Inference.net Schematron models: built for JSON extraction

Inference.net
Services found: 2
#AI modelCapabilitiesAPI $/1M (in / out)Context windowPrice / moOutput $/1MOverviewVisit site
1

Schematron V2 Turbo

Inference.net
Text & chatStructured JSON outputPrompt caching
$0.03 / $0.15125K tokensAPI only0.15View
2

Schematron V2 Small

Inference.net
Text & chatStructured JSON outputPrompt caching
$0.05 / $0.23125K tokensAPI only0.23View

Browse by need

Inference.net contributes Schematron V2 Turbo at $0.03 input and $0.15 output per 1M tokens and Schematron V2 Small at $0.05 input and $0.23 output per 1M tokens to this rating. Inference.net is a serverless inference provider that also trains small task-specific models; Schematron turns HTML into schema-conforming JSON.

With 2 models here the line-up is small, so benchmark it against a comparable model from a larger vendor before committing production traffic.

PriceFrom $0.03 / $0.15 per 1M tokens, input and output.
ContextUp to 125K tokens in a single conversation.
CapabilitiesRecorded here for text & chat, structured JSON output, prompt caching, proprietary API.

Models from this vendor

2 Inference.net models in this rating. Prices are input and output per 1M tokens from the vendor official price list; for dirhams multiply by 3.6725. Tap a card to open the model page.

How to choose

  • Benchmark against a comparable model from a larger vendor before committing production traffic — line-ups this size get less independent testing.
  • Start with Schematron V2 Turbo at $0.03 / $0.15 per 1M tokens; it is the cheapest entry point here.
  • Check the context window against your longest input — the largest here is Schematron V2 Turbo at 125K tokens.
  • Confirm support terms and deprecation policy, which smaller vendors document less thoroughly.

Common mistakes

Assuming parity with the majorsOn the hardest tasks the frontier labs remain ahead; compare on your own cases.
Skipping the exit planA smaller vendor can change terms or availability faster. Identify a fallback model before you depend on this one.

Who this suits

Data extraction pipelinesSchematron turns HTML into schema-conforming JSON.
High-volume jobsFrom $0.03 input and $0.15 output per 1M tokens — cheaper than 95% of priced models in this rating.
Structured-output usersRecorded here for structured JSON output, with a 125K context.

Related filters

Text & chat228 models for text generation and chat
Prompt caching147 models with cheap repeated context
Proprietary API151 closed-weight, API-only models
Alibaba (Qwen)34 models in this rating
OpenAI30 models in this rating
Google DeepMind17 models in this rating

Frequently asked questions

How many Inference.net models are in this rating?

2, covering text & chat, structured JSON output, prompt caching, proprietary API.

How much do Inference.net models cost?

Schematron V2 Turbo is $0.03 input and $0.15 output per 1M tokens; Schematron V2 Small is $0.05 input and $0.23 output per 1M tokens. Prices come from the vendor’s own pages.

Is it open weight?

Not in this rating.

Is Inference.net a safe default?

For most teams no — start with a mainstream vendor and use this one where its pricing or specialisation gives a concrete advantage.

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