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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Drum of Endurance | 8 | 27.59% | 100.0 | 87.50% | +54.17% | +12.50% | -37.50% | -15.15% | 21:29 | 15:49 | 19:15 | 21:32 | 22:33 | 27:45 | 03:18 | 02:26 |
 | Tranquil Boots | 13 | 44.83% | 97.3 | 76.92% | +51.92% | +23.08% | -10.25% | -2.75% | 20:08 | 08:40 | 11:19 | 16:45 | 23:26 | 44:49 | 12:07 | 08:58 |
 | Boots of Bearing | 4 | 13.79% | 94.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 34:24 | 24:28 | 24:28 | 27:03 | 36:53 | 49:13 | 12:25 | 09:11 |
 | Wind Lace | 19 | 65.52% | 91.9 | 63.16% | +43.16% | -3.16% | -3.16% | 0.00% | 10:26 | 03:12 | 06:57 | 08:51 | 10:44 | 33:04 | 03:47 | 02:48 |
 | Ring of Protection | 6 | 20.69% | 89.2 | 83.33% | +44.20% | +16.67% | +16.67% | 0.00% | 07:17 | -01:29 | -01:29 | 03:51 | 08:52 | 25:42 | 10:21 | 07:40 |
 | Boots of Speed | 28 | 96.55% | 86.5 | 50.00% | +50.00% | +7.14% | -7.14% | -2.81% | 08:39 | 02:48 | 05:38 | 08:12 | 10:43 | 17:07 | 05:05 | 03:45 |
 | Soul Ring | 5 | 17.24% | 83.8 | 80.00% | +38.33% | +20.00% | +20.00% | 0.00% | 08:57 | 04:29 | 04:29 | 08:13 | 09:29 | 14:40 | 05:00 | 03:42 |
 | Magic Wand | 21 | 72.41% | 81.1 | 52.38% | +14.88% | -12.38% | +7.62% | 1.98% | 15:09 | 05:59 | 09:27 | 13:09 | 19:32 | 33:11 | 10:05 | 07:28 |
 | Magic Stick | 29 | 100.00% | 78.4 | 48.28% | +48.28% | +8.86% | +37.43% | 4.82% | 02:34 | -01:29 | -01:29 | -01:28 | 07:25 | 13:04 | 08:54 | 06:35 |
 | Aether Lens | 4 | 13.79% | 75.7 | 75.00% | +31.00% | +25.00% | +25.00% | 0.00% | 35:31 | 29:05 | 29:05 | 33:02 | 37:45 | 42:11 | 08:40 | 06:25 |
 | Chainmail | 2 | 6.90% | 73.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 09:42 | 07:03 | 07:03 | 12:21 | 12:21 | 12:21 | 05:18 | 03:55 |
 | Bracer | 2 | 6.90% | 70.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 10:13 | 01:58 | 01:58 | 18:27 | 18:27 | 18:27 | 16:29 | 12:12 |
 | Void Stone | 7 | 24.14% | 67.6 | 57.14% | +11.69% | -7.14% | +42.86% | 6.32% | 29:40 | 11:05 | 25:47 | 30:26 | 33:42 | 42:11 | 07:55 | 05:51 |
 | Fluffy Hat | 10 | 34.48% | 64.9 | 50.00% | +2.63% | -16.67% | 0.00% | 1.32% | 18:22 | 09:20 | 11:24 | 16:11 | 24:03 | 30:23 | 12:39 | 09:22 |
 | Blink Dagger | 3 | 10.34% | 62.2 | 66.67% | +20.52% | -66.67% | 0.00% | 6.19% | 28:47 | 23:19 | 23:19 | 28:57 | 34:05 | 34:05 | 10:46 | 07:58 |
 | Aeon Disk | 4 | 13.79% | 59.5 | 50.00% | +2.00% | -50.00% | -50.00% | 0.00% | 43:32 | 32:25 | 32:25 | 41:07 | 44:30 | 56:07 | 12:05 | 08:57 |
 | Eul's Scepter of Divinity | 1 | 3.45% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 16:53 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.45% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.45% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Holy Locket | 1 | 3.45% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Crown | 1 | 3.45% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 00:00 | 00:00 |
 | Phase Boots | 1 | 3.45% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.45% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.45% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 19:56 | 00:00 | 00:00 |
 | Sange | 1 | 3.45% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.45% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.45% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Buckler | 1 | 3.45% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.45% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 25:42 | 00:00 | 00:00 |
 | Headdress | 1 | 3.45% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.45% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 00:00 | 00:00 |
 | Arcane Boots | 11 | 37.93% | 16.2 | 27.27% | -33.84% | -27.27% | +6.06% | 2.44% | 22:44 | 13:13 | 14:14 | 17:48 | 27:52 | 53:04 | 13:38 | 10:05 |
 | Force Staff | 5 | 17.24% | 13.5 | 40.00% | -10.00% | -40.00% | +60.00% | 14.60% | 28:00 | 23:22 | 23:22 | 28:10 | 30:13 | 31:16 | 06:51 | 05:04 |
 | Glimmer Cape | 5 | 17.24% | 10.8 | 20.00% | -34.17% | -20.00% | -20.00% | 0.00% | 27:44 | 19:35 | 19:35 | 25:46 | 26:04 | 43:09 | 06:29 | 04:48 |
 | Ring of Health | 2 | 6.90% | 8.1 | 0.00% | -51.85% | 0.00% | 0.00% | 0.00% | 32:01 | 30:26 | 30:26 | 33:36 | 33:36 | 33:36 | 03:10 | 02:20 |
 | Orb of Venom | 3 | 10.34% | 5.4 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.45% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |