robust self-hosted chat interface for local models, but lacks managed long-context cloud infrastructure.
Free / Open-sourceProvides a robust self-hosted chat interface for local models, but lacks managed long-context cloud infrastructure.