Kaelum BenchBack to calibration results

Public Calibration

HGB Reporting

Kaelum Bench · FMB-KNOW-ACC-HGB-02

This view covers the concrete 60-task suite only. Its provisional 600-point score uses deterministic verification only. It exposes sanitized score, execution, token, and cost aggregates, with no prompts, responses, expected solutions, task IDs, provider generation IDs, keys, rationales, digests, or file paths.

Provisional · Deterministic

HGB Reporting · 60-task sub-benchmark

Calibration results

Sanitized lifecycle, coverage, score, token, and cost aggregates for FMB-KNOW-ACC-HGB-02. Results are provisional and specific to the recorded model configuration.

Public Calibration
Sub-benchmark
HGB Reporting · FMB-KNOW-ACC-HGB-02
Models
8 calibration runs
Coverage
60 tasks per model
Deterministic
600 deterministic points

Execution detail

Model runs

Provisional deterministic results use deterministic verification only.

Provisional · Configuration-specific calibration · Single runs; no statistical ranking.

together · high reasoning

nemotron-3-ultra-550b-a55b — open run evidence

nvidia/nemotron-3-ultra-550b-a55b

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

78.3%

469.5 / 600

Valid

59 valid answers

1 invalid JSON response

Provider

0 provider failures

Tokens

72,451

Cost

$0.0756

akashml/fp8 · max reasoning

qwen3.6-35b-a3b — open run evidence

qwen/qwen3.6-35b-a3b

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

89.4%

536.2 / 600

Valid

60 valid answers

0 invalid JSON responses

Provider

0 provider failures

Tokens

240,228

Cost

$0.1892

google-vertex · high reasoning

gemini-3.5-flash — open run evidence

google/gemini-3.5-flash

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

92.4%

554.3 / 600

Valid

60 valid answers

0 invalid JSON responses

Provider

0 provider failures

Tokens

166,578

Cost

$0.9205

morph · max reasoning

minimax-m3 — open run evidence

minimax/minimax-m3

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

89.3%

535.6 / 600

Valid

60 valid answers

0 invalid JSON responses

Provider

0 provider failures

Tokens

74,392

Cost

$0.053

xai · high reasoning

grok-4.5 — open run evidence

x-ai/grok-4.5

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

90.7%

544.0 / 600

Valid

60 valid answers

0 invalid JSON responses

Provider

0 provider failures

Tokens

101,528

Cost

$0.2461

modelrun/fp4 · max reasoning

kimi-k2.6 — open run evidence

moonshotai/kimi-k2.6

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

90.2%

541.1 / 600

Valid

60 valid answers

0 invalid JSON responses

Provider

0 provider failures

Tokens

377,761

Cost

$1.10

azure · max reasoning

claude-sonnet-5 — open run evidence

anthropic/claude-sonnet-5

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

85.6%

513.6 / 600

Valid

60 valid answers

0 invalid JSON responses

Provider

0 provider failures

Tokens

319,978

Cost

$2.12

alibaba · xhigh reasoning

deepseek-v4-flash — open run evidence

deepseek/deepseek-v4-flash

StatusProvisional · Deterministic
Progress

60 / 60

Deterministic

84.5%

507.1 / 600

Valid

60 valid answers

0 invalid JSON responses

Provider

0 provider failures

Tokens

214,446

Cost

$0.0483