The AI arena is free today

Open Superagent

Mercury 3 vs o1-pro

Mercury 3 leads the LLM Stats Score 36.1 to 19.3.

Inception · OpenAI · Updated for 2026

Which is better?

Mercury 3 leads the overall LLM Stats Score 36.1 to 19.3, ranking #98 overall.

In the 1 individual benchmarks reported for both models, Mercury 3 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 Mercury 3

  • overall performance matters — it scores 36.1 and ranks #98 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
36.1
#98
19.3
#227
34.8
#103
19.6
#215
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$0.10 / M
— / M
Output price
$0.35 / M
— / M
Context window
1,000,000
—

Individual benchmarks

12 reported for Mercury 3 · 2 for o1-pro

1 shared

Mercury 3 outperforms in 1 benchmarks (GPQA), while o1-pro is better at 0 benchmarks.

Mercury 3 significantly outperforms across most benchmarks.

Sat Oct 24 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Mercury 3 specifies input context (1,000,000 tokens). Only Mercury 3 specifies output context (131,072 tokens).

Inception
Mercury 3
Input1,000,000 tokens
Output131,072 tokens
OpenAI
o1-pro
Input- tokens
Output- tokens
Sat Oct 24 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

o1-pro supports multimodal inputs, whereas Mercury 3 does not.

o1-pro can handle both text and other forms of data like images, making it suitable for multimodal applications.

Mercury 3

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.

Mercury 3

Proprietary

Closed source

o1-pro

Proprietary

Closed source

Release Timeline

When each model was launched

Mercury 3 was released on 2026-10-19, while o1-pro was released on 2024-12-17.

Mercury 3 is 22 months newer than o1-pro.

Mercury 3

Oct 19, 2026

0 days ago

1.8yr newer
o1-pro

Dec 17, 2024

1.8 years ago

Knowledge Cutoff

When training data ends

o1-pro has a documented knowledge cutoff of 2023-09-30, while Mercury 3'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 Mercury 3's cutoff date.

Mercury 3

—

o1-pro

Sep 2023

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Mercury 3 and o1-pro side-by-side, then vote on the output you prefer.

Mercury 3
✓ Preferred
o1-pro
Open in Playground

FAQ

Common questions about Mercury 3 vs o1-pro.

Which is better, Mercury 3 or o1-pro?

Mercury 3 leads the LLM Stats Score 36.1 to 19.3. Mercury 3 is made by Inception 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 Mercury 3 compare to o1-pro in benchmarks?

Mercury 3 scores GPQA: 89.2%, AA-LCR: 77.7%, IFBench: 76.8%, MRCR v2: 75.5%, DeepSearchQA: 71.3%. o1-pro scores AIME 2024: 86.0%, GPQA: 79.0%.

What are the context window sizes for Mercury 3 and o1-pro?

Mercury 3 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 Mercury 3 and o1-pro?

Key differences include LLM Stats Score (36.1 vs 19.3), multimodal support (no vs yes). See the full comparison above for benchmark-by-benchmark results.

Who makes Mercury 3 and o1-pro?

Mercury 3 is developed by Inception and o1-pro is developed by OpenAI.