Model comparison
insight-32b-dense-v1 vs o3
Capability radar, value bars, and side-by-side posture.
insight-32b-dense-v1
Not scored
value score
o3
93
value score
insight-32b-dense-v1 ctx
—
o3 ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- o393
Attribute tape
| Field | insight-32b-dense-v1 | o3 |
|---|---|---|
| Developer | Unknown | OpenAI |
| Context | — | 200K |
| Modalities | Text, Code | |
| Openness | — | Proprietary Model |
| Speed | — | — |
| Price | — | $10/1M in · $40/1M out |
| Value score | — | 93 |
| Summary | A 32B-parameter dense decoder-only large language model published on Hugging Face by independent researcher Wes Davis (wdLangner). Intended for general-purpose text generation, instruction following, and reasoning tasks. | OpenAI reasoning model focused on hard problems. |