Kaelum Bench v0.2 · Public Calibration
M&A, LBO & Capital Allocation · Run evidence
Single configuration-specific calibration run. Not a verified v1 result or statistical ranking.
Methodology →Run summary
Score
98.3/ 100
Raw score 590.0 / 600
Successfully scored responses
Tested-model inference only
No AI evaluation required
Tested-model inference only
Configuration-specific
Public calibration
Cost composition
Recorded run cost
Run identity
Output health
Valid outputs
60 / 60
100.0%
Scoring process
This benchmark uses deterministic scoring. Published rules evaluate the response directly, so no AI judge is used and no judge cost is recorded.
No judge required
The total cost is the tested model's inference cost.
Run identity
Material configuration parameters
Scoring and usage
Judge evidence
Not applicable. This suite uses deterministic scoring and requires no judge.
Run provenance
These timestamps delimit the recorded wall-clock lifecycle span. They do not measure active model execution time or comparable latency.
Authenticated publication
Most visitors only need the run JSON. The other files let auditors and developers independently verify the publication chain behind this result.
Start with this file
Recommended · this run
A sanitized, machine-readable copy of this exact result: model configuration, score, usage, execution, costs, judge summary and provenance. Best for reviewing, archiving or importing this run. The sanitized single-run JSON is a derived projection and is not separately signed.
Advanced downloads
These files work together. A single verification file is not useful on its own.
Release inventory
The signed inventory of this release. It lists every published file together with its SHA-256 digest and byte size.
Authenticity proof
The detached signature over the exact manifest bytes. It lets the public detect whether the signed manifest was changed.
Verification key
The public verification key used to check the signature locally. It cannot be used to create a valid Kaelum signature.
All public runs
A machine-readable directory of all 126 public runs, including their run IDs, benchmark versions and configuration references.
Benchmark dataset
The complete published dataset for M&A, LBO & Capital Allocation, covering all model runs in this benchmark. Its hash and byte size are bound by the signed manifest.
The Ed25519 signature authenticates the exact public manifest bytes, including the release inventory. The manifest in turn binds this run's source aggregate by its SHA-256 digest and byte size.
node -e 'const fs=require("node:fs"),c=require("node:crypto"),m=fs.readFileSync("public-manifest.json"),s=JSON.parse(fs.readFileSync("public-manifest-signature.json","utf8")),k=fs.readFileSync("kaelum-bench-public-release-20260718-v1.pem");console.log(c.verify(null,Buffer.concat([Buffer.from("kaelum-bench-fmb-public-release-v1\0"),m]),k,Buffer.from(s.signature_base64,"base64")))'