# Vance Benchmark - glm-5.3-nvfp4-HowDoIReflexBenchmark-20260912-154501

- **Started:** 2026-09-12T15:45:01.055137Z
- **Judge:** glm-5.3-nvfp4
- **Score model:** v2-graded
- **Total tests:** 5
- **Passed:** 5 / 5 (100%)
- **Average score:** 1.000
- **Total LLM time:** 62.4s
- **Total tokens (in / out):** 1.23M / 9.5k (23 round-trips)


## how-do-i-reflex

| Test | Pass | Score | Time | In | Out | Calls | Reason |
|------|------|-------|------|----|-----|-------|--------|
| `discoversAmbiguousMetaphor` | OK | 1.00 | 6.2s | 160.5k | 1.0k | 3 | 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, doc_write] |

</details>

| `discoversComposedUnknown` | OK | 1.00 | 13.2s | 271.0k | 2.0k | 5 | 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 | 8.6s | 159.6k | 1.3k | 3 | 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>

| `discoversJargonRequest` | OK | 1.00 | 13.2s | 211.7k | 1.7k | 4 | 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>

| `discoversUnknownTerm` | OK | 1.00 | 21.2s | 432.2k | 3.5k | 8 | 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 [work_target_get, file_read, doc_find, arthur_action, file_find, tool_description, transfer_client_to_work, doc_grep_path] |

</details>