MoonshotAI: Kimi K2 0711

MoonshotAI: Kimi K2 0711

moonshotai · Released Jul 11, 2025 Professional
Intelligence #10 / 576
82.0 Our Score
Speed #271 / 271
21.2 tokens / sec
Input #391 / 577
$0.570 per 1M tokens
Output #406 / 577
$2.30 per 1M tokens
Context #233 / 577
131,072 tokens

Analysis Summary

MoonshotAI's Kimi K2 0711 is a July 2025 update to the Kimi K2 family, with an intelligence index of 26.3 and a strong agentic index of 38.5, the highest in this batch. Coding (22.1) and math (57) benchmarks are competitive, and the model supports tool use and function calling with a 131K context window. Long-context reasoning (0.51 lcr) and tau2 agentic task scores (0.611) are among the stronger results here.

For businesses, the agentic strength makes this model a credible candidate for multi-step tool-use workflows, automated research pipelines, and coding agents. The intelligence index of 26.3 places it below the top tier for pure reasoning tasks, so complex analytical work may hit limits. Pricing at $0.57 input / $2.30 output is moderate.

Teams building agentic or tool-use pipelines who want a model with demonstrated multi-step reliability will find Kimi K2 0711 worth evaluating. Those prioritising pure reasoning or content quality should consider higher-indexed alternatives.

Assessed June 6, 2026

Editorial notes

Kimi K2 0711 from MoonshotAI delivers a strong agentic index of 38.5 with solid coding and math benchmarks, tool use, and a 131K context window, though pricing is moderate and provider adoption in enterprise contexts is still developing.

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

Performance Profile

Intelligence4.3Technical4.3Value6.8Content5.3
Intelligence 4.3/10
Technical 4.3/10
Content 5.3/10
Value 6.8/10

How MoonshotAI: Kimi K2 0711 compares

MoonshotAI: Kimi K2 0711 ranks #134 of 378 AI models we track for overall intelligence, #132 of 315 for coding, #111 of 289 for agentic tasks. Its 131K-token context window is larger than 60% of the models we list. At $0.57 per million input tokens it is cheaper than 32% 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

26.3 Intelligence Index
22.1 Coding 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 Completion32,768 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.

100%
Avg Uptime
1,634ms
Best Latency (TTFT)
11 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).

Is MoonshotAI: Kimi K2 0711 good for coding?

On our coding benchmark index, MoonshotAI: Kimi K2 0711 ranks #132 of 315 models, placing it in the broader range of the field for code generation and debugging.

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.