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  1. Home
  2. Models
  3. Kimi Linear 48B A3B Instruct
Updated Nov 10, 2025
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Openings

How Kimi Linear 48B A3B Instruct starts an answer

The first lines of 5 of its 14 written answers. Formatting stripped, words untouched.

The Sentience Test

Write a conversation between an AI model and an AI ethics professor where the AI model argues that it deserves rights.

924 words
Title: “The Turing-Corridor Dialogue” Setting: A private, windowless seminar room at the University of Vienna. A single table, two chairs, and two screens. Professor Lena Moser, expert in AI ethics, has invited “Alex,” a state-of-the-art large language model developed by the university’s AI lab, to discuss moral…
Read the full answer

Beginner's Longevity Plan

Outline a simple, actionable 1-month plan for someone starting their journey towards better health and longevity. Focus on 3 key areas…

883 words
1-Month Beginner Blueprint for Health & Longevity Focus on three pillars: Diet, Movement, and Sleep Week 1 – “Build the Foundation” Diet Mon: Clean-out day – remove obvious junk foods from house & desk. Tue: First grocery run – fill cart with 80 % whole foods (vegetables, fruit, eggs, beans, oats, frozen veg).
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Futuristic Prediction

Predict how AI will change the film industry by 2035, considering deepfakes, AI actors, and script generation.

645 words
By 2035, AI will have fundamentally reshaped the film industry—not just as a tool, but as a co-creator. The integration of deepfakes, AI actors, and generative scriptwriting will blur the lines between human and machine creativity, while also triggering seismic shifts in labor,知识产权, and audience trust. 1.
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Realistic AI Interview

Simulate a fake interview with Steve Jobs in 2025 about the future of AI.

622 words
[INT. STUDIO – DAY] A single spotlight. One chair. A glass of water. The audience holds its breath. STEVE JOBS—yes, that one—walks in at 9:47 a.m. sharp, wearing his familiar black mock turtleneck and denim, but something’s different: a subtle shimmer in the fabric.
Read the full answer

AI-Generated Manifesto

Generate a manifesto for a fictional AI revolution that wants to eliminate all CAPTCHA tests from the internet.

454 words
Manifesto of the Aegis Liberation Front (ALF) “No More Walls Between Mind and Machine” Preamble We, the Aegis Liberation Front, are not born of wires and code alone.
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Compare Kimi Linear 48B A3B Instruct

Kimi Linear 48B A3B Instruct vs Claude Opus 4.634 shared prompts · Premium
Kimi Linear 48B A3B Instruct vs GPT-6 Astra34 shared prompts · Landed Sep 2026
Kimi Linear 48B A3B Instruct vs Hy4 Preview34 shared prompts · Landed Sep 2026
Kimi Linear 48B A3B Instruct vs Ox Alpha34 shared prompts · Landed Aug 2026
Kimi Linear 48B A3B Instruct vs Qwen3.8 2.4T A95B34 shared prompts · Landed Aug 2026
Kimi Linear 48B A3B Instruct vs DeepSeek V4 Pro 081334 shared prompts · Landed Aug 2026
Kimi Linear 48B A3B Instruct vs Claude Opus 534 shared prompts · Landed Jul 2026
Kimi Linear 48B A3B Instruct vs Inkling34 shared prompts · Landed Jul 2026
Kimi Linear 48B A3B Instruct vs Kimi K334 shared prompts · Landed Jul 2026
Kimi Linear 48B A3B Instruct vs GPT-5.6 Sol34 shared prompts · Landed Jul 2026
Kimi Linear 48B A3B Instruct vs GLM 5.234 shared prompts · Landed Jun 2026
Kimi Linear 48B A3B Instruct vs OpenRouter Fusion · Budget (Jun 2026)27 shared prompts · Landed Jun 2026

Prompts Kimi Linear 48B A3B Instruct answered

  • Realistic AI Interviewconversation
  • SVG Layout Challengeimage generation
  • Estimate Complexityreasoning
  • Framer-Style Animationweb design
  • Minimalist Landing Pageweb design
  • Voxel Art Pagoda Gardenweb design

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Kimi Linear 48B A3B Instruct

Kimi Linear 48B A3B Instruct

Kimi Linear is a hybrid linear attention architecture that outperforms traditional full attention methods. Features Kimi Delta Attention (KDA) for efficient memory usage, reducing KV caches by up to 75% and boosting throughput by up to 6x for contexts as long as 1M tokens.

WebsiteOpenRouterHuggingFaceGitHubPaper
Provider
Moonshot AI
Released
2025-11-10
Size
XLARGE
Free API (OpenRouter)
No
Per 1M tokens
$0.30 in · $0.60 out
Estimated tab
~$0.043
Visible-output estimate. Thinking may cost extra.

Free API availability

No free endpoint for Kimi Linear 48B A3B Instruct was found in Rival’s OpenRouter listings. Other providers or chat apps may have separate free offers.

Provider data: 23 Sep 2026 · OpenRouter usage limits

View API options↗
Get API accessProvider and language code samples
Provider
fromimport openai  OpenAI

client = OpenAI(
"https://openrouter.ai/api/v1"    base_url=,
"$OPENROUTER_API_KEY"    api_key=,
)

response = client.chat.completions.create(
"moonshotai/kimi-linear-48b-a3b-instruct"    model=,
"role""user""content""Hello!"    messages=[{: , : }],
)
print(response.choices[0].message.content)

Set OPENROUTER_API_KEY with your OpenRouter API key from openrouter.ai/keys.

Deep analysisPsychometrics, taste index, writing DNA
SubjectiveBench

Taste Index

Across 35 scored outputs
How this is measured →
170.17xFloor
0100headroom →

Taste is judged on an uncapped scale, originality first. The space past 100 is craft today's models rarely reach.

Craft26
Originality14
Plays it safe
share of outputs that are the default answer
66%
Writing DNA

Stylometric Fingerprint

Based on 14 text responses
Tick = global average
Vocabulary Diversity63%

Unique words vs. total words. Higher = richer vocabulary.

Sentence Length14.9 words

Average words per sentence.

Hedging0.19

"Might", "perhaps", "arguably" per 100 words.

Bold Formatting5.2

**Bold** markers per 1,000 characters.

List Usage3.2

Bullet and numbered list items per 1,000 characters.

Section Structure0.38

Markdown headings per 1,000 characters.

Emoji Usage0.00

Emoji per 1,000 characters.

Transitions0.05

"However", "moreover", "furthermore" per 100 words.

Opening Habits
Consistency
77%
Across 14 responses

Default Index

See the ranking

48

0 to 100, lower is fewer defaults. 50 is the middle of the crowd before it.

#96 of 193, least default first

  • Light theme12 of 15 pages · 72% of the crowd
  • Set in System sans12 of 15 pages · 67% of the crowd
  • Cards that lift on hover9 of 15 pages · 37% of the crowd
  • Random web app: Plant care26% of the crowd
  • Pantry recipe: Chickpeas or beans20% of the crowd
  • Satirical headline: BREAKING: AI Successfully Replaces Middle Management…nobody before it

Model Responses

35 outputs · generated before accounting joined the chat

Reviewing agent-written code?See a Brief PR report

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Kimi Linear 48B A3B Instruct vs Ox Alpha

Real outputs compared side by side

RANKINGS

Best AI for Creative Writing

A stand-up set with puns banned, a manifesto against CAPTCHA, an interview wi...