moonshotai

MoonshotAI: Kimi K2 0711

The Kimi K2 0711 model from MoonshotAI is designed for text-based input and completion tasks. It has a context length of 131,072 tokens and supports tools for its users. However, it does not support complex reasoning or produce structured output. For those on a budget, the Kimi K2 0711 may be worth considering due to its relatively low price point: $0.57 per million input tokens and $2.3 per million output tokens. Its blended benchmark score of 50.4 across two independent benchmarks suggests that it is capable of producing decent results, although more data would be needed to confirm this trend. Users who prioritize cost-effectiveness over advanced reasoning capabilities may find the Kimi K2 0711 a suitable option for their text-based tasks.

Open weights 1000B parameters, about 558.8 GiB at Q4_K_M: fits comfortably on 0 of 17 consumer graphics cards in the PicksByCard catalog. See which cards run it →
Quality Score
79/100
price + capability + benchmarks
Input Price
$0.57
per 1M tokens · checked 2026-09-04
Output Price
$2.30
per 1M tokens · checked 2026-09-04
Context Window
131,072
tokens

Benchmark results

Independent, published benchmarks. Blended score 50.4 across 2 benchmarks, last refreshed 2026-09-04. How scoring works →

BenchmarkMeasuresScore
Aider Polyglot code editing across languages 59.1
AI Index broad capability composite 32.4
Model ID
moonshotai/kimi-k2
Vendor
moonshotai
Released
July 2025
Tokenizer
Other
Input Modalities
text
Output Modalities
text
Max Output
100,352 tokens
Tool Calling
✓ supported
Structured Output
not supported
Reasoning Mode
not supported
Vision
text only
Audio
no
Moderated
no

What it costs in practice

Computed from the current $0.57/M input and $2.30/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.02
Classify 1,000 customer emails 500k in / 50k out $0.40
A month of a busy support chatbot 5M in / 2M out $7.45

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Quick answers

How much does MoonshotAI: Kimi K2 0711 cost?
$0.57 per million input tokens and $2.30 per million output tokens.
What is MoonshotAI: Kimi K2 0711's context window?
131,072 tokens, roughly 196 pages of text in a single request.
Does MoonshotAI: Kimi K2 0711 support tool calling?
It supports tool calling.
Can MoonshotAI: Kimi K2 0711 process images?
No, it is text-only on the input side.