KimiMoonshot AI
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Lumen OutpostCosine
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Related Products
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About
Kimi is an intelligent assistant with a large "memory" that can read a 200,000-word novel in one go and surf the Internet. Kimi can understand and process long documents, helping you quickly summarize analysis reports, financial reports, etc., saving time in reading and organizing. When preparing for exams or researching new fields, Kimi can help you understand and summarize large amounts of textbooks or professional papers. If you work in programming or technology, Kimi can help you reproduce code or provide technical solutions based on your code or pseudocode from your paper. Kimi has significant advantages in Chinese and can handle multi-language documents, helping you communicate and understand more efficiently in international work. Kimi Chat can also play your favorite game characters, have interesting conversations with you, and provide entertainment and relaxation.
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About
Lumen Outpost is Cosine’s targeted post-trained coding model, benchmarked against Kimi K2.6, its base model, GPT-5.5, GPT-5.4, and Gemini 3.1 Pro on highly complex, long-horizon coding tasks across 13 programming languages. The model is specialized not only for raw coding accuracy, but also for behavioral signals that matter in professional engineering workflows, including agent initiative, planning, scope discipline, action alignment, concise updates, and useful communication. Cosine’s benchmark report shows that highly targeted post-training transformed the base model’s capabilities, with Lumen Outpost outperforming Kimi K2.6 across Niche-Bench, Slop-Bench, Vibe-Bench, and cost per successful task. On Niche-Bench, an internal evaluation for niche, legacy, and environment-constrained programming languages, Lumen Outpost achieved a 53.9% score and led or tied in 9 of 13 assessed languages, with notable gains in Fortran, ABAP, Java, and Rust.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Users interested in a powerful multimodal AI assistant
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Audience
Engineering teams and AI coding platform developers that need a specialized coding model for long-horizon software tasks, niche languages, cleaner implementations, and agentic developer workflows
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Free Version
Free Trial
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Pricing
$20 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationMoonshot AI
Founded: 2023
China
www.kimi.com
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Company InformationCosine
United Kingdom
cosine.sh/blog/lumen-outpost-benchmark-report
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Categories |
Categories |
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Integrations
ABAP
Anuma
Atomic Chat
BLACKBOX AI
BrainyAI
Brokk
Fortran
Jan
Java
Kimi K2
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Integrations
ABAP
Anuma
Atomic Chat
BLACKBOX AI
BrainyAI
Brokk
Fortran
Jan
Java
Kimi K2
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