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Gemini 2.0 Flash Thinking vs Ling 3.1 Flash

Ling 3.1 Flash leads the LLM Stats Score 50.9 to 16.7.

Google · InclusionAI · Updated for 2026

Which is better?

Ling 3.1 Flash leads the overall LLM Stats Score 50.9 to 16.7, ranking #14 overall.

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

Choose Gemini 2.0 Flash Thinking

  • you are already invested in the Google ecosystem

Choose Ling 3.1 Flash

  • overall performance matters — it scores 50.9 and ranks #14 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Gemini 2.0 Flash Thinking
Google
Ling 3.1 Flash
InclusionAI
Core performance indexes
LLM Stats Score
16.7
#232
50.9
#14
Reasoning
17.0
#225
47.4
#26
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
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Individual benchmarks

3 reported for Gemini 2.0 Flash Thinking · 11 for Ling 3.1 Flash

No common benchmarks found

Gemini 2.0 Flash Thinking and Ling 3.1 Flashdon'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

Gemini 2.0 Flash Thinking supports multimodal inputs, whereas Ling 3.1 Flash does not.

Gemini 2.0 Flash Thinking can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 2.0 Flash Thinking

Text
Images
Audio
Video

Ling 3.1 Flash

Text
Images
Audio
Video

Release Timeline

When each model was launched

Gemini 2.0 Flash Thinking was released on 2025-01-21, while Ling 3.1 Flash was released on 2026-09-30.

Ling 3.1 Flash is 21 months newer than Gemini 2.0 Flash Thinking.

Gemini 2.0 Flash Thinking

Jan 21, 2025

1.7 years ago

Ling 3.1 Flash

Sep 30, 2026

1 weeks ago

1.7yr newer

Knowledge Cutoff

When training data ends

Gemini 2.0 Flash Thinking has a documented knowledge cutoff of 2024-08-01, while Ling 3.1 Flash's cutoff date is not specified.

We can confirm Gemini 2.0 Flash Thinking's training data extends to 2024-08-01, but cannot make a direct comparison without Ling 3.1 Flash's cutoff date.

Gemini 2.0 Flash Thinking

Aug 2024

Ling 3.1 Flash

—

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Gemini 2.0 Flash Thinking and Ling 3.1 Flash side-by-side, then vote on the output you prefer.

Gemini 2.0 Flash Thinking
✓ Preferred
Ling 3.1 Flash
Open in Playground

FAQ

Common questions about Gemini 2.0 Flash Thinking vs Ling 3.1 Flash.

Which is better, Gemini 2.0 Flash Thinking or Ling 3.1 Flash?

Ling 3.1 Flash leads the LLM Stats Score 50.9 to 16.7. Gemini 2.0 Flash Thinking is made by Google and Ling 3.1 Flash is made by InclusionAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemini 2.0 Flash Thinking compare to Ling 3.1 Flash in benchmarks?

Gemini 2.0 Flash Thinking scores MMMU: 75.4%, GPQA: 74.2%, AIME 2024: 73.3%. Ling 3.1 Flash scores CyberGym: 87.9%, DRACO: 85.5%, FrontierSWE: 75.2%, Multi-Challenge: 69.8%, SkillsBench: 68.7%.

What are the main differences between Gemini 2.0 Flash Thinking and Ling 3.1 Flash?

Key differences include LLM Stats Score (16.7 vs 50.9), multimodal support (yes vs no), licensing (Proprietary vs Unknown). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 2.0 Flash Thinking and Ling 3.1 Flash?

Gemini 2.0 Flash Thinking is developed by Google and Ling 3.1 Flash is developed by InclusionAI.

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