Telnyx's hosted decision models, in beta on Telnyx Inference. One request carries shared state and up to 64 typed questions (choice, yes/no noul, ordered score) and returns a probability per option, with no generated text, on a TypeSafe-compatible /v1/systemone route.
SimpleJev's LoRA adapters and pointer head that turn an open model into a typed-decision model: given a state, a question and the options, it returns a probability for every option without generating text. This entry is the Qwen3.8-27B release; the others are linked.
Decides
choice, score, noul, classify, route
choice, score, noul
Architecture
telnyx-decision
jevany
Fine-tuned from
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qwen/qwen3.8-27b
License
proprietary
apache-2.0
Availability
Hosted API
Open weights
Hosted by
Telnyx
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Input price
$0.035/MTok
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Decision accuracy
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86.0%
Calibration error
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0.026
Valid action rate
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Median latency
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p95 latency
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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 decision-flash and jevany?
decision-flash is from Telnyx and jevany from SimpleJev. decision-flash is only available as a hosted API; jevany has open weights you can download and run. Both answer choice, score and noul questions. Only decision-flash answers classify and route. decision-flash is licensed proprietary; jevany, apache-2.0.
Which is more accurate, decision-flash or jevany?
Only jevany publishes an accuracy figure (86.0% on SimpleJev Transfer suite (1,046 decisions from seven cross-domain datasets plus robustness slices; the maker's own)); decision-flash does not, so there is no comparison to make without your own test.
Which is cheaper, decision-flash or jevany?
decision-flash: $0.035 / $0 per 1M. jevany: Free (open weights). Open weights cost nothing per call beyond your own hardware.
Can I run decision-flash or jevany locally?
jevany yes — systemone pull simplejev/jevany downloads its weights. The other is only served as a hosted API.
Evaluation suite
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SimpleJev Transfer suite (1,046 decisions from seven cross-domain datasets plus robustness slices; the maker's own)
