Apps · Research & analysis
DocParse
Invoice and contract extraction at volume.
Tokens / 7d
29B
Routing directive
auto:vision
On our metal
44%
Licence
Proprietary
Document pipelines run the same prompt against millions of pages. Accuracy per dollar is everything, and a cheap vision model with a verification pass beats a frontier model on every page.
How it connects
- Vision route with strict JSON schema per document type.
- Cheap first pass, frontier escalation only on low-confidence pages.
- Batch submission with relaxed latency SLAs.
Traffic pattern
Embarrassingly parallel, latency-insensitive, and the best fit for hosted open-weight vision models.
gemini-3.6-flashclaude-sonnet-4.5qwen3-vl-235b
Point it at the gateway
const res = await client.chat.completions.create({
model: "auto:vision",
response_format: { type: "json_schema", json_schema: invoiceSchema },
messages: [{ role: "user", content: [
{ type: "text", text: "Extract line items." },
{ type: "image_url", image_url: { url: pageUrl } }] }] });