certo-decision-model

altslateDecision modelOpen weights

certo-decision-model by altslate 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. The weights are open: the cost is your own compute.

Specifications

Provider: altslate
Parameters: —
Released: Sep 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Encoder classifier
Backbone: —
Jev-compatible request: Yes
Runs on CPU: —
License: mit
Hugging Face: altslate/certo-decision-model

Benchmarks

Benchmark Heaven JevBench (Capability): 43.1
DecisionBenchECE 0.041: 0.233

Compare certo-decision-model with…

certo-decision-model vs amos-1-large—/1M in certo-decision-model vs amos-1-medium—/1M in certo-decision-model vs Celeris-1 Decision$0.04/1M in certo-decision-model vs ScaleDown Classify-1$0.04/1M in certo-decision-model vs Cloudflare clef—/1M in certo-decision-model vs Cloudflare clef-flash—/1M in

FAQ

How much does certo-decision-model cost?

certo-decision-model has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can certo-decision-model answer?

certo-decision-model answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is certo-decision-model well calibrated?

No calibration measurement for certo-decision-model is recorded yet.

Is certo-decision-model open weight, and can it run on a CPU?

Yes, certo-decision-model has open weights.

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