Kaelum Bench v0.2 · Public Calibration

gemini-3.6-flash

IFRS Reporting · Run evidence

Provisional · Deterministic

Single configuration-specific calibration run. Not a verified v1 result or statistical ranking.

Methodology →

Run summary

Published result

Score

90.8/ 100

Raw score 544.7 / 600

Valid outputs
60 / 60

Successfully scored responses

Model cost
$0.59

Tested-model inference only

Judge cost
Not used

No AI evaluation required

Total cost
$0.59

Tested-model inference only

Scoring method
Deterministic

Configuration-specific

Release status
Provisional

Public calibration

Cost composition

Recorded run cost

Model inference · $0.59

Run identity

Model setup

Model
gemini-3.6-flash
Provider
Google AI Studio
Exact model ID
google/gemini-3.6-flash
Benchmark
IFRS Reporting
Reasoning
high
Tool access
None

Output health

Execution quality

Valid outputs

60 / 60

100.0%

Attempted
60
Model tokens
125.6k
Not valid
0

Scoring process

How this run was evaluated

This benchmark uses deterministic scoring. Published rules evaluate the response directly, so no AI judge is used and no judge cost is recorded.

Deterministic scoring

No judge required

The total cost is the tested model's inference cost.

Technical appendixFull technical receiptExact configuration, execution, judge and run-identity fields for stored-evidence audit and replay.Open full technical receipt

Run identity

Exact model configuration

Exact model ID
google/gemini-3.6-flash
Provider
Google AI Studio
Exact provider route
openrouter/google-ai-studio
Runtime ID
openrouter-tool-free-non-streaming-v8
Reasoning profile
reasoning-max-supported
Reasoning configuration
high
Tool access
None

Material configuration parameters

allow_fallbacks
false
data_collection
deny
max_attempts_per_task
1
max_concurrency
1
max_generation_metadata_lookups
1
max_output_tokens
44000
max_raw_response_bytes
16777216
max_request_bytes
1048576
metadata_timeout_seconds
60
request_timeout_seconds
300
require_parameters
true
temperature
0
zdr
false

Scoring and usage

Exact execution evidence

Score
544.7 / 600
Percentage
90.8%
Scoring method
Deterministic
Comparison protocol
Configuration-specific
Tested-model cost
$0.5903
Judge cost
Not applicable
Total cost
$0.5903
Input tokens (tested model)
58,622
Output tokens (tested model)
66,986
Total tokens (tested model)
125,608
Attempted tasks
60 / 60
Valid responses
60 / 60
Invalid JSON
0
Schema failures
0
Provider failures
0
Missing responses
0

Judge evidence

Independent assessment details

Not applicable. This suite uses deterministic scoring and requires no judge.

Run provenance

Versioned run identity

These timestamps delimit the recorded wall-clock lifecycle span. They do not measure active model execution time or comparable latency.

Benchmark ID
FMB-KNOW-ACC-IFRS-02
Benchmark version
0.2.0-dev
Scorer ID
fmb-live-scorer-v1
Started at
Completed at
Run ID
7530349e-79d3-5838-a38a-feaac3d68314

Authenticated publication

Signed release evidence

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

Single-run JSON

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.

Download sanitized run JSON

Advanced downloads

Release verification files

These files work together. A single verification file is not useful on its own.

Release inventory

Public manifest

The signed inventory of this release. It lists every published file together with its SHA-256 digest and byte size.

Download signed manifest

Authenticity proof

Ed25519 signature

The detached signature over the exact manifest bytes. It lets the public detect whether the signed manifest was changed.

Download Ed25519 signature

Verification key

Public key

The public verification key used to check the signature locally. It cannot be used to create a valid Kaelum signature.

Download public key

All public runs

Run index

A machine-readable directory of all 126 public runs, including their run IDs, benchmark versions and configuration references.

Download public run index

Benchmark dataset

Source aggregate

The complete published dataset for IFRS Reporting, covering all model runs in this benchmark. Its hash and byte size are bound by the signed manifest.

Download source aggregate
Cryptographic verification detailsPublication identifiers, hash bindings and a local verification command.Open cryptographic verification details

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.

Configuration key
config-cca7ac27b204ad734de7853d84e62833ab8a4387bf5c22feb38947dd15218f84
Campaign ID
08c10202-cfb9-5bfc-af29-7fabc41c4381
Comparison group ID
ifrs-reporting-0.2.0-dev-configuration-specific-v1
Signed release ID
9dbf3d05-67e5-4bbd-aada-585c12163f1a
Release ID
c44af57d-9091-45c8-9299-96dee423e175
Publication key ID
kaelum-bench-public-release-20260718-v1
Manifest SHA-256
caa004fcccade516afe661a318e69b555844595cbcd726cdc749ff3c64a6378f
Source aggregate
fmb-live-runs-ifrs.json
Source aggregate SHA-256
8fd999ef9f857f390f501c31f97fffecdd2775486c2458a4d0779c95bbafa6a1
Source aggregate bytes
15,512

Verify the evidence chain

  1. Verify the detached Ed25519 signature over the domain-prefixed exact manifest bytes using the published public key.
  2. Confirm that the sidecar payload SHA-256 equals the manifest SHA-256 shown above.
  3. Hash the source aggregate and compare its SHA-256 and byte size with the signed manifest entry.
  4. Resolve this run ID through the public run index and match its campaign ID inside that aggregate.
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")))'