The AI arena is free today

Open Superagent

Kimi K3.1 Pro vs o1-pro

Kimi K3.1 Pro leads the LLM Stats Score 55.5 to 19.0.

Moonshot AI · OpenAI · Updated for 2026

Which is better?

Kimi K3.1 Pro leads the overall LLM Stats Score 55.5 to 19.0, ranking #5 overall.

In the 1 individual benchmarks reported for both models, Kimi K3.1 Pro wins 1; 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 Kimi K3.1 Pro

  • overall performance matters — it scores 55.5 and ranks #5 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped Oct 2026

Choose o1-pro

  • you are already invested in the OpenAI ecosystem

At a glance

The differences that matter most.

Core performance indexes
55.5
#5
19.0
#237
54.3
#6
19.4
#225
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$2.00 / M
— / M
Output price
$10.00 / M
— / M
Context window
1,048,576
—

Individual benchmarks

30 reported for Kimi K3.1 Pro · 2 for o1-pro

1 shared

Kimi K3.1 Pro outperforms in 1 benchmarks (GPQA), while o1-pro is better at 0 benchmarks.

Kimi K3.1 Pro significantly outperforms across most 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 Kimi K3.1 Pro specifies input context (1,048,576 tokens). Only Kimi K3.1 Pro specifies output context (1,048,576 tokens).

Moonshot AI
Kimi K3.1 Pro
Input1,048,576 tokens
Output1,048,576 tokens
OpenAI
o1-pro
Input- tokens
Output- tokens
Fri Oct 30 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Kimi K3.1 Pro and o1-pro support multimodal inputs.

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

Kimi K3.1 Pro

Text
Images
Audio
Video

o1-pro

Text
Images
Audio
Video

Release Timeline

When each model was launched

Kimi K3.1 Pro was released on 2026-10-23, while o1-pro was released on 2024-12-17.

Kimi K3.1 Pro is 23 months newer than o1-pro.

Kimi K3.1 Pro

Oct 23, 2026

4 days ago

1.8yr newer
o1-pro

Dec 17, 2024

1.9 years ago

Knowledge Cutoff

When training data ends

o1-pro has a documented knowledge cutoff of 2023-09-30, while Kimi K3.1 Pro's cutoff date is not specified.

We can confirm o1-pro's training data extends to 2023-09-30, but cannot make a direct comparison without Kimi K3.1 Pro's cutoff date.

Kimi K3.1 Pro

—

o1-pro

Sep 2023

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Kimi K3.1 Pro and o1-pro side-by-side, then vote on the output you prefer.

Kimi K3.1 Pro
✓ Preferred
o1-pro
Open in Playground

FAQ

Common questions about Kimi K3.1 Pro vs o1-pro.

Which is better, Kimi K3.1 Pro or o1-pro?

Kimi K3.1 Pro leads the LLM Stats Score 55.5 to 19.0. Kimi K3.1 Pro is made by Moonshot AI 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 Kimi K3.1 Pro compare to o1-pro in benchmarks?

Kimi K3.1 Pro scores BabyVision: 95.4%, GPQA: 94.2%, BenchCAD (with Python tool): 92.7%, BrowseComp: 92.1%, Chartography: 90.2%. o1-pro scores AIME 2024: 86.0%, GPQA: 79.0%.

What are the context window sizes for Kimi K3.1 Pro and o1-pro?

Kimi K3.1 Pro supports 1.0M 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 Kimi K3.1 Pro and o1-pro?

Key differences include LLM Stats Score (55.5 vs 19.0), licensing (Unknown vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Kimi K3.1 Pro and o1-pro?

Kimi K3.1 Pro is developed by Moonshot AI and o1-pro is developed by OpenAI.