Model comparison
gemma-4-31b-it-oQ8e-mtp (dynamicagency) vs o3
Capability radar, value bars, and side-by-side posture.
gemma-4-31b-it-oQ8e-mtp (dynamicagency)
Not scored
value score
o3
93
value score
gemma-4-31b-it-oQ8e-mtp (dynamicagency) ctx
—
o3 ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- o393
Attribute tape
| Field | gemma-4-31b-it-oQ8e-mtp (dynamicagency) | o3 |
|---|---|---|
| Developer | Dynamic Agency | OpenAI |
| Context | — | 200K |
| Modalities | Text, Code | |
| Openness | — | Proprietary Model |
| Speed | — | — |
| Price | — | $10/1M in · $40/1M out |
| Value score | — | 93 |
| Summary | A community-hosted Hugging Face model artifact packaging Google DeepMind's Gemma 4 31B instruction-tuned weights with multi-token prediction (MTP) support for speculative decoding. The MTP assistant is a small, text-only drafter model used alongside the primary Gemma 4 31B IT model to accelerate inference throughput. | OpenAI reasoning model focused on hard problems. |