A developer-first V7 alternative for image annotation.
A developer-first computer vision platform for image annotation, model training, and inference APIs. SAM3 point, box, and text prompts, a typed SDK and CLI, and transparent USD pricing.
Pictograph vs V7
Where the two differ for a developer building and shipping vision models.
| Pictograph | V7 | |
|---|---|---|
| API-first, SDK-first design | UI-first | |
| SAM3 point, box, and text prompts | – | |
| Transparent USD pricing | Custom / sales | |
| Free tier, no credit card | – | |
| Agent tool registry | 32 tools | – |
| Train and deploy in one platform | ||
| V7 (Darwin) dataset import | n/a |
Where Pictograph fits
Developers who want a code-first, self-serve loop for CV annotation, training, and deployment. The same REST API backs a typed Python SDK, a CLI, and a 32-tool registry for Claude and OpenAI, so automation is a first-class path. SAM3 adds text prompts on top of point and box, and pricing is plain USD with a free tier and no credit card.
Where V7 leads
V7 has invested heavily in document and enterprise workflows with V7 Go. For those use cases it remains strong. Pictograph focuses on the developer-first, API-first lane for image annotation, model training, and inference.
Switch to a developer-first platform
$5/mo free compute. No payment method required.