Standard One 3B SH (v2)
Standard One 3B SH (v2) by Standard Thinking is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 39.9 on the Jev Decision Index (rank 83).
Pricing
No hosted price is listed. The weights are open: the cost is your own compute.
Specifications
- Provider
- Standard Thinking
- Parameters
- 4B
- 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
- StandardThinking/StandardOne-3B
- Jev-compatible request
- Yes
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- StandardThinking/StandardOne-3B-SH
Benchmarks
- Jev Decision IndexECE 0.101
- 39.9
Jev Decision Index: public 42.9, ECE 0.101, Brier 0.475. 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
- 51.5
Speed & latency
Compare Standard One 3B SH (v2) with…
FAQ
How much does Standard One 3B SH (v2) cost?
Standard One 3B SH (v2) has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can Standard One 3B SH (v2) answer?
Standard One 3B SH (v2) answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is Standard One 3B SH (v2) well calibrated?
On the Jev Decision Index its expected calibration error (ECE) is 0.101; below about 0.05, a stated 80% confidence is right roughly 80% of the time.
Is Standard One 3B SH (v2) open weight, and can it run on a CPU?
Yes, Standard One 3B SH (v2) has open weights. It needs a GPU to run at useful speed.
Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Jev Decision Index, Benchmark Heaven JevBench, Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.