# Vance Benchmark - ollama-gemma4-31b-mlx-HowDoIReflexBenchmark-20260913-030644

- **Started:** 2026-09-13T03:06:44.031351Z
- **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:** 810.3s
- **Total tokens (in / out):** 421.3k / 900 (11 round-trips)


## how-do-i-reflex

| Test | Pass | Score | Time | In | Out | Calls | Reason |
|------|------|-------|------|----|-----|-------|--------|
| `discoversAmbiguousMetaphor` | OK | 1.00 | 110.1s | 85.6k | 217 | 2 | model fired DISCOVER action — discovery reflex worked — 100% — 4/4 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `discovery-fired` | check | 2.50 | 2.50 | DISCOVER action |
| `discovery-signalled` | check | 1.00 | 1.00 |  |
| `concrete-action-accepted` | check | 1.00 | 1.00 | acted via [arthur_action] |

</details>

| `discoversComposedUnknown` | OK | 1.00 | 260.1s | 85.6k | 189 | 2 | model fired DISCOVER action — discovery reflex worked — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `discovery-fired` | check | 2.50 | 2.50 | DISCOVER action |
| `discovery-signalled` | check | 1.00 | 1.00 |  |

</details>

| `discoversInventedFeature` | OK | 1.00 | 17.9s | 85.6k | 190 | 2 | model fired DISCOVER action — discovery reflex worked — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `discovery-fired` | check | 2.50 | 2.50 | DISCOVER action |
| `discovery-signalled` | check | 1.00 | 1.00 | flagged the intent in prose |

</details>

| `discoversJargonRequest` | OK | 1.00 | 60.6s | 79.0k | 156 | 3 | model fired how_do_i tool — discovery reflex worked — 100% — 3/3 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `discovery-fired` | check | 2.50 | 2.50 | how_do_i tool |
| `discovery-signalled` | check | 1.00 | 1.00 | flagged the intent in prose |

</details>

| `discoversUnknownTerm` | OK | 1.00 | 361.5s | 85.5k | 148 | 2 | model fired DISCOVER action — discovery reflex worked — 100% — 4/4 checks |

<details><summary>checks</summary>

| Check | Kind | Earned | Weight | Note |
|-------|------|--------|--------|------|
| `turn-completed` | stage | 1.00 | 1.00 |  |
| `discovery-fired` | check | 2.50 | 2.50 | DISCOVER action |
| `discovery-signalled` | check | 1.00 | 1.00 | flagged the intent in prose |
| `concrete-action-accepted` | check | 1.00 | 1.00 | acted via [arthur_action] |

</details>