djev-spark

mmastracDecision modelOpen weights

djev-spark by mmastrac 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: mmastrac
Parameters: —
Released: Sep 2026
Open weights: Yes
Question types: —
Mechanism: Diffusion LM
Backbone: —
Jev-compatible request: No
Runs on CPU: —
License: —

Benchmarks

DecisionBenchECE 0.193: 0.632

Compare djev-spark with…

djev-spark vs amos-1-large—/1M in djev-spark vs amos-1-medium—/1M in djev-spark vs Celeris-1 Decision$0.04/1M in djev-spark vs ScaleDown Classify-1$0.04/1M in djev-spark vs Cloudflare clef—/1M in djev-spark vs Cloudflare clef-flash—/1M in

FAQ

How much does djev-spark cost?

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

What questions can djev-spark answer?

djev-spark answers typed questions about a piece of text, returning a probability for each allowed answer.

Is djev-spark well calibrated?

No calibration measurement for djev-spark is recorded yet.

Is djev-spark open weight, and can it run on a CPU?

Yes, djev-spark has open weights.

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