Model comparison
Cityscapes-Qwen3.5-4B-GGUF vs o3
Capability radar, value bars, and side-by-side posture.
Cityscapes-Qwen3.5-4B-GGUF
Not scored
value score
o3
93
value score
Cityscapes-Qwen3.5-4B-GGUF ctx
—
o3 ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- o393
Attribute tape
| Field | Cityscapes-Qwen3.5-4B-GGUF | o3 |
|---|---|---|
| Developer | Singularity87 | OpenAI |
| Context | — | 200K |
| Modalities | Text, Code | |
| Openness | — | Proprietary Model |
| Speed | — | — |
| Price | — | $10/1M in · $40/1M out |
| Value score | — | 93 |
| Summary | A third-party GGUF quantization of Qwen3.5-4B published by the Singularity87 Hugging Face account, packaged for efficient local inference on consumer hardware. It is a distribution artifact of the upstream Qwen3.5-4B causal language model rather than an independently trained foundation model. | OpenAI reasoning model focused on hard problems. |