Comprehensive side-by-side LLM comparison
DeepSeek-V3.1 leads with 44.0% higher average benchmark score. DeepSeek-V3.1 offers 65.5K more tokens in context window than Gemma 3 12B. Gemma 3 12B is $1.12 cheaper per million tokens. Gemma 3 12B supports multimodal inputs. Overall, DeepSeek-V3.1 is the stronger choice for coding tasks.
DeepSeek
DeepSeek-V3.1 was developed as an incremental advancement over DeepSeek-V3, designed to refine the mixture-of-experts architecture with improved training techniques. Built to enhance quality and efficiency while maintaining the open-source philosophy, it represents continued iteration on DeepSeek's flagship model line.
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.
2 months newer

DeepSeek-V3.1
DeepSeek
2025-01-10

Gemma 3 12B
2025-03-12
Cost per million tokens (USD)

DeepSeek-V3.1

Gemma 3 12B
Context window and performance specifications
Average performance across 4 common benchmarks

DeepSeek-V3.1

Gemma 3 12B
Available providers and their performance metrics

DeepSeek-V3.1
DeepInfra
Novita

Gemma 3 12B

DeepSeek-V3.1

Gemma 3 12B

DeepSeek-V3.1

Gemma 3 12B
DeepInfra