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AI model rankingsLanguageKimi K3.1 Pro

Kimi K3.1 Pro

Kimi Released October 2026

Visit Kimi Full benchmarks
#22 smartest of 87 Updated Oct 30, 2026, 01:43 PM UTC

At a glance

How Kimi K3.1 Pro compares with the other 86 ranked language models.

  • Very capable. Ranked #22 of 87 on the overall intelligence score, ahead of 76% of models.

  • Slow writer. Writes about 23 words per second, faster than 12% of models.

  • Thinks before answering. You wait about 1.1 min before the answer starts, because it reasons through the problem first.

  • Mid-range price. $4.00 per million tokens, cheaper than 36% of models.

Model details

Made by
Kimi
Model family
Kimi K3.1 Pro
Released
October 2026 · 8 days ago
Input price
$2.00 / 1M tokens
Output price
$10.0 / 1M tokens
Value for money
#53 of 82
Tests with scores
4 of 8

Good for

  • Hard questions and reasoningTop 24% on the overall score
  • Writing and fixing codeAmong the best on the coding tests
  • AI agentsDoes multi-step computer tasks by itself well
  • Long documentsKeeps track of facts in very long texts
  • Expert and science questionsStrong on PhD-level test questions

Not ideal for

  • Quick back-and-forth chatAbout 1.1 min wait before each answer
  • Long answers in real timeSlower than 88% of models

Intelligence

46

overall score

#22 of 87typical 30

Coding

–

coding score

typical –

Speed

30

tokens per second

#77 of 87typical 91

Wait

1.1 min

before it replies

#68 of 77typical 15s

Price

$4.00

per 1M tokens

#53 of 82typical $2.00

Test results

Scores on individual tests that make up the intelligence score. The faint line marks the best score of any model.

  • Humanity's Last Exam

    Very hard expert questions across many subjects

    53%#18 of 84typical 43%
  • SciCode

    Writing code to solve science research problems

    61%#9 of 84typical 54%
  • Long documents

    Finding and reasoning over facts in very long texts

    86%#2 of 85typical 80%
  • Terminal-Bench

    Doing real tasks on a computer by itself, like an agent

    67%#1 of 87typical 31%

Where it ranks on intelligence

This model next to the models closest to it. Click another bar to open that model.

What would it cost?

Through the API, at the listed price. Chat apps usually charge a monthly plan instead.

  • 1,000 chat replies

    a question and a ~350-word answer, 1,000 times

    $7.00
  • Summarise a 100-page report

    about 50,000 words in, a one-page summary out

    $0.14
  • Write a 2,000-word article

    a short brief in, a long article out

    $0.03

Input, per 1M tokens

$2.00

Output, per 1M tokens

$10.0

How long do answers take?

Median times measured through the API.

Before the answer starts1.1 min
Writing speed≈ 23 words / sec
A full 500-word answer1.5 min

Most of the wait is the model thinking before it writes. That makes answers better on hard questions, but slow for quick chats.

Similar models

Other companies' models with the closest intelligence score.

  • Muse Wonder

    MetaMax

    43

    intelligence

    $8.00

    per 1M

    158

    tokens/s

  • Muse Wonder Full

    MetaMax

    50

    intelligence

    –

    per 1M

    0

    tokens/s

  • Claude Fable 5.1

    AnthropicXhigh

    50

    intelligence

    $20.0

    per 1M

    63

    tokens/s

  • Gemini 4 Argon

    GoogleHigh

    50

    intelligence

    $8.00

    per 1M

    80

    tokens/s

  • GPT-6.1 Terra

    OpenAIMax

    51

    intelligence

    $2.00

    per 1M

    91

    tokens/s

More from Kimi

  • Kimi K3

    KimiLow

    17

    intelligence

    $6.00

    per 1M

    0

    tokens/s

Questions people ask

Is Kimi K3.1 Pro a good AI model?
On the overall intelligence score it ranks #22 of 87 (score 46; the typical model scores 30). It stands out for hard questions and reasoning, writing and fixing code, ai agents.
How much does Kimi K3.1 Pro cost?
Through the API it costs $2.00 per million input tokens and $10.0 per million output tokens. In everyday terms, 1,000 chat replies cost about $7.00. Chat apps that use it usually charge a monthly plan instead.
How fast is Kimi K3.1 Pro?
It writes about 23 words per second, and you wait about 1.1 min before the answer starts. A full 500-word answer takes roughly 1.5 min.
What are good alternatives to Kimi K3.1 Pro?
Models with a similar score include Muse Wonder by Meta, Muse Wonder Full by Meta, Claude Fable 5.1 by Anthropic. The cheapest of these is GPT-6.1 Terra at $2.00 per million tokens.

Benchmark data from Artificial Analysis, an independent benchmarking company. Rankings refresh every few hours.