# Sage2 extraction model returns structured fields with source text and probabilities

> Original title: As a dev, I am bullish on this new type of system-one extraction model.

- Source: Elvis Saravia
- Published: 2026-11-02T17:37:21.000Z
- Bad Influence: https://badinfluence.news/items/c19qmu7pbbg4ep0uxjt3i75p7
- Original: https://x.com/omarsar0/status/2117310105314086985

## Summary

Elvis Saravia says Sage2 is a system-one extraction model that returns structured values from user-described fields, with exact source text and a probability per result. He says it outperforms Cloudflare's Clairic and is useful for processing research papers. Levanto Labs says Sage2 extracts structured data 166x cheaper than Opus 5.5 and pairs with its Decide model, which it says is 3x faster.

## Post

As a dev, I am bullish on this new type of system-one extraction model.

It's great for evidence-based extraction and perfectly compliment decision models like Jev. 

With Sage 2, you describe the fields you need, and it returns structured values with the exact source text and a probability for each result.

It seems to outperform Cloudflare's Clairic, one of the stronger extraction models I have tried.

We've been experimenting with extraction models, and I'm excited about applications like processing and analyzing research papers. 

Worth checking out.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWIx4oVX0AAvzJy.jpg&mode=thumb&exp=1793836800&sig=23389186a729d785)

## Quoted post @levantolabs

> Software can now understand human language and act on it, in real time.
> 
> Introducing Sage2
> - Extract: natural language in, structured data out. 166x cheaper than Opus 5.5, beats @Cloudflare's Clairic
> - Decide: the first decision model with streaming. 3x faster, because it reads the context as it grows.
> 
> Sage2 is a new primitive for developers. Get 20M tokens free 👇
> 
> Also available on @near_ai and, for agents, via @mpp with @Stripe cards and @Tempo stables.

https://x.com/levantolabs/status/2117304026911908020