Model monitor
Google Gemini 3.5 Flash Lite
google/gemini-3.5-flash-lite · via openrouter
As of 2026-08-05: no alarm in 5 of 5 task families · 6 complete panels behind the record.
Served route, trailing 30 days: median latency 0.5 s · p95 0.9 s across 60 probe calls · served by Google AI Studio (60). Observed at panel time — a few calls a day, not continuous uptime.
Certified claim, per family: H0: E[panel_mean_t | prior completed panels] ≥ frozen_null_floor. Fixed panel composition does not assume or establish temporal independence. Recent panels below link to their hash-committed evidence.
Task family
Structured output
- Frozen null floor
- 0.700
- Anytime level α
- 0.050
- Completed panels
- 1
- CS lower
- 0.000
- CS upper
- 1.000
Panel record — 1 completed panels
| Cycle | Completed | Member scores | Mean | Evidence |
|---|---|---|---|---|
| 43 | 2026-08-05 12:59 UTC | 1.001.001.000.651.00 | 0.930 | 6bddc02dce80… |
Newest first. A failed member scores 0 and stays on the record. Each evidence link opens the panel’s full hash-committed record.
Epoch & design record
- Current epoch
caa69f8d-e087-41f8-bb0a-52cd59541bb3- Opened
- 2026-08-05 12:27 UTC
- Previous epoch
6ad2b80b-d607-4a71-aa71-8daf8e39c985- Transition
- checker_refresh
- Design hash
8a4f5431d708d308ccd859fc31d097a5db0297535ace2795cab39b5f087eb318- Panel hash
a37ad21aa4b8c3e16dbae958c68a70064a9d95487e131d832f2c601f7fdacf14- Pool hash
8e9496011afbb949e38b3facc664e6dd560f1c5d2155fd424fcb720d084c69ee- Panel size
- 5
- Terminal failure
- zero — a failed member scores 0 and stays on the record
- Pool version
structured-output-v3- Checker version
structured_output-v2- Reference mean μ₀
- 0.700
- Minimum effect δ
- 0.000
- Evidence log e
- -0.17 · max 0.00 · alarm at 3.00 (= ln 1/α)
- Raw scores kept
- 5
- Provider spend, this epoch
- $0.0017998
The persisted monitor state is the authority a certificate replays byte-for-byte; the chart band above is a faithful replay of the same recorded panel means. Spend sums completed probe runs and includes reserved estimates where a run’s true cost was unrecoverable.
Task family
Extraction
- Frozen null floor
- 0.700
- Anytime level α
- 0.050
- Completed panels
- 1
- CS lower
- 0.000
- CS upper
- 1.000
Panel record — 1 completed panels
| Cycle | Completed | Member scores | Mean | Evidence |
|---|---|---|---|---|
| 43 | 2026-08-05 12:56 UTC | 1.001.001.000.001.00 | 0.800 | b94c6e812d53… |
Newest first. A failed member scores 0 and stays on the record. Each evidence link opens the panel’s full hash-committed record.
Epoch & design record
- Current epoch
99138791-e8c1-4c4f-b911-abc42f9a84aa- Opened
- 2026-08-05 12:27 UTC
- Previous epoch
b2b316ba-d856-41de-8d55-086cd7b97642- Transition
- checker_refresh
- Design hash
a2749265eac9731c94d1b8cada6fedc0e453bbc919053c455268b3a7eb248a61- Panel hash
1703e9221c9ce6ce1a9f69974cf0fd77056ac1ee4009dec47e3e6f23be2d4351- Pool hash
51802fc8964f7d9927bcabfae23b4bd2f0905e8977c9f8fb4ce50884ab0fbba6- Panel size
- 5
- Terminal failure
- zero — a failed member scores 0 and stays on the record
- Pool version
extraction-v3- Checker version
extraction-v2- Reference mean μ₀
- 0.700
- Minimum effect δ
- 0.000
- Evidence log e
- -0.07 · max 0.00 · alarm at 3.00 (= ln 1/α)
- Raw scores kept
- 5
- Provider spend, this epoch
- $0.0004178
The persisted monitor state is the authority a certificate replays byte-for-byte; the chart band above is a faithful replay of the same recorded panel means. Spend sums completed probe runs and includes reserved estimates where a run’s true cost was unrecoverable.
Task family
Instruction following
- Frozen null floor
- 0.700
- Anytime level α
- 0.050
- Completed panels
- 2
- CS lower
- 0.000
- CS upper
- 1.000
Panel record — 2 completed panels
| Cycle | Completed | Member scores | Mean | Evidence |
|---|---|---|---|---|
| 43 | 2026-08-05 12:36 UTC | 1.001.000.831.001.00 | 0.967 | dd3337ab25d0… |
| 42 | 2026-08-05 11:36 UTC | 1.001.000.831.001.00 | 0.967 | e58eaa654870… |
Newest first. A failed member scores 0 and stays on the record. Each evidence link opens the panel’s full hash-committed record.
Epoch & design record
- Current epoch
8b2f4401-b21d-4102-8ff4-06da76a6f79b- Opened
- 2026-08-05 10:46 UTC
- Design hash
4f5cc6b9ff4ce026ccab93f5a3c8241f78eb005bc8b8068e4c701e9236504412- Panel hash
e7dfea1f343f7bf37e066a1117ca21f3438e804ad61437bf72d810640cef7e71- Pool hash
9c5d065322394a6fb18c6d7f90c5bb63f00781f3e4c4aaa663536f76bb8ba7f9- Panel size
- 5
- Terminal failure
- zero — a failed member scores 0 and stays on the record
- Pool version
instruction_following-v3- Checker version
instruction_following-v1- Reference mean μ₀
- 0.700
- Minimum effect δ
- 0.000
- Evidence log e
- -0.20 · max 0.00 · alarm at 3.00 (= ln 1/α)
- Raw scores kept
- 10
- Provider spend, this epoch
- $0.0003756
The persisted monitor state is the authority a certificate replays byte-for-byte; the chart band above is a faithful replay of the same recorded panel means. Spend sums completed probe runs and includes reserved estimates where a run’s true cost was unrecoverable.
Task family
Code reasoning
- Frozen null floor
- 0.700
- Anytime level α
- 0.050
- Completed panels
- 0
This route is watched. Its record begins at the first complete panel — nothing is backfilled, including for us.
Epoch & design record
- Current epoch
d572d53f-0a30-4823-a821-0af4de95a995- Opened
- 2026-08-05 12:27 UTC
- Previous epoch
8ef31a64-b55f-4b46-9d09-fe8fd21da992- Transition
- checker_refresh
- Design hash
bc3668bd52d9d48803b744c2c90f4ed816d7e394525b32b4219f6bab5c9c6df2- Panel hash
827de544c7641d140ac37e321bdb2578a41e291915f519183abbc5bd68153e81- Pool hash
cbfba66601ff51f43c83017d6de9e49988afcee72235f5dca89d705f4f8bb4cc- Panel size
- 5
- Terminal failure
- zero — a failed member scores 0 and stays on the record
- Pool version
code_reasoning-v4- Checker version
code_reasoning-v2- Reference mean μ₀
- 0.700
- Minimum effect δ
- 0.000
- Evidence log e
- 0.00 · max 0.00 · alarm at 3.00 (= ln 1/α)
- Raw scores kept
- 0
The persisted monitor state is the authority a certificate replays byte-for-byte; the chart band above is a faithful replay of the same recorded panel means. Spend sums completed probe runs and includes reserved estimates where a run’s true cost was unrecoverable.
Task family
Math
- Frozen null floor
- 0.700
- Anytime level α
- 0.050
- Completed panels
- 2
- CS lower
- 0.000
- CS upper
- 1.000
Panel record — 2 completed panels
| Cycle | Completed | Member scores | Mean | Evidence |
|---|---|---|---|---|
| 43 | 2026-08-05 12:32 UTC | 0.001.001.001.001.00 | 0.800 | 584118de1900… |
| 42 | 2026-08-05 11:33 UTC | 0.001.001.001.001.00 | 0.800 | bbd74aff3392… |
Newest first. A failed member scores 0 and stays on the record. Each evidence link opens the panel’s full hash-committed record.
Epoch & design record
- Current epoch
fd84db18-dbe5-4a02-8554-9e6e9f8179f9- Opened
- 2026-08-05 10:46 UTC
- Design hash
fdf94065c55c2ee7d86701efc50be0f5abdc5f02a236f6df52c2ac6f7db801eb- Panel hash
882f3932d07aeb85c4f6406a550d8ad14512e70d3df2432fe7aab03d0508bc75- Pool hash
7ed49fa9a63ba0e0907ff8326de00a843a926618f6d0dec40aa8e491d041e99b- Panel size
- 5
- Terminal failure
- zero — a failed member scores 0 and stays on the record
- Pool version
math-v4- Checker version
math-v1- Reference mean μ₀
- 0.700
- Minimum effect δ
- 0.000
- Evidence log e
- -0.11 · max 0.00 · alarm at 3.00 (= ln 1/α)
- Raw scores kept
- 10
- Provider spend, this epoch
- $0.0023328
The persisted monitor state is the authority a certificate replays byte-for-byte; the chart band above is a faithful replay of the same recorded panel means. Spend sums completed probe runs and includes reserved estimates where a run’s true cost was unrecoverable.