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Gemma 3 12B vs Qwen2 7B Instruct

Gemma 3 12B significantly outperforms across most benchmarks.

Google · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Gemma 3 12B outperforms in 6 benchmarks (GPQA, GSM8k, HumanEval, MATH, MBPP, MMLU-Pro), while Qwen2 7B Instruct is better at 1 benchmark (LiveCodeBench). Gemma 3 12B significantly outperforms across most benchmarks.

Based on current benchmark, pricing, and model metadata for 2026.

Choose Gemma 3 12B

  • you want the strongest raw capability — it leads on 6 of 7 shared benchmarks
  • you want the most recent training data — it shipped Mar 2025

Choose Qwen2 7B Instruct

  • you are already invested in the Alibaba Cloud / Qwen Team ecosystem

At a glance

The differences that matter most.

Benchmark wins
6 of 7
1 of 7
Input price
$0.05 / M
— / M
Output price
$0.10 / M
— / M
Context window
131,072
Released
Mar 2025
Jul 2024
License
Gemma
Apache 2.0

Performance Benchmarks

Comparative analysis across standard metrics

7 benchmarks

Gemma 3 12B outperforms in 6 benchmarks (GPQA, GSM8k, HumanEval, MATH, MBPP, MMLU-Pro), while Qwen2 7B Instruct is better at 1 benchmark (LiveCodeBench).

Gemma 3 12B significantly outperforms across most benchmarks.

Thu Aug 27 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Model Size

Parameter count comparison

4.4B diff

Gemma 3 12B has 4.4B more parameters than Qwen2 7B Instruct, making it 57.5% larger.

Google
Gemma 3 12B
12.0Bparameters
Alibaba Cloud / Qwen Team
Qwen2 7B Instruct
7.6Bparameters
12.0B
Gemma 3 12B
7.6B
Qwen2 7B Instruct

Context Window

Maximum input and output token capacity

Only Gemma 3 12B specifies input context (131,072 tokens). Only Gemma 3 12B specifies output context (131,072 tokens).

Google
Gemma 3 12B
Input131,072 tokens
Output131,072 tokens
Alibaba Cloud / Qwen Team
Qwen2 7B Instruct
Input- tokens
Output- tokens
Thu Aug 27 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Gemma 3 12B supports multimodal inputs, whereas Qwen2 7B Instruct does not.

Gemma 3 12B can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemma 3 12B

Text
Images
Audio
Video

Qwen2 7B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Gemma 3 12B is licensed under Gemma, while Qwen2 7B Instruct uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

Gemma 3 12B

Gemma

Open weights

Qwen2 7B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Gemma 3 12B was released on 2025-03-12, while Qwen2 7B Instruct was released on 2024-07-23.

Gemma 3 12B is 8 months newer than Qwen2 7B Instruct.

Gemma 3 12B

Mar 12, 2025

1.5 years ago

7mo newer
Qwen2 7B Instruct

Jul 23, 2024

2.1 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?Start an Issue discussion

Judge for yourself.

Run your own prompts against Gemma 3 12B and Qwen2 7B Instruct side-by-side, then vote on the output you prefer.

Gemma 3 12B
✓ Preferred
Qwen2 7B Instruct
Open in Playground

FAQ

Common questions about Gemma 3 12B vs Qwen2 7B Instruct.

Which is better, Gemma 3 12B or Qwen2 7B Instruct?

Gemma 3 12B significantly outperforms across most benchmarks. Gemma 3 12B is made by Google and Qwen2 7B Instruct is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Gemma 3 12B compare to Qwen2 7B Instruct in benchmarks?

Gemma 3 12B scores GSM8k: 94.4%, IFEval: 88.9%, DocVQA: 87.1%, BIG-Bench Hard: 85.7%, HumanEval: 85.4%. Qwen2 7B Instruct scores MT-Bench: 84.1%, GSM8k: 82.3%, HumanEval: 79.9%, C-Eval: 77.2%, AlignBench: 72.1%.

What are the context window sizes for Gemma 3 12B and Qwen2 7B Instruct?

Gemma 3 12B supports 131K tokens and Qwen2 7B Instruct supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemma 3 12B and Qwen2 7B Instruct?

Key differences include multimodal support (yes vs no), licensing (Gemma vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemma 3 12B and Qwen2 7B Instruct?

Gemma 3 12B is developed by Google and Qwen2 7B Instruct is developed by Alibaba Cloud / Qwen Team.