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JevBench by Benchmark Heaven · v1.4.2 · individual system

Malkuth-2B (newfull5, Kev post-train)

This detail uses the public, hash-checked v1.4.2 aggregate. Scores and ranks can change when a new release is published; the page preview remains name-only.

JevBench v1.4.2 score

38.9

Rank #24 of 89 ranked systems.

25.2 points behind Jev 1.13.0's 64.1.

Where it sits among the 89 ranked systems. The marked tick is Jev 1.13.0 (63.3).

Published axes

intelligence
41.3
calibration
53.5
speed
91.4
cost
61.5

Accuracy per tier, incl. sealed

Four radars compare this fixed pair across the score axes, accuracy per tier, and accuracy by family on the hard tier and sealed set. Further out is better on every spoke.

  • A: Malkuth-2B — Jev rebuild · Score 38.9 (#24)
  • B: decider-4b v2 — system-one-open · Score 64.1 (#1)

The four score axes

Radar: the four score axes, two systemsThe four score axes, Malkuth-2B vs decider-4b v2. Intelligence: 41.3 vs 49.4; Calibration: 53.5 vs 75.0; Speed: 91.4 vs 92.9; Cost: 61.5 vs 60.9.50100Intelligence41.3 · 49.4Calibration53.5 · 75.0Speed91.4 · 92.9Cost61.5 · 60.9
0–100, the values in the table. A label-only system has no calibration (counted as 0).

Accuracy per tier, incl. sealed

Radar: accuracy per tier, incl. sealed, two systemsAccuracy per tier, incl. sealed, Malkuth-2B vs decider-4b v2. Easy: 100% vs 100%; Standard: 89% vs 97%; Judge: 86% vs 88%; Hard: 45% vs 67%; Sealed: 24% vs 35%.50100Easy100% · 100%Standard89% · 97%Judge86% · 88%Hard45% · 67%Sealed24% · 35%
Share correct per tier; Sealed = the 308 private decisions, aggregate only.

Hard tier by family (v1.2 topics)

Malkuth-2B and decider-4b v2 have no published v1.2 hard-tier family breakdown.

Neither selected system has a published series for this view.

Share correct within each family of the 47 v1.2 hard-tier decisions (public and held-out).

Sealed set by family

Radar: sealed set by family, two systemsSealed set by family, Malkuth-2B vs decider-4b v2. Ambiguous / abstain: 11% vs 43%; Judge: 34% vs 32%; Long policy: 28% vs 30%; Multi-hop: 13% vs 34%; Paraphrase: 43% vs 50%; Probability: 25% vs 36%; Safety judge: 31% vs 38%; Temporal / numeric: 18% vs 30%; Trade-off: 27% vs 35%; Trap / adversarial: 50% vs 33%.50100Ambiguous /abstain11% · 43%Judge34% · 32%Long policy28% · 30%Multi-hop13% · 34%Paraphrase43% · 50%Probability25% · 36%Safety judge31% · 38%Temporal /numeric18% · 30%Trade-off27% · 35%Trap /adversarial50% · 33%
Share correct within each sealed family — system-level aggregates; the items stay private.

Availability and evidence

Openness
Code and weights marked open in the published row
License note
CC-BY-NC-4.0, research use only (XNLI and RACE in the training mix)
Cost evidence
estimated; the board’s row disclosure contains the published basis.
Endpoint condition
our evaluator-owned Lium GPU pod (RTX PRO 6000), offline read-only container, author's server on loopback
Published source
https://github.com/newfull5/malkuth

Read the full board and published method. The overall score is a composite, not raw accuracy.