MoonshotAI: Kimi K2 0711

MoonshotAI: Kimi K2 0711

moonshotai · Released Jul 11, 2025 Professional
Intelligence #14 / 590
82.0 Our Score
Speed #253 / 279
36.6 tokens / sec
Input #398 / 592
$0.570 per 1M tokens
Output #415 / 592
$2.30 per 1M tokens
Context #245 / 592
131,072 tokens

Analysis Summary

Kimi K2 0711 is MoonshotAI's updated agentic model, with an intelligence index of 19.4, agentic index of 38.5, and tau2 of 0.611, which is a strong result for autonomous task completion. Livecodebench at 0.556 and GPQA at 0.766 confirm capable coding and reasoning. Tool use and function calling are supported, and the 131K context window handles most business document lengths.

For businesses, this model is well suited to agentic coding pipelines, multi-step research tasks, and workflows requiring reliable tool orchestration. The long-context reliability score of 0.51 is reasonable for document-heavy tasks. Its main limitation is that it does not support vision, restricting use in multimodal workflows.

Pricing at $0.57 input and $2.30 output is moderate. Teams building agentic systems or coding automation will find the tau2 and agentic index scores reassuring for production reliability. As with other MoonshotAI models, teams should validate integration requirements for their specific deployment environment.

Assessed June 30, 2026

Editorial notes

Kimi K2 0711 from MoonshotAI delivers strong agentic performance, solid coding benchmarks, tool use support, and a high tau2 score for reliable multi-step workflows.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence3.6Technical5Value6.8Content5.3
Intelligence 3.6/10
Technical 5/10
Content 5.3/10
Value 6.8/10

How MoonshotAI: Kimi K2 0711 compares

MoonshotAI: Kimi K2 0711 ranks #142 of 385 AI models we track for overall intelligence, #119 of 293 for agentic tasks. Its 131K-token context window is larger than 59% of the models we list. At $0.57 per million input tokens it is cheaper than 33% of comparable models.

About MoonshotAI: Kimi K2 0711

Kimi K2 Instruct is a large-scale Mixture-of-Experts (MoE) language model developed by Moonshot AI, featuring 1 trillion total parameters with 32 billion active per forward pass. It is optimized for..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

19.4 Intelligence Index
38.5 Agentic Index
57 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 76.6% Graduate-level scientific reasoning
HLE 7% Humanity's Last Exam
MMLU Pro 82.4% Multi-task language understanding
MATH 500 97.1% Mathematical problem-solving
AIME 69.3% Competition mathematics
AIME 2025 57% Competition mathematics (2025)
SciCode 34.5% Scientific computing

Technical

LiveCodeBench 55.6% Live coding evaluation
TerminalBench Hard 15.9% Agentic terminal tasks
τ²-Bench 61.1% Conversational agent benchmark

Content

IFBench 41.5% Instruction following
LCR 51% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does MoonshotAI: Kimi K2 0711 stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID moonshotai/kimi-k2
Providermoonshotai
Release Date July 11, 2025
Context Length131,072 tokens
Max Completion100,352 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.57 $0.000570
Output $2.30 $0.002300

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

99.9%
Avg Uptime
1,109ms
Best Latency (TTFT)
26 tok/s
Best Throughput
1/1
Active Endpoints
Available via: Novita

Leaderboard Categories

Frequently asked questions about MoonshotAI: Kimi K2 0711

How much does MoonshotAI: Kimi K2 0711 cost?

MoonshotAI: Kimi K2 0711 costs $0.57 per million input tokens and $2.30 per million output tokens.

What is the context window of MoonshotAI: Kimi K2 0711?

MoonshotAI: Kimi K2 0711 has a context window of 131,072 tokens (131K).

What can MoonshotAI: Kimi K2 0711 do?

MoonshotAI: Kimi K2 0711 supports tool use and function calling.

Who created MoonshotAI: Kimi K2 0711?

MoonshotAI: Kimi K2 0711 is developed by MoonshotAI and was released on July 11, 2025.