Inference Net

Inference.net: Schematron V2 Turbo

Schematron V2 Turbo is a 3B-parameter HTML-to-JSON extraction model from Inference.net. It prioritizes throughput for high-volume extraction workloads. Extraction instructions must be supplied through a JSON schema in response_format rather...

StreamingJSON mode
128K token context Released Sep 12, 2026

Intelligence overview

128K tok

Context window

8.2K tok

Max output

Capabilities

What Inference.net: Schematron V2 Turbo can do.

Development

Structured output

Returns responses constrained to a JSON schema, ready to parse without cleanup.

Streaming

Streams tokens as they're generated instead of waiting on the full response.

Pricing

Pay for what you use.

Every model in UltraGPT runs behind one flat subscription — this is the underlying per-token cost the catalog tracks.

INPUT

$0.03 / 1M tok

OUTPUT

$0.15 / 1M tok

Cache read$0.03 / 1M tok
Use cases

Built for serious work.

Build

Generate and refactor code, with the ability to return structured, parseable output.

Research

Holds up to 128K tokens of source material in context without losing the thread.

Preview

Ask Inference.net: Schematron V2 Turbo anything.

A preview of the real UltraGPT composer — the model you see here is the model you get.

Inference.net: Schematron V2 Turbo Ready

Continues in the UltraGPT app — one login, every model.

Comparison

How Inference.net: Schematron V2 Turbo stacks up.

The closest models in the catalog by provider, capability and score — real entries, pulled from the same directory.

Specification

Technical details.

Specification

Context window
128K tokens
Max output
8.2K tokens
Input modalities
Text
Output modalities
Text
Release date
Sep 12, 2026
Streaming
Supported
Tool calling
Not supported
JSON mode
Supported

Model identity

Provider ID
inference-net

Model ID

Directory

More from Inference Net, and everything else.

This model is one entry in the full UltraGPT catalog — browse the rest, compare pricing and context windows, or filter by capability.

Inference.net: Schematron V2 Turbo, one subscription away.

UltraGPT puts this model — and every other one in the directory — behind a single login and one flat monthly price.