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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

10 variants · Select to compare specs

Capability Fingerprint

Kimi K3

Speed

balanced

Intelligence

high

Context

128k

Pricing

$6.00 / 1M tokens

Kimi K3 by Kimi. Optimized for high intelligence.

Benchmarks

8 metrics
Swe Bench Verified
76.2%
Gpqa Diamond
93.5%
Hle
44.3%
Human Eval
58.7%
Mmlu
57.1%
Code Arena
1679
Chat Arena
1486
Speed
58.5%

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 8+ independent benchmarks, here's how Kimi performs:

SWE-Bench
76.2%
Real-world coding tasks
GPQA Diamond
93.5%
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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