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Ling 3.1 Flash vs o1-pro

Ling 3.1 Flash leads the LLM Stats Score 51.0 to 19.7.

InclusionAI · OpenAI · Updated for 2026

Which is better?

Ling 3.1 Flash leads the overall LLM Stats Score 51.0 to 19.7, ranking #15 overall.

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

Choose Ling 3.1 Flash

  • overall performance matters — it scores 51.0 and ranks #15 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.

Core performance indexes
51.0
#15
19.7
#215
47.5
#26
20.0
#206
Cost, coverage & limits
Benchmark wins
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Input price
— / M
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Output price
— / M
— / M
Context window
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Individual benchmarks

11 reported for Ling 3.1 Flash · 2 for o1-pro

No common benchmarks found

Ling 3.1 Flash 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

Input capabilities

Documented input modalities across available providers

o1-pro supports multimodal inputs, whereas Ling 3.1 Flash does not.

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

Ling 3.1 Flash

Text
Images
Audio
Video

o1-pro

Text
Images
Audio
Video

Release Timeline

When each model was launched

Ling 3.1 Flash was released on 2026-09-30, while o1-pro was released on 2024-12-17.

Ling 3.1 Flash is 22 months newer than o1-pro.

Ling 3.1 Flash

Sep 30, 2026

1 weeks 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 Ling 3.1 Flash'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 Ling 3.1 Flash's cutoff date.

Ling 3.1 Flash

—

o1-pro

Sep 2023

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Ling 3.1 Flash and o1-pro side-by-side, then vote on the output you prefer.

Ling 3.1 Flash
✓ Preferred
o1-pro
Open in Playground

FAQ

Common questions about Ling 3.1 Flash vs o1-pro.

Which is better, Ling 3.1 Flash or o1-pro?

Ling 3.1 Flash leads the LLM Stats Score 51.0 to 19.7. Ling 3.1 Flash is made by InclusionAI 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 Ling 3.1 Flash compare to o1-pro in benchmarks?

Ling 3.1 Flash scores CyberGym: 87.9%, DRACO: 85.5%, FrontierSWE: 75.2%, Multi-Challenge: 69.8%, SkillsBench: 68.7%. o1-pro scores AIME 2024: 86.0%, GPQA: 79.0%.

What are the main differences between Ling 3.1 Flash and o1-pro?

Key differences include LLM Stats Score (51.0 vs 19.7), multimodal support (no vs yes), licensing (Unknown vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.1 Flash and o1-pro?

Ling 3.1 Flash is developed by InclusionAI and o1-pro is developed by OpenAI.