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  1. Models
  2. Text
  3. Moonshot AI

Kimi Latest

Always points to the newest recommended Kimi model, currently Kimi K3.1 Pro. Reasoning is always enabled. Select Kimi K3 explicitly to retain its checkpoint and pricing; K3.1 Pro Highspeed is available separately.

  • Reasoning
  • Vision
  • Video Input
  • Tool Calling
  • Parallel Tool Calls
  • Structured Output

Added May 3, 2026

Pricing

Auto routing · per 1M tokens
Input
$2.00
Output
$10.00
Cache read
$0.20
Compare provider prices

Specifications

Context window
1M
Max output
1M

Benchmarks

Sourced from Artificial Analysis.

Intelligence Index

46.5

Intelligence Index: 46.5
Better than 79% of models compared

Agentic work

AutomationBench-AA

Workflow automation with guardrail penalties

73.3%

Better than 98% of models compared

AutomationBench-AA Tasks Completed

Fully completed workflows without guardrail violations

46.0%

Better than 98% of models compared

AA-Briefcase v1.1

Agentic knowledge work (Elo)

1675 Elo

Better than 97% of models compared

GDPval-AA v2.1

Economically valuable tasks (Elo)

1858 Elo

Better than 99% of models compared

Document reasoning

GDP.pdf

Professional PDF reasoning: all-pass rate

31.4%

Better than 98% of models compared

AA-LCR v1.1

Long context reasoning with updated grading

86.3%

Better than 99% of models compared

MLCR-AA

Medical long-context reasoning

38.3%

Better than 98% of models compared

Reasoning

HLE

Humanity's Last Exam

52.5%

Better than 97% of models compared

CritPt

Research-level physics reasoning

24.6%

Coding

Terminal-Bench v4.0

Practical coding and terminal tasks

67.2%

Better than 99% of models compared

SciCode

Python programming for scientific computing

60.8%

Better than 96% of models compared

Knowledge

AA-Omniscience Accuracy

Proportion of correctly answered questions

48.9%

AA-Omniscience Hallucination Rate

Rate of incorrect answers among non-correct responses

37.3%

Legacy benchmarks

AA-LCR (unversioned / legacy)

Long context reasoning evaluation

86.3%

Better than 99% of models compared

GDPval-AA (unversioned / legacy)

Economically valuable tasks

67.9%

Last updated Nov 4, 2026

Artificial Analysis

Providers

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Related text models

Compare Kimi Latest with similar models from the same provider or model family.

Kimi K3.1 Pro

moonshotai/kimi-k3.1-pro

Kimi K3.1 Pro is a multimodal reasoning model for coding, 3D creation, document analysis and multi-step tool use. It supports a 1M-token context window and text, image and video inputs. Reasoning is always enabled, with low, high and max effort levels.

Kimi K3.1 Pro Highspeed

moonshotai/kimi-k3.1-pro-highspeed

Kimi K3.1 Pro Highspeed is the faster variant of K3.1 Pro, a multimodal reasoning model for coding, 3D creation, document analysis and multi-step tool use. It supports a 1M-token context window and text, image and video inputs. Reasoning is always enabled, with low, high and max effort levels.

Kimi K3

moonshotai/kimi-k3

Kimi K3 is Moonshot AI's open-weight, always-thinking multimodal model for long-context reasoning, coding, tool use, and native image/video understanding.

Kimi K2.7 Code High-Speed

moonshotai/kimi-k2.7-code-highspeed

Kimi K2.7 Code High-Speed is the accelerated coding-focused variant tuned for fast agentic software engineering. It targets roughly 180 tokens per second, with short-context responses reaching up to about 260 tokens per second for rapid coding iterations.

Kimi K2.7 Code

moonshotai/kimi-k2.7-code

Kimi K2.7 Code is Moonshot AI's coding-focused agentic model built for long-horizon software engineering workflows. It supports native image input, tool calling, and forced thinking mode; instant/non-thinking mode is not supported.

Kimi K2.6

moonshotai/kimi-k2.6

Kimi K2.6 is an open-source, native multimodal agentic model built for long-horizon coding, coding-driven design, and large-scale task orchestration. It can turn simple prompts and visual inputs into production-ready interfaces and full-stack workflows, and is designed to coordinate complex multi-agent plans with thousands of steps across code, documents, and spreadsheets.