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Ling 3.1 Flash vs Llama 3.2 3B Instruct

Ling 3.1 Flash leads the LLM Stats Score 51.1 to -6.1.

InclusionAI · Meta · Updated for 2026

Which is better?

Ling 3.1 Flash leads the overall LLM Stats Score 51.1 to -6.1, 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 3B Instruct

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

At a glance

The differences that matter most.

Ling 3.1 Flash
InclusionAI
Llama 3.2 3B Instruct
Meta
Core performance indexes
LLM Stats Score
51.1
#14
-6.1
#375
Reasoning
47.7
#25
-6.7
#369
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.01 / M
Output price
— / M
$0.02 / M
Context window
—
128,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Ling 3.1 Flash
Llama 3.2 3B Instruct
Tool use
29.0#13
4.7#166
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

11 reported for Ling 3.1 Flash · 15 for Llama 3.2 3B Instruct

No common benchmarks found

Ling 3.1 Flash and Llama 3.2 3B 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

556.8B diff

Ling 3.1 Flash has 556.8B more parameters than Llama 3.2 3B Instruct, making it 17345.5% larger.

InclusionAI
Ling 3.1 Flash
560.0Bparameters
Meta
Llama 3.2 3B Instruct
3.2Bparameters
560.0B
Ling 3.1 Flash
3.2B
Llama 3.2 3B Instruct

Context Window

Maximum input and output token capacity

Only Llama 3.2 3B Instruct specifies input context (128,000 tokens). Only Llama 3.2 3B Instruct specifies output context (128,000 tokens).

InclusionAI
Ling 3.1 Flash
Input- tokens
Output- tokens
Meta
Llama 3.2 3B Instruct
Input128,000 tokens
Output128,000 tokens
Wed Oct 07 2026 • llm-stats.com

Release Timeline

When each model was launched

Ling 3.1 Flash was released on 2026-09-30, while Llama 3.2 3B Instruct was released on 2024-09-25.

Ling 3.1 Flash is 25 months newer than Llama 3.2 3B Instruct.

Ling 3.1 Flash

Sep 30, 2026

1 weeks ago

2.0yr newer
Llama 3.2 3B 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 3B Instruct side-by-side, then vote on the output you prefer.

Ling 3.1 Flash
✓ Preferred
Llama 3.2 3B Instruct
Open in Playground

FAQ

Common questions about Ling 3.1 Flash vs Llama 3.2 3B Instruct.

Which is better, Ling 3.1 Flash or Llama 3.2 3B Instruct?

Ling 3.1 Flash leads the LLM Stats Score 51.1 to -6.1. Ling 3.1 Flash is made by InclusionAI and Llama 3.2 3B 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 3B 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 3B Instruct scores NIH/Multi-needle: 84.7%, ARC-C: 78.6%, GSM8k: 77.7%, IFEval: 77.4%, HellaSwag: 69.8%.

What are the context window sizes for Ling 3.1 Flash and Llama 3.2 3B Instruct?

Ling 3.1 Flash supports an unknown number of tokens and Llama 3.2 3B 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 3B Instruct?

Key differences include LLM Stats Score (51.1 vs -6.1), licensing (Unknown vs Llama 3.2 Community License). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.1 Flash and Llama 3.2 3B Instruct?

Ling 3.1 Flash is developed by InclusionAI and Llama 3.2 3B Instruct is developed by Meta.

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