Model Comparison

Kimi K3 vs LongCat-Flash-LiteWhich is better in 2026?

Kimi K3 significantly outperforms across most benchmarks. LongCat-Flash-Lite is 34.3x cheaper per token.

Verdict: Kimi K3 vs LongCat-Flash-Lite — which is better?

Kimi K3 (by Moonshot AI) and LongCat-Flash-Lite (by Meituan) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

Kimi K3 outperforms in 1 benchmarks (GPQA), while LongCat-Flash-Lite is better at 0 benchmarks. Kimi K3 significantly outperforms across most benchmarks.

On price, LongCat-Flash-Lite is roughly 34.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Kimi K3 also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Choose Kimi K3 if…

  • you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Jul 2026

Choose LongCat-Flash-Lite if…

  • cost matters — it's about 34.3x cheaper per token
  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

Kimi K3 outperforms in 1 benchmarks (GPQA), while LongCat-Flash-Lite is better at 0 benchmarks.

Kimi K3 significantly outperforms across most benchmarks.

Tue Jul 21 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

LongCat-Flash-Lite costs less

For input processing, Kimi K3 ($3.00/1M tokens) is 30.0x more expensive than LongCat-Flash-Lite ($0.10/1M tokens).

For output processing, Kimi K3 ($15.00/1M tokens) is 37.5x more expensive than LongCat-Flash-Lite ($0.40/1M tokens).

In conclusion, Kimi K3 is more expensive than LongCat-Flash-Lite.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Tue Jul 21 2026 • llm-stats.com
Moonshot AI
Kimi K3
Input tokens$3.00
Output tokens$15.00
Best providerUnknown Organization
Meituan
LongCat-Flash-Lite
Input tokens$0.10
Output tokens$0.40
Best providerMeituan
Notice missing or incorrect data?Start an Issue

Model Size

Parameter count comparison

2731.5B diff

Kimi K3 has 2731.5B more parameters than LongCat-Flash-Lite, making it 3987.6% larger.

Moonshot AI
Kimi K3
2.8Tparameters
Meituan
LongCat-Flash-Lite
68.5Bparameters
2800.0B
Kimi K3
68.5B
LongCat-Flash-Lite

Context Window

Maximum input and output token capacity

Kimi K3 accepts 1,048,576 input tokens compared to LongCat-Flash-Lite's 256,000 tokens. Kimi K3 can generate longer responses up to 1,048,576 tokens, while LongCat-Flash-Lite is limited to 128,000 tokens.

Moonshot AI
Kimi K3
Input1,048,576 tokens
Output1,048,576 tokens
Meituan
LongCat-Flash-Lite
Input256,000 tokens
Output128,000 tokens
Tue Jul 21 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Kimi K3 supports multimodal inputs, whereas LongCat-Flash-Lite does not.

Kimi K3 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Kimi K3

Text
Images
Audio
Video

LongCat-Flash-Lite

Text
Images
Audio
Video

Release Timeline

When each model was launched

Kimi K3 was released on 2026-07-16, while LongCat-Flash-Lite was released on 2026-02-05.

Kimi K3 is 5 months newer than LongCat-Flash-Lite.

Kimi K3

Jul 16, 2026

5 days ago

5mo newer
LongCat-Flash-Lite

Feb 5, 2026

5 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Kimi K3 is available from Moonshot AI. LongCat-Flash-Lite is available from Meituan.

Kimi K3

moonshot logo
Unknown Organization
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M

LongCat-Flash-Lite

meituan logo
Meituan
Input Price:Input: $0.10/1MOutput Price:Output: $0.40/1M
* Prices shown are per million tokens

Outputs Comparison

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Key Takeaways

Larger context window (1,048,576 tokens)
Supports multimodal inputs
Higher GPQA score (93.5% vs 66.8%)
Less expensive input tokens
Less expensive output tokens

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Kimi K3 and LongCat-Flash-Lite side-by-side, then vote on the output you prefer.

Kimi K3
✓ Preferred
LongCat-Flash-Lite
Open in Playground
AI Model Comparison Table
Feature
Moonshot AI
Kimi K3
Meituan
LongCat-Flash-Lite

FAQ

Common questions about Kimi K3 vs LongCat-Flash-Lite.

Which is better, Kimi K3 or LongCat-Flash-Lite?

Kimi K3 significantly outperforms across most benchmarks. Kimi K3 is made by Moonshot AI and LongCat-Flash-Lite is made by Meituan. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Kimi K3 compare to LongCat-Flash-Lite in benchmarks?

Kimi K3 scores MathVision: 97.8%, DeepSearchQA: 95.0%, GPQA: 93.5%, CharXiv-R: 91.3%, BrowseComp: 91.2%. LongCat-Flash-Lite scores MATH-500: 96.8%, MMLU: 85.5%, CMMLU: 82.5%, MMLU-Pro: 78.3%, Tau2 Retail: 73.1%.

Is Kimi K3 cheaper than LongCat-Flash-Lite?

LongCat-Flash-Lite is 30.0x cheaper for input tokens. Kimi K3 costs $3.00/M input and $15.00/M output via moonshot. LongCat-Flash-Lite costs $0.10/M input and $0.40/M output via meituan.

What are the context window sizes for Kimi K3 and LongCat-Flash-Lite?

Kimi K3 supports 1.0M tokens and LongCat-Flash-Lite supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Kimi K3 and LongCat-Flash-Lite?

Key differences include context window (1.0M vs 256K), input pricing ($3.00 vs $0.10/M), multimodal support (yes vs no), licensing (Unknown vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Kimi K3 and LongCat-Flash-Lite?

Kimi K3 is developed by Moonshot AI and LongCat-Flash-Lite is developed by Meituan.