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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 | |
 | Magic Stick | 68 | 97.14% | 100.0 | 51.47% | +51.47% | -4.41% | +1.47% | 0.76% | 04:58 | -01:29 | 01:02 | 04:44 | 08:47 | 16:59 | 07:45 | 05:44 |
 | Soul Ring | 69 | 98.57% | 98.1 | 50.72% | +50.72% | +13.99% | -15.43% | -10.32% | 08:00 | 02:25 | 06:22 | 08:07 | 09:13 | 14:06 | 02:51 | 02:06 |
 | Ring of Protection | 69 | 98.57% | 96.2 | 50.72% | +50.72% | +2.22% | +8.10% | 1.03% | 02:51 | -01:29 | -01:29 | 01:37 | 07:11 | 11:15 | 08:40 | 06:25 |
 | Magic Wand | 65 | 92.86% | 94.2 | 50.77% | +10.77% | +5.48% | -7.02% | -2.44% | 08:24 | -01:29 | 05:29 | 08:46 | 10:37 | 20:12 | 05:08 | 03:48 |
 | Arcane Boots | 70 | 100.00% | 92.3 | 50.00% | +50.00% | +11.11% | -14.71% | -8.90% | 07:19 | 03:22 | 05:29 | 07:00 | 08:23 | 16:29 | 02:54 | 02:08 |
 | Boots of Speed | 70 | 100.00% | 90.4 | 50.00% | +50.00% | +5.56% | -2.94% | -3.59% | 04:32 | 01:25 | 02:59 | 04:05 | 05:21 | 14:15 | 02:22 | 01:45 |
 | Blink Dagger | 39 | 55.71% | 88.5 | 53.85% | +8.69% | +26.15% | -43.85% | -5.53% | 33:17 | 18:16 | 24:42 | 31:06 | 37:22 | 1:04:28 | 12:40 | 09:22 |
 | Kaya and Sange | 62 | 88.57% | 86.5 | 50.00% | 0.00% | +25.00% | -16.67% | -7.02% | 19:49 | 13:25 | 16:05 | 17:57 | 22:01 | 44:54 | 05:56 | 04:23 |
 | Linken's Sphere | 6 | 8.57% | 84.6 | 83.33% | +36.45% | +16.67% | -83.33% | 0.00% | 41:18 | 33:09 | 36:04 | 36:23 | 51:27 | 53:37 | 15:23 | 11:23 |
 | Kaya | 64 | 91.43% | 82.7 | 48.44% | -18.23% | +20.31% | -29.69% | -8.98% | 16:26 | 09:33 | 12:31 | 14:33 | 18:05 | 36:39 | 05:34 | 04:07 |
 | Aghanim's Scepter | 34 | 48.57% | 80.8 | 52.94% | +5.72% | +13.73% | -27.94% | -4.11% | 29:16 | 19:45 | 23:55 | 27:41 | 34:04 | 45:08 | 10:09 | 07:31 |
 | Sange | 64 | 91.43% | 78.8 | 46.88% | -36.45% | +15.62% | -21.88% | -7.17% | 18:23 | 11:16 | 15:20 | 17:12 | 20:34 | 38:09 | 05:14 | 03:52 |
 | Quelling Blade | 59 | 84.29% | 76.9 | 47.46% | -16.18% | -0.79% | -0.79% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 04:00 | 00:00 | 00:00 |
 | Ring of Health | 48 | 68.57% | 75.0 | 47.92% | -6.63% | -14.59% | +18.75% | 1.97% | 13:57 | 02:28 | 03:34 | 09:50 | 20:30 | 45:32 | 16:56 | 12:32 |
 | Void Stone | 46 | 65.71% | 73.1 | 47.83% | -6.34% | +10.50% | +6.72% | -0.29% | 25:02 | 10:35 | 18:40 | 23:25 | 31:47 | 53:21 | 13:07 | 09:42 |
 | Bracer | 29 | 41.43% | 71.2 | 51.72% | +2.94% | -8.86% | +5.42% | 11.90% | 02:36 | 00:46 | 01:53 | 02:16 | 03:05 | 09:43 | 01:12 | 00:53 |
 | Scythe of Vyse | 22 | 31.43% | 69.2 | 54.55% | +6.63% | +28.78% | -14.55% | -4.72% | 40:01 | 32:22 | 34:49 | 38:13 | 44:00 | 54:36 | 09:11 | 06:48 |
 | Shiva's Guard | 11 | 15.71% | 67.3 | 63.64% | +16.18% | +36.36% | +3.03% | -13.89% | 31:45 | 24:07 | 28:35 | 30:24 | 30:59 | 42:24 | 02:24 | 01:46 |
 | Bloodstone | 7 | 10.00% | 65.4 | 71.43% | +23.81% | +28.57% | -21.43% | 0.00% | 31:13 | 13:31 | 29:06 | 33:17 | 35:02 | 38:28 | 05:56 | 04:23 |
 | Aghanim's Shard | 17 | 24.29% | 63.5 | 52.94% | +3.88% | -2.94% | -27.94% | -1.70% | 33:08 | 19:59 | 23:55 | 28:21 | 38:38 | 1:02:08 | 14:43 | 10:54 |
 | Lotus Orb | 31 | 44.29% | 61.5 | 45.16% | -8.69% | +17.34% | -20.16% | -5.74% | 24:03 | 15:04 | 19:49 | 23:25 | 26:21 | 39:00 | 06:32 | 04:50 |
 | Hood of Defiance | 27 | 38.57% | 59.6 | 40.74% | -15.07% | +16.40% | -12.17% | -10.58% | 11:19 | 08:34 | 09:35 | 10:26 | 12:17 | 20:17 | 02:42 | 02:00 |
 | Black King Bar | 24 | 34.29% | 57.7 | 41.67% | -12.68% | +25.00% | -8.34% | -3.12% | 31:16 | 20:35 | 24:15 | 30:55 | 34:56 | 57:28 | 10:41 | 07:54 |
 | Pipe of Insight | 4 | 5.71% | 55.8 | 75.00% | +26.52% | +25.00% | +25.00% | 0.00% | 24:40 | 19:34 | 19:34 | 21:41 | 24:09 | 33:17 | 04:35 | 03:23 |
 | Octarine Core | 4 | 5.71% | 53.8 | 75.00% | +26.52% | +25.00% | -75.00% | 0.00% | 41:53 | 29:38 | 29:38 | 37:44 | 40:42 | 59:29 | 11:04 | 08:11 |
 | Aether Lens | 4 | 5.71% | 51.9 | 75.00% | +26.52% | +25.00% | -75.00% | 0.00% | 39:53 | 26:41 | 26:41 | 35:44 | 38:27 | 58:40 | 11:46 | 08:42 |
 | Boots of Travel | 2 | 2.86% | 50.0 | 100.00% | +51.47% | 0.00% | 0.00% | 0.00% | 38:42 | 33:18 | 33:18 | 44:06 | 44:06 | 44:06 | 10:48 | 08:00 |
 | Bottle | 2 | 2.86% | 48.1 | 100.00% | +51.47% | 0.00% | 0.00% | 0.00% | 01:35 | 01:31 | 01:31 | 01:39 | 01:39 | 01:39 | 00:08 | 00:05 |
 | Vanguard | 7 | 10.00% | 46.2 | 42.86% | -7.93% | +7.14% | +7.14% | 0.00% | 08:42 | 06:02 | 06:35 | 09:44 | 09:52 | 10:42 | 03:17 | 02:25 |
 | Wind Lace | 7 | 10.00% | 44.2 | 42.86% | -7.93% | +7.14% | -42.86% | 0.00% | 13:48 | 01:22 | 11:55 | 12:51 | 14:43 | 24:38 | 02:48 | 02:04 |
 | Headdress | 12 | 17.14% | 42.3 | 33.33% | -20.12% | 0.00% | 0.00% | 0.00% | 19:07 | 06:44 | 10:50 | 14:07 | 21:05 | 54:41 | 10:15 | 07:35 |
 | Aghanim's Blessing | 4 | 5.71% | 40.4 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 54:24 | 45:27 | 45:27 | 51:49 | 54:02 | 1:06:16 | 08:35 | 06:21 |
 | Fluffy Hat | 1 | 1.43% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:54 | 53:54 | 53:54 | 53:54 | 53:54 | 53:54 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.43% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 35:22 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.43% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.43% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 53:55 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.43% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.43% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 5 | 7.14% | 26.9 | 40.00% | -10.77% | -40.00% | -40.00% | 0.00% | 18:29 | 13:17 | 13:17 | 18:30 | 20:35 | 24:50 | 07:18 | 05:24 |
 | Guardian Greaves | 8 | 11.43% | 25.0 | 25.00% | -28.23% | +25.00% | +25.00% | 0.00% | 18:18 | 16:06 | 17:11 | 17:47 | 19:18 | 20:59 | 02:07 | 01:34 |
 | Heaven's Halberd | 8 | 11.43% | 23.1 | 25.00% | -28.23% | +25.00% | -25.00% | 0.00% | 26:40 | 18:52 | 23:07 | 23:41 | 29:34 | 34:11 | 06:27 | 04:46 |
 | Buckler | 8 | 11.43% | 21.2 | 25.00% | -28.23% | -25.00% | -25.00% | 0.00% | 16:53 | 13:56 | 14:28 | 15:47 | 18:42 | 20:59 | 04:14 | 03:08 |
 | Mekansm | 9 | 12.86% | 19.2 | 22.22% | -31.88% | -22.22% | -22.22% | 0.00% | 15:41 | 12:36 | 12:37 | 14:00 | 15:26 | 26:33 | 02:49 | 02:05 |
 | Chainmail | 9 | 12.86% | 17.3 | 22.22% | -31.88% | -22.22% | -22.22% | 0.00% | 14:21 | 10:14 | 10:58 | 12:53 | 14:49 | 26:14 | 03:51 | 02:51 |
 | Boots of Travel 2 | 2 | 2.86% | 15.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 55:44 | 49:50 | 49:50 | 1:01:38 | 1:01:38 | 1:01:38 | 11:48 | 08:44 |
 | Aeon Disk | 2 | 2.86% | 13.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 40:49 | 32:39 | 32:39 | 48:58 | 48:58 | 48:58 | 16:19 | 12:05 |
 | Heart of Tarrasque | 2 | 2.86% | 11.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:21 | 30:39 | 30:39 | 36:03 | 36:03 | 36:03 | 05:24 | 04:00 |
 | Ethereal Blade | 3 | 4.29% | 9.6 | 33.33% | -17.42% | +66.67% | 0.00% | 0.00% | 32:29 | 25:44 | 25:44 | 34:40 | 37:03 | 37:03 | 11:19 | 08:22 |
 | Ghost Scepter | 3 | 4.29% | 7.7 | 33.33% | -17.42% | +66.67% | 0.00% | 0.00% | 31:29 | 25:08 | 25:08 | 32:48 | 36:30 | 36:30 | 11:22 | 08:25 |
 | Overwhelming Blink | 3 | 4.29% | 5.8 | 33.33% | -17.42% | -33.33% | 0.00% | 0.00% | 57:34 | 54:47 | 54:47 | 57:19 | 60:37 | 60:37 | 05:50 | 04:19 |
 | Wraith Band | 1 | 1.43% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:08 | 05:08 | 05:08 | 05:08 | 05:08 | 05:08 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.43% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 00:00 | 00:00 |