Sieve 0.8B

Sthānika AIDecision modelOpen weights

Sieve 0.8B by Sthānika AI is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 23.1 on the Jev Decision Index (rank 118).

Pricing

No hosted price is listed. The weights are open: the cost is your own compute.

Specifications

Provider: Sthānika AI
Parameters: 590M
Released: Oct 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Decoder LM with a decision readout
Backbone: Qwen/Qwen3.5-0.8B-Base
Jev-compatible request: No
Runs on CPU: Yes
License: apache-2.0
Hugging Face: sthanika-ai/Sieve-0.8B

Benchmarks

Jev Decision IndexECE 0.088: 23.1

Jev Decision Index: public 32.3, ECE 0.088, Brier 0.541. Lower ECE means its probabilities can be taken at face value.

Self-reported by the publisher

The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.

Jev Decision Index public suite (self-run)Self-reportedDecision Index public balanced skill, edition 0.3 kit (release-v3), self-run: 32.3
Decision Index 0.3 public suite (140,178 scored requests; thSelf-reported: 32.3

Speed & latency

Median latency per call (Decision Index)

52 ms

Compare Sieve 0.8B with…

Sieve 0.8B vs amos-1-large—/1M in Sieve 0.8B vs amos-1-medium—/1M in Sieve 0.8B vs Celeris-1 Decision$0.04/1M in Sieve 0.8B vs ScaleDown Classify-1$0.04/1M in Sieve 0.8B vs Cloudflare clef—/1M in Sieve 0.8B vs Cloudflare clef-flash—/1M in

FAQ

How much does Sieve 0.8B cost?

Sieve 0.8B has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can Sieve 0.8B answer?

Sieve 0.8B answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is Sieve 0.8B well calibrated?

On the Jev Decision Index its expected calibration error (ECE) is 0.088; below about 0.05, a stated 80% confidence is right roughly 80% of the time.

Is Sieve 0.8B open weight, and can it run on a CPU?

Yes, Sieve 0.8B has open weights. It is small enough to run on a CPU.

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