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attest-31B-v1.0

attest.engineeringDecision model

attest-31B-v1.0 by attest.engineering is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text.

Pricing

No hosted price is listed.

Specifications

Provider
attest.engineering
Parameters
31B
Released
Oct 2026
Open weights
No

FAQ

How much does attest-31B-v1.0 cost?

No price for attest-31B-v1.0 is recorded in our dataset.

What questions can attest-31B-v1.0 answer?

attest-31B-v1.0 answers typed questions about a piece of text, returning a probability for each allowed answer.

Is attest-31B-v1.0 well calibrated?

No calibration measurement for attest-31B-v1.0 is recorded yet.

Is attest-31B-v1.0 open weight, and can it run on a CPU?

No, attest-31B-v1.0 is closed and served as an API.

Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Benchmark Heaven JevBench). Pricing is per 1M tokens (USD); confirm with the provider before production use.