BenchmarksBusiness Operation (Internal)
Business Operation (Internal)
Internal business-operation workflow performance. The source reports this configuration separately from other tasks and settings.
Test definition
- Author / evaluator
- Reported by Moonshot AI
- Version / family
- Business Operation (Internal) / Business Operation
- Evidence available
- 7 results in 2 comparison groups
How the test is scored
Internal Business Operation evaluation; task count, judge and detailed aggregation are not published. The separate finance chart reports Kimi 37.0, while this full table reports 37.8; both retain their source contexts.
Comparison notes
Publisher-reported results, read 24 October 2026. Compare reported values only within the same source row; tool settings, subsets, versions, judges and metrics must not be combined.
A different task split, tool policy, judge or reasoning effort can change the result. Choose one comparison group below.
Results by evaluator
Select a publication and metric to compare the recorded field.
selfKimi K3.1 Pro: complete release evaluation · Business Operation (Internal)
- 37.8%
- 32.3%
- 30.7%
- 18.6%
- 8.9%
Bars start at zero. 5 reported results in this comparison group; ties share a rank. Source ↗
All observations
Every numeric result, with its source and reported run conditions.
7 results
| Model | Result (%) | Source | Run |
|---|---|---|---|
| Kimi K3.1 Pro | 37.8 | self | DetailsInternal Business Operation evaluation; task count, judge and detailed aggregation are not published. The separate finance chart reports Kimi 37.0, while this full table reports 37.8; both retain their source contexts. Read 24 October 2026. All 47 source rows and six comparison columns are retained, with text-only HLE and both ZeroBench metrics split explicitly. Kimi uses max reasoning effort, temperature 1.0 and top-p 0.95 unless a row states otherwise; proprietary comparison columns are labelled max with fallback. Comparison figures include quoted external results and mixed harnesses. Missing cells remain null and do not enter ranks. Lower hallucination rates rank first; every other rank compares larger values within the same row. Terminal-Bench Science’s September DeepSeek score is attributed separately according to footnote 2. These publication claims do not populate independent boards. Highspeed has no independently identified results and inherits none of these scores.
|
| 37.0Internal Business Operation (finance chart) | self | DetailsThe finance figure labels Kimi 37.0; the complete release table reports 37.8. Both publisher claims remain visible rather than replacing one. Chart labels and explicit release prose, read 24 October 2026. These are internal publisher evaluations. The finance-chart Business Operation value differs from the full-table value and retains its own row. No Highspeed scores are inferred.
| |
| Claude Fable 5.1 | 30.7 | self | DetailsInternal Business Operation evaluation; task count, judge and detailed aggregation are not published. The separate finance chart reports Kimi 37.0, while this full table reports 37.8; both retain their source contexts. Read 24 October 2026. All 47 source rows and six comparison columns are retained, with text-only HLE and both ZeroBench metrics split explicitly. Kimi uses max reasoning effort, temperature 1.0 and top-p 0.95 unless a row states otherwise; proprietary comparison columns are labelled max with fallback. Comparison figures include quoted external results and mixed harnesses. Missing cells remain null and do not enter ranks. Lower hallucination rates rank first; every other rank compares larger values within the same row. Terminal-Bench Science’s September DeepSeek score is attributed separately according to footnote 2. These publication claims do not populate independent boards. Highspeed has no independently identified results and inherits none of these scores.
|
| GPT-6 Astra | 32.3 | self | DetailsInternal Business Operation evaluation; task count, judge and detailed aggregation are not published. The separate finance chart reports Kimi 37.0, while this full table reports 37.8; both retain their source contexts. Read 24 October 2026. All 47 source rows and six comparison columns are retained, with text-only HLE and both ZeroBench metrics split explicitly. Kimi uses max reasoning effort, temperature 1.0 and top-p 0.95 unless a row states otherwise; proprietary comparison columns are labelled max with fallback. Comparison figures include quoted external results and mixed harnesses. Missing cells remain null and do not enter ranks. Lower hallucination rates rank first; every other rank compares larger values within the same row. Terminal-Bench Science’s September DeepSeek score is attributed separately according to footnote 2. These publication claims do not populate independent boards. Highspeed has no independently identified results and inherits none of these scores.
|
| DeepSeek V4.1 Flash 1017 | 8.9 | self | DetailsInternal Business Operation evaluation; task count, judge and detailed aggregation are not published. The separate finance chart reports Kimi 37.0, while this full table reports 37.8; both retain their source contexts. Read 24 October 2026. All 47 source rows and six comparison columns are retained, with text-only HLE and both ZeroBench metrics split explicitly. Kimi uses max reasoning effort, temperature 1.0 and top-p 0.95 unless a row states otherwise; proprietary comparison columns are labelled max with fallback. Comparison figures include quoted external results and mixed harnesses. Missing cells remain null and do not enter ranks. Lower hallucination rates rank first; every other rank compares larger values within the same row. Terminal-Bench Science’s September DeepSeek score is attributed separately according to footnote 2. These publication claims do not populate independent boards. Highspeed has no independently identified results and inherits none of these scores.
|
| GLM 5.3 | 18.6 | self | DetailsInternal Business Operation evaluation; task count, judge and detailed aggregation are not published. The separate finance chart reports Kimi 37.0, while this full table reports 37.8; both retain their source contexts. Read 24 October 2026. All 47 source rows and six comparison columns are retained, with text-only HLE and both ZeroBench metrics split explicitly. Kimi uses max reasoning effort, temperature 1.0 and top-p 0.95 unless a row states otherwise; proprietary comparison columns are labelled max with fallback. Comparison figures include quoted external results and mixed harnesses. Missing cells remain null and do not enter ranks. Lower hallucination rates rank first; every other rank compares larger values within the same row. Terminal-Bench Science’s September DeepSeek score is attributed separately according to footnote 2. These publication claims do not populate independent boards. Highspeed has no independently identified results and inherits none of these scores.
|
| Kimi K3 | 8.9Internal Business Operation (finance chart) | self | DetailsThe finance figure labels Kimi 37.0; the complete release table reports 37.8. Both publisher claims remain visible rather than replacing one. Chart labels and explicit release prose, read 24 October 2026. These are internal publisher evaluations. The finance-chart Business Operation value differs from the full-table value and retains its own row. No Highspeed scores are inferred.
|
Reproduction
Public execution instructions have not been verified in this catalogue. This status does not claim that the benchmark is closed or impossible to run.
Execution documentation ↗