The AI arena is free today

Open Superagent

Kimi K2.8 Preview vs o1-pro

Comparing Kimi K2.8 Preview and o1-pro across benchmarks, pricing, and capabilities.

Moonshot AI · OpenAI · Updated for 2026

Which is better?

Kimi K2.8 Preview and o1-pro trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

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

Choose Kimi K2.8 Preview

  • 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.

Benchmark wins
Input price
— / M
— / M
Output price
— / M
— / M
Context window
1,048,576

Individual benchmarks

0 reported for Kimi K2.8 Preview · 2 for o1-pro

No common benchmarks found

Kimi K2.8 Preview 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 Kimi K2.8 Preview specifies input context (1,048,576 tokens).

Moonshot AI
Kimi K2.8 Preview
Input1,048,576 tokens
Output- tokens
OpenAI
o1-pro
Input- tokens
Output- tokens
Mon Sep 14 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Kimi K2.8 Preview and o1-pro support multimodal inputs.

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

Kimi K2.8 Preview

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.

Kimi K2.8 Preview

Proprietary

Closed source

o1-pro

Proprietary

Closed source

Release Timeline

When each model was launched

Kimi K2.8 Preview was released on 2026-09-11, while o1-pro was released on 2024-12-17.

Kimi K2.8 Preview is 21 months newer than o1-pro.

Kimi K2.8 Preview

Sep 11, 2026

3 days ago

1.7yr newer
o1-pro

Dec 17, 2024

1.7 years ago

Knowledge Cutoff

When training data ends

o1-pro has a documented knowledge cutoff of 2023-09-30, while Kimi K2.8 Preview'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 K2.8 Preview's cutoff date.

Kimi K2.8 Preview

o1-pro

Sep 2023

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Kimi K2.8 Preview and o1-pro side-by-side, then vote on the output you prefer.

Kimi K2.8 Preview
✓ Preferred
o1-pro
Open in Playground

FAQ

Common questions about Kimi K2.8 Preview vs o1-pro.

Which is better, Kimi K2.8 Preview or o1-pro?

Kimi K2.8 Preview (Moonshot AI) and o1-pro (OpenAI) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Kimi K2.8 Preview compare to o1-pro in benchmarks?

o1-pro scores AIME 2024: 86.0%, GPQA: 79.0%.

What are the context window sizes for Kimi K2.8 Preview and o1-pro?

Kimi K2.8 Preview 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.

Who makes Kimi K2.8 Preview and o1-pro?

Kimi K2.8 Preview is developed by Moonshot AI and o1-pro is developed by OpenAI.