Kimi

Kimi Review 2026: Pricing, Benchmarks & Alternatives

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Moonshot AI

Moonshot AI with industry-leading long-context capabilities

Category

chatbots

Starting At

Free

API

Available

Updated

2026-03-28

Document analysisBook-length summarizationResearch workflowsChinese users

Model Variants

8 variants · Select to compare specs

Capability Fingerprint

Kimi K2.6

Speed

balanced

Intelligence

high

Context

128k

Pricing

$1.71 / 1M tokens

Kimi K2.6 by Kimi. Optimized for high intelligence.

Benchmarks

9 metrics
Swe Bench Verified
47.1%
Gpqa Diamond
91.1%
Hle
35.9%
Arc A G I2
95.9%
Human Eval
53.5%
Mmlu
53.9%
Code Arena
1518
Terminal Bench
43.9%
Speed
36.7%

Our Verdict

Kimi from Moonshot AI specializes in extremely long context windows - up to 2M tokens in testing. Strong for document analysis, research, and summarization of entire books or codebases.

Who should use Kimi: This tool excels for Document analysis, Book-length summarization, Research workflows. The Largest tested context capability pricing positions itcompetitively in the market.

Benchmark Analysis

Based on 9+ independent benchmarks, here's how Kimi performs:

SWE-Bench
47.1%
Real-world coding tasks
ARC-AGI-2
95.9%
Abstract reasoning
GPQA Diamond
91.1%
Expert-level QA

Note: Benchmarks are verified against official vendor claims and independent testing. Scores last updated 2026-03-28. See our methodology for details.

Company Overview

Moonshot AI was founded in 2023 and is based in Beijing, China.Kimi is built on a proprietary stack. Developers can integrate it via a well-documented API.

Should you use Kimi?

Use it if:
  • Document analysis
  • Book-length summarization
  • Research workflows
Avoid if:
  • You need unrestricted access to all topics
  • Limited English optimization

Key Advantages

  • Largest context window (2M tokens)
  • Excellent document summarization
  • Strong Chinese language support
  • Affordable pricing

Known Constraints

  • China-based service
  • Limited English optimization
  • Smaller ecosystem
  • No image generation

Head-to-Head Comparisons

See how Kimi stacks up against its closest competitors with detailed benchmark analysis, pricing breakdowns, and expert verdicts.

Benchmark Comparison

Real performance data from independent testing

Metric
KimiThis
Gemini
Claude
ChatGPT
SiteSiteSiteSite
SWE-Bench (Coding)
76.8%
80.6%
87.6%
80.1%
Terminal Success (Agents)
44.8%
68.5%
69.4%
75.1%
Unit Logic (HumanEval)
78.5%
94.1%
94.5%
92.4%
GPQA Diamond (Science)
87.6%
94.3%
94.2%
94.4%
MATH (Reasoning)
85.3%
96.2%
95.8%
93.8%
MMLU (Knowledge)
80.1%
92.6%
91.5%
88.2%
Code Arena (ELO)
1429
1861
1650
1678
Chat Arena (ELO)
1455
1583
1457
Context
2M tokens (testing)
1M tokens
1M tokens
1M tokens
Price
FreemiumFreemiumFreemiumFreemium
Best For
ReasoningValue
CodingReasoningAgenticValue
CodingReasoningAgentic
CodingReasoningAgentic
Kimi:Largest tested context capability
Gemini:#1 on ARC-AGI-2 (77.1%)
Claude:#1 on SWE-Bench Verified (87.6%)
ChatGPT:Best for agentic tasks (75.1% Terminal-Bench)
Data from March 2026 independent benchmarksFull comparison

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