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Ling 3.1 Flash vs Qwen3 32B

Ling 3.1 Flash leads the LLM Stats Score 51.0 to 18.4.

InclusionAI · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Ling 3.1 Flash leads the overall LLM Stats Score 51.0 to 18.4, 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 and coding — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose Qwen3 32B

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

At a glance

The differences that matter most.

Core performance indexes
51.0
#15
18.4
#228
47.5
#26
18.6
#222
38.8
#18
8.8
#191
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.08 / M
Output price
— / M
$0.28 / M
Context window
—
40,960

Individual benchmarks

11 reported for Ling 3.1 Flash · 9 for Qwen3 32B

No common benchmarks found

Ling 3.1 Flash and Qwen3 32Bdon'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

527.2B diff

Ling 3.1 Flash has 527.2B more parameters than Qwen3 32B, making it 1607.3% larger.

InclusionAI
Ling 3.1 Flash
560.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3 32B
32.8Bparameters
560.0B
Ling 3.1 Flash
32.8B
Qwen3 32B

Context Window

Maximum input and output token capacity

Only Qwen3 32B specifies input context (40,960 tokens). Only Qwen3 32B specifies output context (40,960 tokens).

InclusionAI
Ling 3.1 Flash
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3 32B
Input40,960 tokens
Output40,960 tokens
Thu Oct 08 2026 • llm-stats.com

Release Timeline

When each model was launched

Ling 3.1 Flash was released on 2026-09-30, while Qwen3 32B was released on 2025-04-29.

Ling 3.1 Flash is 17 months newer than Qwen3 32B.

Ling 3.1 Flash

Sep 30, 2026

1 weeks ago

1.4yr newer
Qwen3 32B

Apr 29, 2025

1.4 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 Qwen3 32B side-by-side, then vote on the output you prefer.

Ling 3.1 Flash
✓ Preferred
Qwen3 32B
Open in Playground

FAQ

Common questions about Ling 3.1 Flash vs Qwen3 32B.

Which is better, Ling 3.1 Flash or Qwen3 32B?

Ling 3.1 Flash leads the LLM Stats Score 51.0 to 18.4. Ling 3.1 Flash is made by InclusionAI and Qwen3 32B is made by Alibaba Cloud / Qwen Team. 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 Qwen3 32B in benchmarks?

Ling 3.1 Flash scores CyberGym: 87.9%, DRACO: 85.5%, FrontierSWE: 75.2%, Multi-Challenge: 69.8%, SkillsBench: 68.7%. Qwen3 32B scores Arena Hard: 93.8%, AIME 2024: 81.4%, LiveBench: 74.9%, MultiLF: 73.0%, AIME 2025: 72.9%.

What are the context window sizes for Ling 3.1 Flash and Qwen3 32B?

Ling 3.1 Flash supports an unknown number of tokens and Qwen3 32B supports 41K 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 Qwen3 32B?

Key differences include LLM Stats Score (51.0 vs 18.4), licensing (Unknown vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.1 Flash and Qwen3 32B?

Ling 3.1 Flash is developed by InclusionAI and Qwen3 32B is developed by Alibaba Cloud / Qwen Team.