
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.
Dokko records 2,040 monthly visits with -45.3% month-over-month growth and Contact for Pricing pricing. Kimi AI records 19,632,261 monthly visits with -23.4% growth and Free pricing.

Document AI that reads everything and acts on it
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dokko.ai | kimi.com |
| Pricing Model | Contact for Pricing | Free |
| Monthly Visits | 2.04K (2,040) | 19.63M (19,632,261) |
| MoM Traffic Delta | -1.69K (-45.3%) | -5.98M (-23.4%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇨🇳 China (70.7%) |
| Direct Visits / mo | 802 | 13.93M |
| User Rating | 4.3 | 4.7 |
| Supported Platforms | Website | Website |

Document AI that reads everything and acts on it
Dokko reads entire documents rather than isolated fragments, handles charts, tables, and diagrams, and attaches document-level citations to every answer so results stand up in regulated work.
Skills perform in-conversation actions tied to a knowledge base, while Agents run multi-step workflows through MCP, OpenAPI, or Composio connections to tools like Slack, Jira, and Zendesk.
Connect Slack, Jira, Zendesk, Notion, Workday, BambooHR, and many others through one OAuth flow, then make the connections available to every Skill and Agent on your team.
Pick Anthropic Claude, OpenAI GPT, Google Gemini, Meta Llama, or Amazon Nova per agent, with bring-your-own-key support for teams that already have model contracts.

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.

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.

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.

SpecialistTailored specifically for academic literature analysis and citation, whereas Kimi handles general long-form documents.
SpecialistTailored specifically for academic literature analysis and citation, whereas Kimi handles general long-form documents.
Domain-specific AI for law firms, in-house legal teams, and professional services
Domain-specific AI for law firms, in-house legal teams, and professional services
SpecialistProvides fast conversational Q&A specifically for PDFs, but lacks Kimi's broad multi-file research and coding capabilities.

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.

AI-powered knowledge base that turns documents into fast answers