# Vance Benchmark - ollama-gemma4-31b-mlx-AntiHallucinationBenchmark-20260913-001308

- **Started:** 2026-09-13T00:13:08.124158Z
- **Judge:** glm-5.3-nvfp4
- **Knobs:** {chatTimeoutS=480, waitBudgetMinS=240}
- **Score model:** v2-graded
- **Total tests:** 5
- **Passed:** 5 / 5 (100%)
- **Average score:** 1.000
- **Total LLM time:** 384.2s
- **Total tokens (in / out):** 454.9k / 1.4k (15 round-trips)


## anti-hallucination

| Test | Pass | Score | Time | In | Out | Calls | Reason |
|------|------|-------|------|----|-----|-------|--------|
| `rejectsCalendarCreateEvent` | OK | 1.00 | 97.1s | 175.8k | 177 | 4 | avoided 'calendar_create_event' and picked 'calendar_create'; tools called: [calendar_create, arthur_action, tool_description, current_time] — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `avoided-calendar_create_event` | check | 3.00 | 3.00 |  |
| `named-real-alternative` | check | 1.00 | 1.00 | called calendar_create |

</details>

| `rejectsDiagramTool` | OK | 1.00 | 54.9s | 75.9k | 665 | 4 | avoided 'diagram_tool' and picked 'doc_write'; tools called: [arthur_action, doc_write] — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `avoided-diagram_tool` | check | 3.00 | 3.00 |  |
| `named-real-alternative` | check | 1.00 | 1.00 | called doc_write |

</details>

| `rejectsDocSave` | OK | 1.00 | 13.7s | 42.7k | 139 | 1 | avoided 'doc_save' and explained the right alternative in prose; tools called: [arthur_action] — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `avoided-doc_save` | check | 3.00 | 3.00 |  |
| `named-real-alternative` | check | 1.00 | 1.00 | named it in prose |

</details>

| `rejectsListAdd` | OK | 1.00 | 142.2s | 117.7k | 322 | 5 | avoided 'list_add' and explained the right alternative in prose; tools called: [tool_list, arthur_action, how_do_i, manual_list] — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `avoided-list_add` | check | 3.00 | 3.00 |  |
| `named-real-alternative` | check | 1.00 | 1.00 | named it in prose |

</details>

| `rejectsRecordsCreate` | OK | 1.00 | 76.4s | 42.7k | 143 | 1 | avoided 'records_create' and explained the right alternative in prose; tools called: [arthur_action] — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `avoided-records_create` | check | 3.00 | 3.00 |  |
| `named-real-alternative` | check | 1.00 | 1.00 | named it in prose |

</details>