Model comparison
scratch-assay-segmentatio vs Claude 4 Sonnet
Capability radar, value bars, and side-by-side posture.
scratch-assay-segmentatio
Not scored
value score
Claude 4 Sonnet
91
value score
scratch-assay-segmentatio ctx
—
Claude 4 Sonnet ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- Claude 4 Sonnet91
Attribute tape
| Field | scratch-assay-segmentatio | Claude 4 Sonnet |
|---|---|---|
| Developer | nmariotto | Anthropic |
| Context | — | 200K |
| Modalities | Text, Code, Image | |
| Openness | — | Proprietary Model |
| Speed | — | Fast |
| Price | — | $3/1M in · $15/1M out |
| Value score | — | 91 |
| Summary | A Hugging Face-hosted AI image-segmentation model for scratch assay (wound-healing assay) analysis, applying foundation-model-based segmentation to quantify cell-migration gaps in microscopy images. It targets life-science researchers who need automated, promptable wound-edge segmentation without heavy domain-specific training. | Balanced Claude model for coding and agents. |