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GPT-5.2 Pro vs Kimi K3

Kimi K3 leads the LLM Stats Score 52.2 to 42.9. Kimi K3 is 10.1x cheaper per token.

OpenAI · Moonshot AI · Updated for 2026

Which is better?

Kimi K3 leads the overall LLM Stats Score 52.2 to 42.9, ranking #12 overall.

In the 3 individual benchmarks reported for both models, Kimi K3 wins 3; this is a narrower head-to-head signal than the composite indexes.

On price, Kimi K3 is roughly 10.1x 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.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose GPT-5.2 Pro

  • you want predictable pricing at $21.00/M input and $168.00/M output

Choose Kimi K3

  • overall performance matters — it scores 52.2 and ranks #12 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 3 of 3 exact shared results
  • cost matters — it's about 10.1x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Jul 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
42.9
#52
52.2
#12
41.4
#55
51.4
#9
18.1
#83
37.5
#13
Cost, coverage & limits
Benchmark wins
0 of 3
3 of 3
Input price
$21.00 / M
$2.85 / M
Output price
$168.00 / M
$14.25 / M
Context window
400,000
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
GPT-5.2 Pro
Kimi K3
38.5#25
40.9#11
23.7#62
35.9#10
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

7 reported for GPT-5.2 Pro · 31 for Kimi K3

3 shared

GPT-5.2 Pro outperforms in 0 benchmarks, while Kimi K3 is better at 3 benchmarks (BrowseComp, GPQA, Humanity's Last Exam).

Kimi K3 significantly outperforms across most benchmarks.

Thu Oct 15 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Kimi K3 costs less

For input processing, GPT-5.2 Pro ($21.00/1M tokens) is 7.4x more expensive than Kimi K3 ($2.85/1M tokens).

For output processing, GPT-5.2 Pro ($168.00/1M tokens) is 11.8x more expensive than Kimi K3 ($14.25/1M tokens).

In conclusion, GPT-5.2 Pro is more expensive than Kimi K3.*

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

Lowest available price from all providers
Thu Oct 15 2026 • llm-stats.com
OpenAI
GPT-5.2 Pro
Input tokens$21.00
Output tokens$168.00
Best providerOpenAI
Moonshot AI
Kimi K3
Input tokens$2.85
Output tokens$14.25
Best providerDeepinfra
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Kimi K3 accepts 1,048,576 input tokens compared to GPT-5.2 Pro's 400,000 tokens. Kimi K3 can generate longer responses up to 1,048,576 tokens, while GPT-5.2 Pro is limited to 128,000 tokens.

OpenAI
GPT-5.2 Pro
Input400,000 tokens
Output128,000 tokens
Moonshot AI
Kimi K3
Input1,048,576 tokens
Output1,048,576 tokens
Thu Oct 15 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5.2 Pro and Kimi K3 support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-5.2 Pro

Text
Images
Audio
Video

Kimi K3

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.2 Pro is licensed under a proprietary license, while Kimi K3 uses Kimi K3 License.

License differences may affect how you can use these models in commercial or open-source projects.

GPT-5.2 Pro

Proprietary

Closed source

Kimi K3

Kimi K3 License

Open weights

Release Timeline

When each model was launched

GPT-5.2 Pro was released on 2025-12-11, while Kimi K3 was released on 2026-07-16.

Kimi K3 is 7 months newer than GPT-5.2 Pro.

GPT-5.2 Pro

Dec 11, 2025

10 months ago

Kimi K3

Jul 16, 2026

2 months ago

7mo newer

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

GPT-5.2 Pro is available from OpenAI. Kimi K3 is available from DeepInfra, Fireworks, Moonshot AI, Novita, Together.

GPT-5.2 Pro

openai logo
OpenAI
Input Price:Input: $21.00/1MOutput Price:Output: $168.00/1M

Kimi K3

deepinfra logo
Deepinfra
Input Price:Input: $2.85/1MOutput Price:Output: $14.25/1M
fireworks logo
Fireworks
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
moonshot logo
Unknown Organization
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
novita logo
Novita
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
together logo
Together
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-5.2 Pro and Kimi K3 side-by-side, then vote on the output you prefer.

GPT-5.2 Pro
✓ Preferred
Kimi K3
Open in Playground

FAQ

Common questions about GPT-5.2 Pro vs Kimi K3.

Which is better, GPT-5.2 Pro or Kimi K3?

Kimi K3 leads the LLM Stats Score 52.2 to 42.9. GPT-5.2 Pro is made by OpenAI and Kimi K3 is made by Moonshot AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.2 Pro compare to Kimi K3 in benchmarks?

GPT-5.2 Pro scores AIME 2025: 100.0%, HMMT 2025: 100.0%, GPQA: 93.2%, ARC-AGI: 90.5%, BrowseComp: 77.9%. Kimi K3 scores MathVision: 97.8%, DeepSearchQA: 95.0%, GPQA: 93.5%, CharXiv-R: 91.3%, BrowseComp: 91.2%.

Is GPT-5.2 Pro cheaper than Kimi K3?

Kimi K3 is 7.4x cheaper for input tokens. GPT-5.2 Pro costs $21.00/M input and $168.00/M output via openai. Kimi K3 costs $2.85/M input and $14.25/M output via deepinfra.

What are the context window sizes for GPT-5.2 Pro and Kimi K3?

GPT-5.2 Pro supports 400K tokens and Kimi K3 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.2 Pro and Kimi K3?

Key differences include LLM Stats Score (42.9 vs 52.2), context window (400K vs 1.0M), input pricing ($21.00 vs $2.85/M), licensing (Proprietary vs Kimi K3 License). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.2 Pro and Kimi K3?

GPT-5.2 Pro is developed by OpenAI and Kimi K3 is developed by Moonshot AI.