Model comparison
Gemma 4 31B IT vs StarCoder2 15B
Capability radar, value bars, and side-by-side posture.
Gemma 4 31B IT
Not scored
value score
StarCoder2 15B
70
value score
Gemma 4 31B IT ctx
—
StarCoder2 15B ctx
16K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- StarCoder2 15B70
Attribute tape
| Field | Gemma 4 31B IT | StarCoder2 15B |
|---|---|---|
| Developer | Hugging Face | Hugging Face |
| Context | — | 16K |
| Modalities | Image-text-to-text | Text, Code |
| Openness | — | Open Weights |
| Speed | — | — |
| Price | — | — |
| Value score | — | 70 |
| Summary | Gemma 4 31B IT is Google DeepMind's open-weight, instruction-tuned multimodal language model with 31 billion dense parameters and a 256K-token context window, supporting text and image inputs for reasoning, coding, document understanding, and agentic workflows. Released under Apache 2.0, it is designed for self-hosted or cloud-deployed server-grade inference by developers and researchers. | BigCode open coding model on Hugging Face. |