A SHORTLIST · SEPTEMBER 2026

TypeSafe Jev
alternatives.

Compare imajev and Plumb. Choose how you run them.

OPEN MODEL

imajev

Decisions from text and images. Apache 2.0; run it on your own hardware.

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OPEN MODEL

Plumb-4B

A text decision model with option probabilities. Apache 2.0; you run the infrastructure.

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HOSTED IMAJEV

imajev on DecisionCloud

Request free imajev API access. No model server to set up.

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One benchmark. Three models.

HIGHER IS BETTER

JevBench v1.4.2.2: alternatives compared with TypeSafe Jev
Model	Composite / 100	Sealed accuracy
imajev-4B	67.37	37.0%
Plumb-4B	65.84	38.0%
Jev 1.13.0 (reference)	63.29	36.7%

The composite includes speed and estimated self-hosting cost. Sealed accuracy covers 308 unseen items. Results belong to the tested model setups; DecisionCloud was not benchmarked.

Benchmark Heaven · JevBench v1.4.2.2 ↗Scored 27 Sep 2026 · Checked 29 Sep 2026 · Original data ↗

DECISIONCLOUD

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