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GPT-5.2 vs K2 Horizon 375B-A23B

GPT-5.2 and K2 Horizon 375B-A23B are closely matched at 40.7 and 38.5 on the LLM Stats Score.

OpenAI · Institute of Foundation Models · Updated for 2026

Which is better?

GPT-5.2 and K2 Horizon 375B-A23B are closely matched on the overall LLM Stats Score at 40.7 and 38.5.

In the 3 individual benchmarks reported for both models, GPT-5.2 wins 2; this is a narrower head-to-head signal than the composite indexes.

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

Choose GPT-5.2

  • you value its reported benchmark strengths — it wins 2 of 3 exact shared results

Choose K2 Horizon 375B-A23B

  • you want the most recent training data — it shipped Sep 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
40.7
#74
38.5
#83
40.1
#71
37.3
#87
23.4
#97
21.2
#114
14.4
#119
23.9
#74
Cost, coverage & limits
Benchmark wins
2 of 3
1 of 3
Input price
$1.75 / M
— / M
Output price
$14.00 / M
— / M
Context window
400,000
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
GPT-5.2
K2 Horizon 375B-A23B
37.8#31
29.7#89
17.9#90
22.3#62
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

24 reported for GPT-5.2 · 18 for K2 Horizon 375B-A23B

3 shared

GPT-5.2 outperforms in 2 benchmarks (GPQA, Humanity's Last Exam), while K2 Horizon 375B-A23B is better at 1 benchmark (BrowseComp).

GPT-5.2 shows notably better performance in the majority of benchmarks.

Fri Oct 30 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only GPT-5.2 specifies input context (400,000 tokens). Only GPT-5.2 specifies output context (128,000 tokens).

OpenAI
GPT-5.2
Input400,000 tokens
Output128,000 tokens
Institute of Foundation Models
K2 Horizon 375B-A23B
Input- tokens
Output- tokens
Fri Oct 30 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-5.2 supports multimodal inputs, whereas K2 Horizon 375B-A23B does not.

GPT-5.2 can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-5.2

Text
Images
Audio
Video

K2 Horizon 375B-A23B

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.2 is licensed under a proprietary license, while K2 Horizon 375B-A23B uses Apache 2.0.

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

GPT-5.2

Proprietary

Closed source

K2 Horizon 375B-A23B

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-5.2 was released on 2025-12-11, while K2 Horizon 375B-A23B was released on 2026-09-03.

K2 Horizon 375B-A23B is 9 months newer than GPT-5.2.

GPT-5.2

Dec 11, 2025

10 months ago

K2 Horizon 375B-A23B

Sep 3, 2026

1 months ago

8mo newer

Knowledge Cutoff

When training data ends

GPT-5.2 has a documented knowledge cutoff of 2025-08-25, while K2 Horizon 375B-A23B's cutoff date is not specified.

We can confirm GPT-5.2's training data extends to 2025-08-25, but cannot make a direct comparison without K2 Horizon 375B-A23B's cutoff date.

GPT-5.2

Aug 2025

K2 Horizon 375B-A23B

—

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-5.2 and K2 Horizon 375B-A23B side-by-side, then vote on the output you prefer.

GPT-5.2
✓ Preferred
K2 Horizon 375B-A23B
Open in Playground

FAQ

Common questions about GPT-5.2 vs K2 Horizon 375B-A23B.

Which is better, GPT-5.2 or K2 Horizon 375B-A23B?

GPT-5.2 and K2 Horizon 375B-A23B are closely matched on the LLM Stats Score at 40.7 and 38.5. GPT-5.2 is made by OpenAI and K2 Horizon 375B-A23B is made by Institute of Foundation Models. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.2 compare to K2 Horizon 375B-A23B in benchmarks?

GPT-5.2 scores AIME 2025: 100.0%, HMMT 2025: 99.4%, Tau2 Telecom: 98.7%, Graphwalks BFS <128k: 94.0%, GPQA: 92.4%. K2 Horizon 375B-A23B scores GPQA: 87.3%, AA-LCR: 76.0%, OmniScience (non-hallucination rate): 74.7%, BrowseComp: 72.8%, Terminal-Bench 2.1: 70.2%.

What are the context window sizes for GPT-5.2 and K2 Horizon 375B-A23B?

GPT-5.2 supports 400K tokens and K2 Horizon 375B-A23B supports an unknown number of 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 and K2 Horizon 375B-A23B?

Key differences include LLM Stats Score (40.7 vs 38.5), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.2 and K2 Horizon 375B-A23B?

GPT-5.2 is developed by OpenAI and K2 Horizon 375B-A23B is developed by Institute of Foundation Models.