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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 | |
 | Pipe of Insight | 15 | 57.69% | 100.0 | 80.00% | +25.45% | -5.00% | -5.00% | 0.00% | 16:54 | 12:30 | 14:52 | 15:26 | 17:10 | 26:59 | 02:18 | 01:42 |
 | Hood of Defiance | 22 | 84.62% | 97.7 | 72.73% | +22.73% | +27.27% | -12.73% | -8.60% | 10:28 | 05:55 | 07:33 | 10:39 | 12:12 | 18:39 | 04:39 | 03:26 |
 | Headdress | 19 | 73.08% | 95.5 | 73.68% | +16.54% | -13.68% | +6.32% | 4.94% | 12:14 | 05:31 | 09:50 | 12:29 | 13:53 | 19:48 | 04:03 | 03:00 |
 | Ring of Health | 24 | 92.31% | 93.2 | 70.83% | +20.83% | -37.50% | -4.16% | 5.28% | 07:52 | 02:42 | 03:18 | 04:07 | 09:37 | 39:21 | 06:19 | 04:40 |
 | Boots of Speed | 26 | 100.00% | 90.9 | 69.23% | +69.23% | +2.20% | +14.10% | 4.35% | 04:01 | -01:29 | 02:49 | 04:19 | 05:33 | 08:35 | 02:44 | 02:01 |
 | Bracer | 4 | 15.38% | 88.6 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 02:09 | 01:52 | 01:52 | 02:00 | 02:10 | 02:33 | 00:18 | 00:13 |
 | Blink Dagger | 22 | 84.62% | 86.4 | 68.18% | -6.82% | -18.18% | -8.18% | 1.38% | 22:04 | 14:21 | 17:34 | 21:37 | 24:48 | 33:08 | 07:14 | 05:21 |
 | Magic Wand | 22 | 84.62% | 84.1 | 68.18% | -6.82% | -1.51% | +11.82% | 2.06% | 09:02 | -01:26 | 05:56 | 10:01 | 12:25 | 16:53 | 06:29 | 04:48 |
 | Magic Stick | 24 | 92.31% | 81.8 | 66.67% | -33.33% | -16.67% | +16.66% | 3.60% | 05:54 | -01:29 | -01:26 | 05:56 | 10:41 | 16:53 | 12:07 | 08:58 |
 | Chainmail | 19 | 73.08% | 79.5 | 68.42% | -3.01% | -8.42% | +31.58% | 7.32% | 09:00 | 04:34 | 05:20 | 08:31 | 10:48 | 17:54 | 05:28 | 04:02 |
 | Ring of Protection | 21 | 80.77% | 77.3 | 66.67% | -13.33% | -6.67% | -26.67% | -1.96% | 07:54 | -01:29 | -01:29 | 09:23 | 11:42 | 18:12 | 13:11 | 09:45 |
 | Arcane Boots | 16 | 61.54% | 75.0 | 68.75% | -1.25% | +6.25% | +6.25% | 0.00% | 06:56 | 04:33 | 05:21 | 06:35 | 07:54 | 10:49 | 02:33 | 01:53 |
 | Soul Ring | 9 | 34.62% | 72.7 | 77.78% | +13.07% | -27.78% | -27.78% | 0.00% | 10:53 | 07:03 | 08:34 | 09:23 | 10:13 | 18:12 | 01:39 | 01:13 |
 | Quelling Blade | 18 | 69.23% | 70.5 | 66.67% | -8.33% | +13.33% | +8.33% | -5.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:28 | 04:32 | 00:01 | 00:00 |
 | Aghanim's Shard | 11 | 42.31% | 68.2 | 72.73% | +6.06% | -6.06% | -6.06% | 0.00% | 27:50 | 19:37 | 21:53 | 30:35 | 31:50 | 38:14 | 09:57 | 07:22 |
 | Void Stone | 11 | 42.31% | 65.9 | 72.73% | +6.06% | -6.06% | -6.06% | 0.00% | 26:57 | 15:23 | 19:20 | 28:09 | 31:03 | 39:21 | 11:43 | 08:40 |
 | Buckler | 13 | 50.00% | 63.6 | 69.23% | 0.00% | -2.56% | +30.77% | 5.46% | 15:46 | 08:50 | 10:47 | 14:37 | 16:53 | 26:56 | 06:06 | 04:31 |
 | Ring of Basilius | 6 | 23.08% | 61.4 | 83.33% | +18.33% | -33.33% | +16.67% | 0.00% | 18:53 | 08:39 | 11:15 | 14:20 | 26:27 | 26:56 | 15:12 | 11:15 |
 | Morbid Mask | 6 | 23.08% | 59.1 | 83.33% | +18.33% | +16.67% | +16.67% | 0.00% | 19:48 | 10:29 | 14:20 | 14:52 | 26:27 | 26:56 | 12:07 | 08:58 |
 | Vladmir's Offering | 6 | 23.08% | 56.8 | 83.33% | +18.33% | +16.67% | +16.67% | 0.00% | 20:15 | 12:40 | 14:21 | 14:59 | 26:44 | 26:56 | 12:23 | 09:10 |
 | Wind Lace | 10 | 38.46% | 54.5 | 70.00% | +1.25% | +30.00% | +30.00% | 0.00% | 10:10 | -01:26 | 04:19 | 09:30 | 13:20 | 28:30 | 09:01 | 06:40 |
 | Phase Boots | 10 | 38.46% | 52.3 | 70.00% | +1.25% | -3.33% | +30.00% | 7.02% | 08:32 | 05:35 | 05:58 | 08:32 | 10:43 | 11:44 | 04:45 | 03:31 |
 | Fluffy Hat | 3 | 11.54% | 50.0 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 30:11 | 25:42 | 25:42 | 27:25 | 37:26 | 37:26 | 11:44 | 08:41 |
 | Aether Lens | 3 | 11.54% | 47.7 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 38:39 | 27:14 | 27:14 | 34:04 | 54:40 | 54:40 | 27:26 | 20:19 |
 | Force Staff | 3 | 11.54% | 45.5 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 30:11 | 25:42 | 25:42 | 27:25 | 37:26 | 37:26 | 11:44 | 08:41 |
 | Wraith Pact | 3 | 11.54% | 43.2 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 26:19 | 18:33 | 18:33 | 29:37 | 30:46 | 30:46 | 12:13 | 09:02 |
 | Sange | 9 | 34.62% | 40.9 | 66.67% | -3.92% | +33.33% | -16.67% | -8.47% | 21:28 | 18:45 | 18:46 | 20:11 | 24:40 | 26:46 | 05:54 | 04:22 |
 | Heaven's Halberd | 9 | 34.62% | 38.6 | 66.67% | -3.92% | +33.33% | -66.67% | -12.32% | 25:04 | 21:34 | 21:36 | 22:44 | 29:43 | 31:12 | 08:07 | 06:00 |
 | Mekansm | 9 | 34.62% | 36.4 | 66.67% | -3.92% | +33.33% | +33.33% | 0.00% | 12:13 | 08:02 | 08:44 | 10:38 | 12:33 | 18:58 | 03:49 | 02:49 |
 | Blight Stone | 5 | 19.23% | 34.1 | 80.00% | +13.33% | +20.00% | -80.00% | 0.00% | 05:45 | -01:29 | -01:29 | 07:46 | 08:10 | 08:32 | 09:39 | 07:08 |
 | Scythe of Vyse | 5 | 19.23% | 31.8 | 80.00% | +13.33% | -80.00% | +20.00% | 0.00% | 32:47 | 27:20 | 27:20 | 31:03 | 34:19 | 42:12 | 06:59 | 05:10 |
 | Guardian Greaves | 8 | 30.77% | 29.5 | 62.50% | -9.72% | +37.50% | +37.50% | 0.00% | 16:15 | 11:01 | 13:54 | 16:06 | 17:16 | 22:05 | 03:22 | 02:29 |
 | Wraith Band | 4 | 15.38% | 27.3 | 75.00% | +6.82% | +25.00% | -75.00% | 0.00% | 02:54 | 01:23 | 01:23 | 01:48 | 03:14 | 05:12 | 01:51 | 01:22 |
 | Arcane Blink | 2 | 7.69% | 25.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 49:56 | 49:09 | 49:09 | 50:43 | 50:43 | 50:43 | 01:34 | 01:09 |
 | Refresher Orb | 2 | 7.69% | 22.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:14 | 29:49 | 29:49 | 32:39 | 32:39 | 32:39 | 02:50 | 02:05 |
 | Aghanim's Scepter | 2 | 7.69% | 20.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 18:42 | 16:38 | 16:38 | 20:46 | 20:46 | 20:46 | 04:08 | 03:03 |
 | Black King Bar | 2 | 7.69% | 18.2 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 42:50 | 42:30 | 42:30 | 43:10 | 43:10 | 43:10 | 00:40 | 00:29 |
 | Lotus Orb | 3 | 11.54% | 15.9 | 66.67% | -2.90% | +33.33% | 0.00% | 0.00% | 24:29 | 19:25 | 19:25 | 25:45 | 28:17 | 28:17 | 08:52 | 06:34 |
 | Boots of Travel 2 | 1 | 3.85% | 13.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 36:59 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.85% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.85% | 9.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 7.69% | 6.8 | 50.00% | -20.83% | +50.00% | 0.00% | 0.00% | 27:45 | 17:56 | 17:56 | 37:34 | 37:34 | 37:34 | 19:38 | 14:32 |
 | Shiva's Guard | 1 | 3.85% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 42:13 | 00:00 | 00:00 |
 | Wind Waker | 1 | 3.85% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |