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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 | |
 | Buckler | 11 | 18.97% | 100.0 | 81.82% | +39.27% | +18.18% | -15.15% | -5.02% | 30:39 | 23:42 | 25:43 | 31:07 | 32:21 | 38:41 | 06:38 | 04:54 |
 | Morbid Mask | 13 | 22.41% | 98.0 | 76.92% | +34.70% | -10.25% | -10.25% | 0.00% | 29:43 | 05:36 | 25:43 | 29:17 | 32:53 | 46:57 | 07:10 | 05:18 |
 | Vladmir's Offering | 7 | 12.07% | 95.9 | 85.71% | +40.61% | +14.29% | +14.29% | 0.00% | 28:26 | 24:03 | 25:43 | 29:17 | 30:06 | 32:22 | 04:23 | 03:14 |
 | Black King Bar | 43 | 74.14% | 93.9 | 58.14% | +31.47% | +14.59% | +5.50% | -1.78% | 26:54 | 17:54 | 23:18 | 26:15 | 28:24 | 36:45 | 05:06 | 03:46 |
 | Eul's Scepter of Divinity | 17 | 29.31% | 91.8 | 64.71% | +20.81% | -39.71% | +10.29% | 7.92% | 17:52 | 10:58 | 13:46 | 16:41 | 20:05 | 33:51 | 06:19 | 04:40 |
 | Magic Wand | 53 | 91.38% | 89.8 | 50.94% | +10.94% | +18.29% | -12.48% | -5.96% | 08:29 | 01:54 | 04:47 | 07:11 | 09:57 | 32:26 | 05:10 | 03:49 |
 | Boots of Speed | 58 | 100.00% | 87.8 | 50.00% | +50.00% | +3.33% | -28.57% | -15.69% | 05:12 | 01:58 | 04:12 | 05:23 | 06:14 | 09:38 | 02:02 | 01:30 |
 | Blink Dagger | 56 | 96.55% | 85.7 | 50.00% | 0.00% | +21.43% | -7.14% | -6.54% | 16:45 | 11:33 | 13:33 | 15:41 | 17:55 | 34:42 | 04:22 | 03:14 |
 | Magic Stick | 56 | 96.55% | 83.7 | 50.00% | 0.00% | +7.14% | -7.14% | -5.07% | 02:46 | -01:29 | 00:48 | 01:43 | 03:37 | 14:14 | 02:49 | 02:05 |
 | Quelling Blade | 56 | 96.55% | 81.6 | 50.00% | 0.00% | +7.14% | -14.29% | -21.43% | -01:23 | -01:30 | -01:29 | -01:29 | -01:28 | 00:51 | 00:01 | 00:00 |
 | Phase Boots | 52 | 89.66% | 79.6 | 50.00% | 0.00% | +26.92% | -19.23% | -20.51% | 09:22 | 06:19 | 07:49 | 09:17 | 10:04 | 17:59 | 02:15 | 01:40 |
 | Chainmail | 52 | 89.66% | 77.6 | 50.00% | 0.00% | +26.92% | -26.92% | -22.59% | 08:12 | 02:08 | 06:57 | 08:25 | 09:20 | 17:41 | 02:23 | 01:45 |
 | Ring of Basilius | 8 | 13.79% | 75.5 | 75.00% | +29.00% | +25.00% | +25.00% | 0.00% | 28:25 | 23:43 | 25:43 | 29:12 | 30:06 | 32:22 | 04:23 | 03:14 |
 | Soul Ring | 43 | 74.14% | 73.5 | 51.16% | +4.49% | +12.48% | +3.39% | -2.45% | 06:26 | 02:43 | 03:52 | 06:24 | 07:35 | 12:29 | 03:43 | 02:45 |
 | Ring of Protection | 44 | 75.86% | 71.4 | 50.00% | 0.00% | +13.64% | +4.55% | -1.98% | 03:24 | -01:29 | -01:28 | 02:51 | 06:03 | 12:29 | 07:31 | 05:34 |
 | Void Stone | 24 | 41.38% | 69.4 | 54.17% | +7.11% | -4.17% | -20.84% | -0.93% | 21:42 | 08:15 | 12:48 | 17:06 | 30:43 | 44:55 | 17:55 | 13:16 |
 | Satanic | 3 | 5.17% | 67.3 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 40:57 | 33:14 | 33:14 | 42:04 | 47:33 | 47:33 | 14:19 | 10:36 |
 | Aeon Disk | 3 | 5.17% | 65.3 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 43:55 | 35:52 | 35:52 | 42:32 | 53:20 | 53:20 | 17:28 | 12:56 |
 | Wind Lace | 23 | 39.66% | 63.3 | 52.17% | +3.60% | +14.50% | +31.16% | 3.62% | 11:54 | 02:44 | 09:04 | 11:10 | 13:40 | 27:30 | 04:36 | 03:24 |
 | Bracer | 21 | 36.21% | 61.2 | 52.38% | +3.73% | -12.38% | +7.62% | 15.58% | 02:51 | -01:29 | 01:59 | 02:22 | 03:16 | 11:06 | 01:17 | 00:57 |
 | Aghanim's Shard | 15 | 25.86% | 59.2 | 53.33% | +4.49% | -3.33% | +21.67% | 2.73% | 32:18 | 23:45 | 27:43 | 31:48 | 36:53 | 41:43 | 09:10 | 06:47 |
 | Blight Stone | 10 | 17.24% | 57.1 | 60.00% | +12.08% | +6.67% | -10.00% | -0.69% | 14:31 | -01:29 | 03:10 | 07:11 | 27:19 | 32:08 | 24:09 | 17:53 |
 | Desolator | 8 | 13.79% | 55.1 | 62.50% | +14.50% | +37.50% | -12.50% | -8.75% | 31:36 | 27:05 | 27:19 | 28:38 | 33:02 | 40:43 | 05:43 | 04:14 |
 | Bottle | 16 | 27.59% | 53.1 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:17 | 01:29 | 01:40 | 02:48 | 04:08 | 07:56 | 02:28 | 01:49 |
 | Heaven's Halberd | 4 | 6.90% | 51.0 | 75.00% | +26.85% | +25.00% | +25.00% | 0.00% | 32:06 | 21:08 | 21:08 | 32:47 | 33:29 | 41:00 | 12:21 | 09:08 |
 | Sange | 4 | 6.90% | 49.0 | 75.00% | +26.85% | +25.00% | +25.00% | 0.00% | 28:25 | 18:36 | 18:36 | 30:02 | 30:39 | 34:24 | 12:03 | 08:55 |
 | Assault Cuirass | 4 | 6.90% | 46.9 | 75.00% | +26.85% | +25.00% | +25.00% | 0.00% | 35:07 | 32:26 | 32:26 | 33:02 | 35:54 | 39:07 | 03:28 | 02:34 |
 | Aghanim's Scepter | 2 | 3.45% | 44.9 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 46:27 | 34:28 | 34:28 | 58:25 | 58:25 | 58:25 | 23:57 | 17:44 |
 | Glimmer Cape | 2 | 3.45% | 42.9 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 31:20 | 26:18 | 26:18 | 36:21 | 36:21 | 36:21 | 10:03 | 07:26 |
 | Refresher Orb | 2 | 3.45% | 40.8 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 43:15 | 42:57 | 42:57 | 43:33 | 43:33 | 43:33 | 00:36 | 00:26 |
 | Fluffy Hat | 6 | 10.34% | 38.8 | 50.00% | 0.00% | 0.00% | +50.00% | 0.00% | 09:58 | 02:39 | 03:58 | 04:11 | 21:27 | 21:34 | 17:29 | 12:57 |
 | Overwhelming Blink | 3 | 5.17% | 36.7 | 66.67% | +17.58% | +33.33% | 0.00% | 0.00% | 35:12 | 33:36 | 33:36 | 34:35 | 37:26 | 37:26 | 03:50 | 02:50 |
 | Ring of Health | 17 | 29.31% | 34.7 | 29.41% | -29.13% | -4.41% | +20.59% | 0.93% | 17:28 | 03:11 | 03:49 | 11:42 | 30:42 | 44:55 | 26:53 | 19:54 |
 | Orb of Venom | 8 | 13.79% | 32.7 | 37.50% | -14.50% | +12.50% | +12.50% | 0.00% | 01:45 | -01:29 | -01:29 | 02:31 | 02:41 | 04:10 | 04:10 | 03:05 |
 | Orb of Corrosion | 4 | 6.90% | 30.6 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 04:21 | 02:40 | 02:40 | 04:18 | 04:29 | 05:58 | 01:49 | 01:20 |
 | Hood of Defiance | 9 | 15.52% | 28.6 | 33.33% | -19.73% | -33.33% | -33.33% | 0.00% | 12:35 | 08:26 | 09:17 | 11:46 | 12:45 | 23:27 | 03:28 | 02:34 |
 | Helm of Iron Will | 1 | 1.72% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.72% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Crown | 1 | 1.72% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.72% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 3.45% | 18.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 05:53 | 04:48 | 04:48 | 06:57 | 06:57 | 06:57 | 02:09 | 01:35 |
 | Aether Lens | 2 | 3.45% | 16.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:40 | 26:44 | 26:44 | 40:36 | 40:36 | 40:36 | 13:52 | 10:16 |
 | Force Staff | 2 | 3.45% | 14.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 23:08 | 21:27 | 21:27 | 24:49 | 24:49 | 24:49 | 03:22 | 02:29 |
 | Lotus Orb | 5 | 8.62% | 12.2 | 20.00% | -32.83% | +80.00% | -20.00% | 0.00% | 34:19 | 24:37 | 24:37 | 36:02 | 36:32 | 43:39 | 11:55 | 08:49 |
 | Arcane Blink | 1 | 1.72% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 |
 | Headdress | 1 | 1.72% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.72% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.72% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:52 | 1:01:52 | 1:01:52 | 1:01:52 | 1:01:52 | 1:01:52 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.72% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 00:00 | 00:00 |