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Model Comparison

GPT-5.2 Pro vs Kimi K3Which is better in 2026?

Kimi K3 significantly outperforms across most benchmarks. Kimi K3 is 9.6x cheaper per token.

Verdict: GPT-5.2 Pro vs Kimi K3 — which is better?

GPT-5.2 Pro (by OpenAI) and Kimi K3 (by Moonshot AI) 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.

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.

On price, Kimi K3 is roughly 9.6x 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 GPT-5.2 Pro if…

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

Choose Kimi K3 if…

  • you want the strongest raw capability — it leads on 3 of 3 shared benchmarks
  • cost matters — it's about 9.6x 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

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

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.

Fri Aug 07 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Kimi K3 costs less

For input processing, GPT-5.2 Pro ($21.00/1M tokens) is 7.0x more expensive than Kimi K3 ($3.00/1M tokens).

For output processing, GPT-5.2 Pro ($168.00/1M tokens) is 11.2x more expensive than Kimi K3 ($15.00/1M 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
Fri Aug 07 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$3.00
Output tokens$15.00
Best providerFireworks
Notice missing or incorrect data?Start an Issue

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
Fri Aug 07 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

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

7 months ago

Kimi K3

Jul 16, 2026

3 weeks 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 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

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?Start an Issue discussion

Key Takeaways

No standout differentiators in the data we have for this pair.

Larger context window (1,048,576 tokens)
Less expensive input tokens
Less expensive output tokens
Has open weights
Higher BrowseComp score (91.2% vs 77.9%)
Higher GPQA score (93.5% vs 93.2%)
Higher Humanity's Last Exam score (56.0% vs 36.6%)

Detailed Comparison

Interactive Arena

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
AI Model Comparison Table
Feature
OpenAI
GPT-5.2 Pro
Moonshot AI
Kimi K3

FAQ

Common questions about GPT-5.2 Pro vs Kimi K3.

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

Kimi K3 significantly outperforms across most benchmarks. 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 benchmark scores, pricing, and capabilities 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 7.0x cheaper for input tokens. GPT-5.2 Pro costs $21.00/M input and $168.00/M output via openai. Kimi K3 costs $3.00/M input and $15.00/M output via fireworks.

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 context window (400K vs 1.0M), input pricing ($21.00 vs $3.00/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.