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GPT-6 Luna vs o1-pro

GPT-6 Luna leads the LLM Stats Score 44.5 to 19.7.

OpenAI · OpenAI · Updated for 2026

Which is better?

GPT-6 Luna leads the overall LLM Stats Score 44.5 to 19.7, ranking #40 overall.

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 — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose o1-pro

  • you are already invested in the OpenAI ecosystem

At a glance

The differences that matter most.

GPT-6 Luna
OpenAI
o1-pro
OpenAI
Core performance indexes
LLM Stats Score
44.5
#40
19.7
#205
Reasoning
40.0
#58
20.0
#196
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.10 / M
— / M
Output price
$0.50 / M
— / M
Context window
1,050,000
—

Individual benchmarks

5 reported for GPT-6 Luna · 2 for o1-pro

No common benchmarks found

GPT-6 Luna and o1-prodon'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

Context Window

Maximum input and output token capacity

Only GPT-6 Luna specifies input context (1,050,000 tokens). Only GPT-6 Luna specifies output context (128,000 tokens).

OpenAI
GPT-6 Luna
Input1,050,000 tokens
Output128,000 tokens
OpenAI
o1-pro
Input- tokens
Output- tokens
Wed Sep 23 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-6 Luna and o1-pro support multimodal inputs.

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

GPT-6 Luna

Text
Images
Audio
Video

o1-pro

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

o1-pro

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-6 Luna was released on 2026-09-22, while o1-pro was released on 2024-12-17.

GPT-6 Luna is 21 months newer than o1-pro.

GPT-6 Luna

Sep 22, 2026

0 days ago

1.8yr newer
o1-pro

Dec 17, 2024

1.8 years ago

Knowledge Cutoff

When training data ends

GPT-6 Luna has a knowledge cutoff of 2026-05-18, while o1-pro has a cutoff of 2023-09-30.

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 o1-pro (2023-09-30).

GPT-6 Luna

May 2026

2.7 yr newer
o1-pro

Sep 2023

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against GPT-6 Luna and o1-pro side-by-side, then vote on the output you prefer.

GPT-6 Luna
✓ Preferred
o1-pro
Open in Playground

FAQ

Common questions about GPT-6 Luna vs o1-pro.

Which is better, GPT-6 Luna or o1-pro?

GPT-6 Luna leads the LLM Stats Score 44.5 to 19.7. GPT-6 Luna is made by OpenAI and o1-pro is made by OpenAI. 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 o1-pro 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%. o1-pro scores AIME 2024: 86.0%, GPQA: 79.0%.

What are the context window sizes for GPT-6 Luna and o1-pro?

GPT-6 Luna supports 1.1M tokens and o1-pro 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-6 Luna and o1-pro?

Key differences include LLM Stats Score (44.5 vs 19.7). See the full comparison above for benchmark-by-benchmark results.

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