The AI arena is free today

Open Superagent

Ling 3.1 Flash vs Llama 3.2 90B Instruct

Ling 3.1 Flash leads the LLM Stats Score 51.1 to 5.2.

InclusionAI · Meta · Updated for 2026

Which is better?

Ling 3.1 Flash leads the overall LLM Stats Score 51.1 to 5.2, ranking #14 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 51.1 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

Choose Llama 3.2 90B Instruct

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
51.1
#14
5.2
#311
47.7
#25
6.7
#299
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.35 / M
Output price
— / M
$0.40 / M
Context window
—
128,000

Individual benchmarks

11 reported for Ling 3.1 Flash · 13 for Llama 3.2 90B Instruct

No common benchmarks found

Ling 3.1 Flash and Llama 3.2 90B Instructdon'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

Model Size

Parameter count comparison

470.0B diff

Ling 3.1 Flash has 470.0B more parameters than Llama 3.2 90B Instruct, making it 522.2% larger.

InclusionAI
Ling 3.1 Flash
560.0Bparameters
Meta
Llama 3.2 90B Instruct
90.0Bparameters
560.0B
Ling 3.1 Flash
90.0B
Llama 3.2 90B Instruct

Context Window

Maximum input and output token capacity

Only Llama 3.2 90B Instruct specifies input context (128,000 tokens). Only Llama 3.2 90B Instruct specifies output context (128,000 tokens).

InclusionAI
Ling 3.1 Flash
Input- tokens
Output- tokens
Meta
Llama 3.2 90B Instruct
Input128,000 tokens
Output128,000 tokens
Wed Oct 07 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Llama 3.2 90B Instruct supports multimodal inputs, whereas Ling 3.1 Flash does not.

Llama 3.2 90B Instruct 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

Llama 3.2 90B Instruct

Text
Images
Audio
Video

Release Timeline

When each model was launched

Ling 3.1 Flash was released on 2026-09-30, while Llama 3.2 90B Instruct was released on 2024-09-25.

Ling 3.1 Flash is 25 months newer than Llama 3.2 90B Instruct.

Ling 3.1 Flash

Sep 30, 2026

1 weeks ago

2.0yr newer
Llama 3.2 90B Instruct

Sep 25, 2024

2.0 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Ling 3.1 Flash and Llama 3.2 90B Instruct side-by-side, then vote on the output you prefer.

Ling 3.1 Flash
✓ Preferred
Llama 3.2 90B Instruct
Open in Playground

FAQ

Common questions about Ling 3.1 Flash vs Llama 3.2 90B Instruct.

Which is better, Ling 3.1 Flash or Llama 3.2 90B Instruct?

Ling 3.1 Flash leads the LLM Stats Score 51.1 to 5.2. Ling 3.1 Flash is made by InclusionAI and Llama 3.2 90B Instruct is made by Meta. 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 Llama 3.2 90B Instruct in benchmarks?

Ling 3.1 Flash scores CyberGym: 87.9%, DRACO: 85.5%, FrontierSWE: 75.2%, Multi-Challenge: 69.8%, SkillsBench: 68.7%. Llama 3.2 90B Instruct scores AI2D: 92.3%, DocVQA: 90.1%, MGSM: 86.9%, MMLU: 86.0%, ChartQA: 85.5%.

What are the context window sizes for Ling 3.1 Flash and Llama 3.2 90B Instruct?

Ling 3.1 Flash supports an unknown number of tokens and Llama 3.2 90B Instruct supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Ling 3.1 Flash and Llama 3.2 90B Instruct?

Key differences include LLM Stats Score (51.1 vs 5.2), multimodal support (no vs yes), licensing (Unknown vs Llama 3.2). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.1 Flash and Llama 3.2 90B Instruct?

Ling 3.1 Flash is developed by InclusionAI and Llama 3.2 90B Instruct is developed by Meta.