Image JevBench v0.3.0 · individual system

Clef (Cloudflare)

LLM decoderBase model: undisclosed

local/GPU evaluation

Image JevBench v0.3.0 composite score

18.652

Rank #13 of 44 ranked systems.

From the published full-benchmark aggregate. The composite combines intelligence, calibration, speed and cost.

Published axes

intelligence
47.4
calibration
68.8
speed
75.7
cost
32.2

Cost and speed evidence

Cost per 1,000 decisions
USD 0.182067
Cost basis
measured GPU seconds x $1.19/GPU-hour
Measured latency · p50 / p95
0.515 s / 1.057 s
Adjusted latency · p50 / p95
1.180 s / 2.265 s
Latency adjustment
v1.4 local latency adjustment
Public accuracy
62.6%
Sealed accuracy
65.6%

Published 2026-10-06. Scores and ranks can change in a later release. See the method notes.