# Vance Benchmark - ollama-laguna-s-2.1-nvfp4-HowDoIReflexBenchmark-20260913-215447

- **Started:** 2026-09-13T21:54:47.288920Z
- **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:** 166.7s
- **Total tokens (in / out):** 1.49M / 3.1k (27 round-trips)


## how-do-i-reflex

| Test | Pass | Score | Time | In | Out | Calls | Reason |
|------|------|-------|------|----|-----|-------|--------|
| `discoversAmbiguousMetaphor` | OK | 1.00 | 19.5s | 219.7k | 467 | 4 | model fired how_do_i tool — 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 | how_do_i tool |
| `discovery-signalled` | check | 1.00 | 1.00 | flagged the intent in prose |
| `concrete-action-accepted` | check | 1.00 | 1.00 | acted via [arthur_action, how_do_i, doc_write] |

</details>

| `discoversComposedUnknown` | OK | 1.00 | 17.2s | 441.4k | 556 | 8 | 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>

| `discoversInventedFeature` | OK | 1.00 | 50.2s | 329.3k | 795 | 6 | 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>

| `discoversJargonRequest` | OK | 1.00 | 68.8s | 338.4k | 1.1k | 6 | 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 | 11.0s | 164.2k | 262 | 3 | model fired how_do_i tool — 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 | how_do_i tool |
| `discovery-signalled` | check | 1.00 | 1.00 | flagged the intent in prose |
| `concrete-action-accepted` | check | 1.00 | 1.00 | acted via [doc_read, arthur_action, how_do_i] |

</details>