frontier-infra Jebadiah 9B v2.1
frontier-infra Jebadiah 9B v2.1 by Frontier Infra is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text. It scores 44.9 on the Jev Decision Index (rank 66).
Pricing
No hosted price is listed. The weights are open: the cost is your own compute.
Specifications
- Provider
- Frontier Infra
- Parameters
- 10B
- 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/Qwen3.5-9B
- Jev-compatible request
- Yes
- Runs on CPU
- No
- License
- apache-2.0
- Hugging Face
- frontier-infra/jebadiah-9b-v2-1
Benchmarks
- Jev Decision IndexECE 0.058
- 44.9
Jev Decision Index: public 47.2, ECE 0.058, Brier 0.422. 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
- 47.2
Speed & latency
Compare frontier-infra Jebadiah 9B v2.1 with…
FAQ
How much does frontier-infra Jebadiah 9B v2.1 cost?
frontier-infra Jebadiah 9B v2.1 has no hosted price listed; its weights are open, so the cost is the compute you run it on.
What questions can frontier-infra Jebadiah 9B v2.1 answer?
frontier-infra Jebadiah 9B v2.1 answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.
Is frontier-infra Jebadiah 9B v2.1 well calibrated?
On the Jev Decision Index its expected calibration error (ECE) is 0.058; below about 0.05, a stated 80% confidence is right roughly 80% of the time.
Is frontier-infra Jebadiah 9B v2.1 open weight, and can it run on a CPU?
Yes, frontier-infra Jebadiah 9B v2.1 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, Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.