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GPT-6 Luna vs K-EXAONE-236B-A23B

GPT-6 Luna leads the LLM Stats Score 44.5 to 26.2. GPT-6 Luna is 3.5x cheaper per token.

OpenAI · LG AI Research · Updated for 2026

Which is better?

GPT-6 Luna leads the overall LLM Stats Score 44.5 to 26.2, ranking #40 overall.

On price, GPT-6 Luna is roughly 3.5x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6 Luna also accepts a larger context window (1,050,000 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-6 Luna

  • overall performance matters — it scores 44.5 and ranks #40 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • cost matters — it's about 3.5x cheaper per token
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose K-EXAONE-236B-A23B

  • you want predictable pricing at $0.60/M input and $1.00/M output

At a glance

The differences that matter most.

Core performance indexes
44.5
#40
26.2
#157
40.0
#58
27.2
#145
31.8
#30
4.0
#164
Cost, coverage & limits
Benchmark wins
Input price
$0.10 / M
$0.60 / M
Output price
$0.50 / M
$1.00 / M
Context window
1,050,000
32,768

Individual benchmarks

5 reported for GPT-6 Luna · 6 for K-EXAONE-236B-A23B

No common benchmarks found

GPT-6 Luna and K-EXAONE-236B-A23Bdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-6 Luna costs less

For input processing, GPT-6 Luna ($0.10/1M tokens) is 6.0x cheaper than K-EXAONE-236B-A23B ($0.60/1M tokens).

For output processing, GPT-6 Luna ($0.50/1M tokens) is 2.0x cheaper than K-EXAONE-236B-A23B ($1.00/1M tokens).

In conclusion, K-EXAONE-236B-A23B is more expensive than GPT-6 Luna.*

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

Lowest available price from all providers
Wed Sep 23 2026 • llm-stats.com
OpenAI
GPT-6 Luna
Input tokens$0.10
Output tokens$0.50
Best providerOpenAI
LG AI Research
K-EXAONE-236B-A23B
Input tokens$0.60
Output tokens$1.00
Best providerFriendliAI
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-6 Luna accepts 1,050,000 input tokens compared to K-EXAONE-236B-A23B's 32,768 tokens. GPT-6 Luna can generate longer responses up to 128,000 tokens, while K-EXAONE-236B-A23B is limited to 32,768 tokens.

OpenAI
GPT-6 Luna
Input1,050,000 tokens
Output128,000 tokens
LG AI Research
K-EXAONE-236B-A23B
Input32,768 tokens
Output32,768 tokens
Wed Sep 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-6 Luna supports multimodal inputs, whereas K-EXAONE-236B-A23B does not.

GPT-6 Luna can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-6 Luna

Text
Images
Audio
Video

K-EXAONE-236B-A23B

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

GPT-6 Luna

Proprietary

Closed source

K-EXAONE-236B-A23B

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-6 Luna was released on 2026-09-22, while K-EXAONE-236B-A23B was released on 2025-12-31.

GPT-6 Luna is 9 months newer than K-EXAONE-236B-A23B.

GPT-6 Luna

Sep 22, 2026

0 days ago

8mo newer
K-EXAONE-236B-A23B

Dec 31, 2025

8 months ago

Knowledge Cutoff

When training data ends

GPT-6 Luna has a knowledge cutoff of 2026-05-18, while K-EXAONE-236B-A23B has a cutoff of 2025-10-01.

GPT-6 Luna has more recent training data (up to 2026-05-18), making it potentially better informed about events through that date compared to K-EXAONE-236B-A23B (2025-10-01).

GPT-6 Luna

May 2026

7 mo newer
K-EXAONE-236B-A23B

Oct 2025

Provider Availability

GPT-6 Luna is available from OpenAI. K-EXAONE-236B-A23B is available from FriendliAI.

GPT-6 Luna

openai logo
OpenAI
Input Price:Input: $0.10/1MOutput Price:Output: $0.50/1M

K-EXAONE-236B-A23B

friendli logo
FriendliAI
Input Price:Input: $0.60/1MOutput Price:Output: $1.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GPT-6 Luna and K-EXAONE-236B-A23B side-by-side, then vote on the output you prefer.

GPT-6 Luna
✓ Preferred
K-EXAONE-236B-A23B
Open in Playground

FAQ

Common questions about GPT-6 Luna vs K-EXAONE-236B-A23B.

Which is better, GPT-6 Luna or K-EXAONE-236B-A23B?

GPT-6 Luna leads the LLM Stats Score 44.5 to 26.2. GPT-6 Luna is made by OpenAI and K-EXAONE-236B-A23B is made by LG AI Research. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-6 Luna compare to K-EXAONE-236B-A23B in benchmarks?

GPT-6 Luna scores DeepSWE 1.1: 66.6%, OSWorld 2.0: 52.7%, Agents' Last Exam: 50.9%, FrontierCode 1.1: 42.4%, AutomationBench v1.0.6: 20.7%. K-EXAONE-236B-A23B scores AIME 2025: 92.8%, MMMLU: 85.7%, MMLU-Pro: 83.8%, LiveCodeBench v6: 80.7%, t2-bench: 73.2%.

Is GPT-6 Luna cheaper than K-EXAONE-236B-A23B?

GPT-6 Luna is 6.0x cheaper for input tokens. GPT-6 Luna costs $0.10/M input and $0.50/M output via openai. K-EXAONE-236B-A23B costs $0.60/M input and $1.00/M output via friendli.

What are the context window sizes for GPT-6 Luna and K-EXAONE-236B-A23B?

GPT-6 Luna supports 1.1M tokens and K-EXAONE-236B-A23B supports 33K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-6 Luna and K-EXAONE-236B-A23B?

Key differences include LLM Stats Score (44.5 vs 26.2), context window (1.1M vs 33K), input pricing ($0.10 vs $0.60/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6 Luna and K-EXAONE-236B-A23B?

GPT-6 Luna is developed by OpenAI and K-EXAONE-236B-A23B is developed by LG AI Research.