Bekko System One v0 17M
Bekko System One v0 17M by hotchpotch is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 2.9 on the Jev Decision Index (rank 154).
Pricing
No hosted price is listed. The weights are open: the cost is your own compute.
Specifications
- Provider
- hotchpotch
- Parameters
- 17M
- Released
- Sep 2026
- Open weights
- Yes
- Question types
- Choice (one of N options), Score (ordered rubric), Yes / no
- Mechanism
- Encoder classifier
- Backbone
- jhu-clsp/ettin-encoder-17m
- Jev-compatible request
- Yes
- Runs on CPU
- Yes
- License
- —
- Hugging Face
- hotchpotch/bekko-system-one-v0-17m
Benchmarks
- Jev Decision IndexECE 0.161
- 2.9
- Typed Decisions (agreement with teacher)ECE 0.136
- 0.483
Jev Decision Index: public 7.4, ECE 0.161, Brier 0.746. 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 0.2.1 kit (release-v2.1), self-run
- 7.4
Speed & latency
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FAQ
How much does Bekko System One v0 17M cost?
Bekko System One v0 17M has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can Bekko System One v0 17M answer?
Bekko System One v0 17M answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is Bekko System One v0 17M well calibrated?
On the Jev Decision Index its expected calibration error (ECE) is 0.161; below about 0.05, a stated 80% confidence is right roughly 80% of the time.
Is Bekko System One v0 17M open weight, and can it run on a CPU?
Yes, Bekko System One v0 17M 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.