Comprehensive side-by-side LLM comparison
Qwen3-235B-A22B-Instruct-2507 leads with 26.7% higher average benchmark score. Gemma 3 12B offers 114.7K more tokens in context window than Qwen3-235B-A22B-Instruct-2507. Gemma 3 12B is $0.80 cheaper per million tokens. Gemma 3 12B supports multimodal inputs. Overall, Qwen3-235B-A22B-Instruct-2507 is the stronger choice for coding tasks.
Gemma 3 12B was developed as part of the third generation of Google's open-source model family, designed to provide enhanced capabilities in a mid-sized format. Built with improved architecture and training techniques, it balances performance with practical deployment considerations for diverse use cases.
Alibaba Cloud / Qwen Team
Qwen3 235B Instruct was created as the instruction-tuned version of Qwen3 235B, designed to follow user instructions while leveraging the model's large-scale architecture. Built to provide advanced instruction-following with efficient mixture-of-experts design, it serves applications requiring both capability and practical deployment.
4 months newer

Gemma 3 12B
2025-03-12

Qwen3-235B-A22B-Instruct-2507
Alibaba Cloud / Qwen Team
2025-07-22
Cost per million tokens (USD)

Gemma 3 12B

Qwen3-235B-A22B-Instruct-2507
Context window and performance specifications
Average performance across 4 common benchmarks

Gemma 3 12B

Qwen3-235B-A22B-Instruct-2507
Available providers and their performance metrics

Gemma 3 12B
DeepInfra

Qwen3-235B-A22B-Instruct-2507

Gemma 3 12B

Qwen3-235B-A22B-Instruct-2507

Gemma 3 12B

Qwen3-235B-A22B-Instruct-2507
Novita