MoonshotAI: Kimi K2.6

moonshotai · Released Apr 20, 2026
DFO score #64 / 697
44.5 leaderboard score
Speed #226 / 332
62.6 tok/s
Input Price #449 / 697
$0.438 per 1M tokens
Output Price #496 / 697
$2.45 per 1M tokens
Context #172 / 697
262,144 tokens

Analysis Summary

MoonshotAI's Kimi K2.6 combines a coding index of 61.8 with vision, tool use, function calling, and a 262K-token context window. Its intelligence index is 27 and its agentic index is 20.5, placing the clearer measured strength in coding rather than general reasoning or autonomous execution.

The feature set fits code generation, debugging, and visual-input tasks where a model can benefit from tools and a substantial context. It may also support codebase analysis, though the agentic result argues for supervising multi-step actions and validating changes before deployment. The supplied modality is text and image input, so audio and video workflows are not indicated.

At $0.95 per million input tokens and $4 per million output tokens, it costs more than the budget-tier models in this batch. Choose it when its coding and vision capabilities are valuable, rather than for undifferentiated high-volume traffic.

Assessed September 23, 2026

Editorial notes

Kimi K2.6 pairs a coding index of 61.8 with vision, tool calling, and a 262K context; its lower intelligence and agentic results make it a stronger coding specialist than general agent.

The DFO score ranks models on the Artificial Analysis Intelligence Index and is refreshed as new models launch. The write-up and verdict are our own. Feedback?

DFO Verdict

Kimi K2.6 pairs a coding index of 61.8 with vision, tool calling, and a 262K context; its lower intelligence and agentic results make it a stronger coding specialist than general agent.

#64 of 697 overall Down 2 this week

Benchmarks

Intelligence Index 27.0 #64 of 435 · Artificial Analysis
Coding Index 61.8 #34 of 198 · Artificial Analysis
Agentic Index 20.5 #70 of 181 · Artificial Analysis
Creative Writing 1,433 #42 of 64 · Arena rating
Instruction Following 1,456 #39 of 65 · Arena rating

Artificial Analysis data refreshed Oct 8, 2026. Arena ratings from the Oct 2, 2026 text leaderboard, with style control.

How MoonshotAI: Kimi K2.6 compares

MoonshotAI: Kimi K2.6 ranks #64 of 435 AI models we track for overall intelligence, #34 of 198 for coding, #70 of 181 for agentic tasks. Its 262K-token context window is larger than 75% of the models we list. At $0.44 per million input tokens it is cheaper than 36% of comparable models.

Position in the field
DFO score: ahead of 91% of models #64
Speed: faster than 32% of models #226
Price: cheaper than 36% of models #449
Context: larger than 75% of models #172
worst in fieldmedianbest in field
Price vs frontier peers · $ per 1M tokens
MoonshotAI: Kimi K2.6 $0.44 in $2.45 out
Anthropic: Claude Opus 5.5 $4.00 in $20.00 out
Anthropic: Claude Sonnet 5.5 $2.00 in $10.00 out
Anthropic: Claude Fable 5.1 $10.00 in $50.00 out

Dark bar = input · light bar = output, scaled to the priciest peer.

Context window vs peers · tokens

1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.44 $0.000438
Output $2.45 $0.002450

What would MoonshotAI: Kimi K2.6 cost your business?

Pick the job that looks most like yours, then fine-tune with the sliders. Estimates update live.

A website chatbot handling around 100 customer conversations a day, a few short messages each.

3,000
One request is one message, email, draft or automation call.
1,200 tokens

$3.75/mo MoonshotAI: Kimi K2.6 $0.0012 per request
$31.68/mo Anthropic: Claude Opus 5.5 $0.01 per request
$15.84/mo Anthropic: Claude Sonnet 5.5 · best value $0.0053 per request

Full calculator with 697 models → Price Calculator

DFO AI AUTOMATION

These numbers get smaller with the right architecture.

We route routine calls to cheap models and save MoonshotAI: Kimi K2.6 for the hard ones. Most clients cut their estimate by 60-80%.

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About MoonshotAI: Kimi K2.6

Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and..

Frequently asked questions about MoonshotAI: Kimi K2.6

How much does MoonshotAI: Kimi K2.6 cost?

MoonshotAI: Kimi K2.6 costs $0.44 per million input tokens and $2.45 per million output tokens.

What is the context window of MoonshotAI: Kimi K2.6?

MoonshotAI: Kimi K2.6 has a context window of 262,144 tokens (262K).

Is MoonshotAI: Kimi K2.6 good for coding?

On our coding benchmark index, MoonshotAI: Kimi K2.6 ranks #34 of 198 models, placing it in the top quartile of the field for code generation and debugging.

What can MoonshotAI: Kimi K2.6 do?

MoonshotAI: Kimi K2.6 supports image/vision input, tool use, and function calling.

Who created MoonshotAI: Kimi K2.6?

MoonshotAI: Kimi K2.6 is developed by MoonshotAI and was released on April 20, 2026.

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