Kimi
RecommendedKimi by Moonshot AI is a flagship multimodal AI assistant for writing, coding, and document analysis. It supports massive context windows, real-time web search, and deep reasoning for professional and everyday tasks.
December 4th, 2025
About Kimi
Kimi is an advanced AI assistant built for long-context reasoning, agentic workflows, and high accuracy across research, analysis, coding, and document transformation.
Developed by Moonshot AI, Kimi moves beyond simple chat interactions, designed to act on complex objectives and operate as a genuine digital worker that reads, plans, decides, and executes multi-step tasks.
Kimi K2 represents the latest generation of Moonshot’s Mixture-of-Experts architecture, with 32 billion activated parameters and over 1 trillion total parameters. It delivers state-of-the-art performance in knowledge retrieval, math, tool use, and competitive coding among non-thinking models. It has been engineered specifically for agentic intelligence, meaning it not only answers questions but completes work by coordinating tools, code execution, environment interactions, and structured outputs.
Kimi’s long-context system supports up to 2 million tokens, allowing it to retain continuity across entire books, academic papers, legal documents, technical specifications, PDFs, transcripts, and multi-file projects. This makes it ideal for analysts, students, founders, product teams, researchers, and any user dealing with large volumes of information who require accuracy and stability.
Kimi K2 also benefits from Moonshot’s advances in training efficiency and model stability, including the MuonClip optimizer which enables large-scale, stable pretraining without logit collapse or performance degradation. These underlying optimizations allow Kimi to scale into high-performance agentic tasks where coordination and reliability matter.
Kimi now integrates with Nano Banana Pro for visual and document workflows, giving users high-fidelity generation of diagrams, charts, UI mockups, image-to-text extraction, and data-to-infographic transformation. This includes direct support for Kimi Slides, a workflow that converts PDFs, research reports, and structured inputs into real, editable PPTX presentations with live charts, not images.
A related article on this workflow is available at www.beyond-the-ai.com/articles/kimi-slides-nanobanana
.
Beyond text and documents, Kimi K2 has strong tool-use capabilities and can operate code environments, execute commands, debug scripts, run data analysis, generate visualizations, and evaluate the output against rubrics. It is benchmarked across SWE Bench, LiveCodeBench, OJBench, AceBench, Tau2, and STEM reasoning tasks, where it meets or exceeds many proprietary systems.
These agentic capabilities make it suitable for software engineering assistants, research copilots, automation pipelines, and bespoke tool workflows.
Kimi is widely adopted across Asia, with integrations into WeChat, DingTalk, and Feishu, plus a web and mobile interface. It offers a simple subscription model with a free plan and a premium tier for extended usage, enterprise reliability, and advanced performance.
For users needing an all-purpose assistant that can read, analyze, reason, plan, and take action across large information environments, Kimi provides a balanced combination of accuracy, long memory, structured output, and agentic support that scales from personal use to enterprise workflows.
Pricing 💰
Moderato $19/mo
Extended K2 + Researcher, Nano Banana Pro Slides, multi-tasking
Allegretto $39/mo
2× quotas + 3.5× Kimi Coding + Unlimited Nano Banana Pro Slides
Vivace $199/mo
10× quotas + priority access + early features + unlimited everything
🌍 Why Choose Kimi?
✅ 128K token context window for long files and transcripts
✅ Real-time web search built-in for current and factual results
✅ Multimodal support with text, code, and image input
✅ Popular across Asia with deep platform integration
✅ Transparent pricing, global accessibility, and fast adoption
🌐 Discover Kimi and thousands of other AI tools on Beyond The AI - your trusted directory for AI solutions.
Developed by Moonshot AI, Kimi moves beyond simple chat interactions, designed to act on complex objectives and operate as a genuine digital worker that reads, plans, decides, and executes multi-step tasks.
Kimi K2 represents the latest generation of Moonshot’s Mixture-of-Experts architecture, with 32 billion activated parameters and over 1 trillion total parameters. It delivers state-of-the-art performance in knowledge retrieval, math, tool use, and competitive coding among non-thinking models. It has been engineered specifically for agentic intelligence, meaning it not only answers questions but completes work by coordinating tools, code execution, environment interactions, and structured outputs.
Kimi’s long-context system supports up to 2 million tokens, allowing it to retain continuity across entire books, academic papers, legal documents, technical specifications, PDFs, transcripts, and multi-file projects. This makes it ideal for analysts, students, founders, product teams, researchers, and any user dealing with large volumes of information who require accuracy and stability.
Kimi K2 also benefits from Moonshot’s advances in training efficiency and model stability, including the MuonClip optimizer which enables large-scale, stable pretraining without logit collapse or performance degradation. These underlying optimizations allow Kimi to scale into high-performance agentic tasks where coordination and reliability matter.
Kimi now integrates with Nano Banana Pro for visual and document workflows, giving users high-fidelity generation of diagrams, charts, UI mockups, image-to-text extraction, and data-to-infographic transformation. This includes direct support for Kimi Slides, a workflow that converts PDFs, research reports, and structured inputs into real, editable PPTX presentations with live charts, not images.
A related article on this workflow is available at www.beyond-the-ai.com/articles/kimi-slides-nanobanana
.
Beyond text and documents, Kimi K2 has strong tool-use capabilities and can operate code environments, execute commands, debug scripts, run data analysis, generate visualizations, and evaluate the output against rubrics. It is benchmarked across SWE Bench, LiveCodeBench, OJBench, AceBench, Tau2, and STEM reasoning tasks, where it meets or exceeds many proprietary systems.
These agentic capabilities make it suitable for software engineering assistants, research copilots, automation pipelines, and bespoke tool workflows.
Kimi is widely adopted across Asia, with integrations into WeChat, DingTalk, and Feishu, plus a web and mobile interface. It offers a simple subscription model with a free plan and a premium tier for extended usage, enterprise reliability, and advanced performance.
For users needing an all-purpose assistant that can read, analyze, reason, plan, and take action across large information environments, Kimi provides a balanced combination of accuracy, long memory, structured output, and agentic support that scales from personal use to enterprise workflows.
Pricing 💰
Moderato $19/mo
Extended K2 + Researcher, Nano Banana Pro Slides, multi-tasking
Allegretto $39/mo
2× quotas + 3.5× Kimi Coding + Unlimited Nano Banana Pro Slides
Vivace $199/mo
10× quotas + priority access + early features + unlimited everything
🌍 Why Choose Kimi?
✅ 128K token context window for long files and transcripts
✅ Real-time web search built-in for current and factual results
✅ Multimodal support with text, code, and image input
✅ Popular across Asia with deep platform integration
✅ Transparent pricing, global accessibility, and fast adoption
🌐 Discover Kimi and thousands of other AI tools on Beyond The AI - your trusted directory for AI solutions.
Key Features
- Supports up to 2M tokens for long context tasks.
- Executes multi step agentic workflows with tool coordination.
- Uses Mixture of Experts architecture for high accuracy and efficiency.
- Delivers strong coding performance across SWE Bench and LiveCodeBench.
- Converts and restructures complex documents with stable reasoning.
- Generates full PPTX presentations through Kimi Slides.
- Creates slides and visuals using Nano Banana Pro integration.
- Grounds answers with real time search for higher factuality.
- Utilises MCP compatible tool calling for developer workflows.
- Handles advanced math and STEM problem solving.
- Offers seamless access on web and mobile platforms.
- Maintains training stability with the MuonClip optimisation system.
Use Cases
- Analyse research papers and large knowledge sets.
- Produce professional reports and structured writing.
- Convert PDFs into clean and editable formats.
- Generate complete PPTX decks with editable charts.
- Run data analysis and create visualisations.
- Assist in writing. debugging. and refactoring code.
- Automate business operations with agentic workflows.
- Create UI mockups and diagrams for product teams.
- Review and summarise legal or compliance documents.
- Support academic study and note organisation.
- Integrate into enterprise pipelines using the API.
- Refactor or migrate multi file coding projects.
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