Frontier Infra's open decision model. A LoRA merged into Qwen3.8-27B (thinking off) that answers one typed question per forward pass with a probability over the option labels, served through AINode's TypeSafe-compatible /v1/systemone.
Juspay's open decision model. Qwen3.6-35B-A3B with a merged rank-16 LoRA, shipped with a pinned SGLang serving bundle that answers Choice, Score and Noul questions over text, images or a video through a TypeSafe-compatible /v1/systemone API.
Decides
choice, score, noul, classify, route
choice, score, noul, classify, route
Architecture
jebadiah
xor
Fine-tuned from
qwen/qwen3.8-27b
qwen/qwen3.6-35b-a3b
License
apache-2.0
apache-2.0
Availability
Open weights
Open weights
Hosted by
—
—
Input price
—
—
Decision accuracy
86.6%
90.0%
Calibration error
0.113
0.073
Valid action rate
—
—
Median latency
—
69 ms
p95 latency
—
162 ms
Evaluation suite
JevBench public set (231 items), maker's run with the v1.4.2 harness; ECE on the hard tier
Figures are from each model’s manifest; accuracy and latency are what the publishers report, on their own suites and hardware. Add a third model.
Questions
What is the difference between jebadiah and xor?
jebadiah is from Frontier Infra and xor from Juspay. Both have open weights you can download and run. Both answer choice, score, noul, classify and route questions. jebadiah is the smaller model, at 27B parameters to 35B.
Which is more accurate, jebadiah or xor?
They report on different suites — jebadiah 86.6% on JevBench public set (231 items), maker's run with the v1.4.2 harness; ECE on the hard tier, xor 90.0% on JevBench public set (231 items), maker's self-run of Xor 1.2 — so the numbers do not rank them. Test both on your own labelled examples.
Which is cheaper, jebadiah or xor?
jebadiah: Free (open weights). xor: Free (open weights). Open weights cost nothing per call beyond your own hardware.
Can I run jebadiah or xor locally?
Yes, both: systemone pull frontier-infra/jebadiah and systemone pull juspay/xor download the weights.
JevBench public set (231 items), maker's self-run of Xor 1.2
