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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 | 13 | 17.57% | 100.0 | 76.92% | +32.66% | +23.08% | -10.25% | -2.97% | 32:29 | 17:25 | 26:52 | 31:57 | 38:05 | 43:27 | 11:13 | 08:18 |
 | Lotus Orb | 13 | 17.57% | 98.1 | 76.92% | +32.66% | -10.25% | -10.25% | 0.00% | 23:57 | 16:37 | 17:46 | 23:57 | 27:16 | 34:07 | 09:30 | 07:02 |
 | Ring of Protection | 38 | 51.35% | 96.2 | 60.53% | +21.64% | -30.53% | +17.25% | 5.78% | 10:32 | -01:29 | 02:05 | 04:02 | 10:21 | 42:23 | 08:16 | 06:07 |
 | Assault Cuirass | 12 | 16.22% | 94.2 | 75.00% | +29.84% | +25.00% | -8.33% | -2.90% | 33:05 | 18:31 | 27:17 | 32:49 | 38:46 | 44:21 | 11:29 | 08:30 |
 | Void Stone | 16 | 21.62% | 92.3 | 68.75% | +23.92% | +6.25% | +6.25% | 0.00% | 22:29 | 11:15 | 17:46 | 22:20 | 25:03 | 31:52 | 07:17 | 05:23 |
 | Bottle | 42 | 56.76% | 90.4 | 57.14% | +16.51% | +33.77% | +2.86% | -30.91% | 01:55 | 01:02 | 01:21 | 01:34 | 02:10 | 06:08 | 00:49 | 00:36 |
 | Medallion of Courage | 4 | 5.41% | 88.5 | 100.00% | +52.86% | 0.00% | 0.00% | 0.00% | 17:35 | 14:26 | 14:26 | 17:07 | 18:19 | 20:27 | 03:53 | 02:52 |
 | Blight Stone | 4 | 5.41% | 86.5 | 100.00% | +52.86% | 0.00% | 0.00% | 0.00% | 17:03 | 13:15 | 13:15 | 16:32 | 17:59 | 20:27 | 04:44 | 03:30 |
 | Magic Wand | 67 | 90.54% | 84.6 | 52.24% | +23.67% | +0.70% | -16.95% | -3.28% | 08:52 | 02:11 | 05:30 | 08:07 | 10:53 | 22:06 | 05:23 | 03:59 |
 | Aghanim's Scepter | 35 | 47.30% | 82.7 | 57.14% | +13.55% | +9.53% | +9.53% | 0.00% | 24:39 | 16:15 | 19:55 | 23:50 | 28:14 | 35:11 | 08:19 | 06:09 |
 | Magic Stick | 73 | 98.65% | 80.8 | 50.68% | +50.68% | +10.43% | +4.88% | -0.87% | 05:39 | -01:29 | 02:11 | 04:17 | 08:34 | 20:25 | 06:23 | 04:43 |
 | Power Treads | 27 | 36.49% | 78.8 | 59.26% | +14.58% | -2.12% | +12.17% | 2.79% | 14:35 | 06:36 | 10:14 | 13:12 | 15:21 | 38:24 | 05:07 | 03:47 |
 | Boots of Speed | 74 | 100.00% | 76.9 | 50.00% | +50.00% | -2.63% | 0.00% | 0.58% | 05:42 | 01:29 | 03:30 | 04:55 | 08:03 | 11:31 | 04:33 | 03:22 |
 | Ring of Health | 74 | 100.00% | 75.0 | 50.00% | +50.00% | -2.63% | 0.00% | 0.87% | 06:12 | 02:23 | 04:22 | 05:49 | 07:24 | 18:59 | 03:02 | 02:14 |
 | Vanguard | 65 | 87.84% | 73.1 | 50.77% | +6.33% | +5.48% | -13.27% | -4.57% | 09:27 | 05:03 | 06:59 | 08:44 | 11:05 | 26:02 | 04:06 | 03:02 |
 | Quelling Blade | 72 | 97.30% | 71.2 | 50.00% | 0.00% | -22.22% | 0.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Eternal Shroud | 36 | 48.65% | 69.2 | 55.56% | +10.82% | -22.23% | -11.12% | 1.19% | 23:11 | 13:36 | 17:27 | 21:56 | 26:48 | 41:26 | 09:21 | 06:55 |
 | Sange | 51 | 68.92% | 67.3 | 50.98% | +3.15% | -4.83% | +18.25% | 3.04% | 20:21 | 09:00 | 15:26 | 19:03 | 23:02 | 40:04 | 07:36 | 05:37 |
 | Kaya | 6 | 8.11% | 65.4 | 83.33% | +36.27% | +16.67% | +16.67% | 0.00% | 27:08 | 20:00 | 25:46 | 26:33 | 31:11 | 31:35 | 05:25 | 04:00 |
 | Hood of Defiance | 62 | 83.78% | 63.5 | 48.39% | -9.94% | -17.14% | +11.61% | 6.48% | 11:21 | 04:09 | 08:35 | 11:07 | 13:01 | 23:07 | 04:26 | 03:17 |
 | Soul Ring | 27 | 36.49% | 61.5 | 55.56% | +8.75% | -41.27% | +15.87% | 16.56% | 05:19 | 02:09 | 02:49 | 04:25 | 06:16 | 11:34 | 03:27 | 02:33 |
 | Chainmail | 38 | 51.35% | 59.6 | 50.00% | 0.00% | +10.00% | +16.67% | 1.73% | 11:36 | 04:40 | 09:27 | 11:15 | 13:18 | 19:51 | 03:51 | 02:51 |
 | Phase Boots | 35 | 47.30% | 57.7 | 48.57% | -2.71% | -4.13% | -4.13% | 0.00% | 11:56 | 05:15 | 10:06 | 12:03 | 13:28 | 17:06 | 03:22 | 02:29 |
 | Crown | 3 | 4.05% | 55.8 | 100.00% | +52.11% | 0.00% | 0.00% | 0.00% | 18:15 | 16:24 | 16:24 | 17:58 | 20:22 | 20:22 | 03:58 | 02:56 |
 | Solar Crest | 3 | 4.05% | 53.8 | 100.00% | +52.11% | 0.00% | 0.00% | 0.00% | 19:09 | 17:39 | 17:39 | 18:39 | 21:08 | 21:08 | 03:29 | 02:34 |
 | Arcane Boots | 3 | 4.05% | 51.9 | 100.00% | +52.11% | 0.00% | 0.00% | 0.00% | 24:02 | 13:43 | 13:43 | 27:09 | 31:13 | 31:13 | 17:30 | 12:57 |
 | Sange and Yasha | 16 | 21.62% | 50.0 | 56.25% | +7.97% | -6.25% | +43.75% | 8.62% | 25:09 | 12:40 | 18:53 | 21:31 | 24:41 | 48:45 | 05:48 | 04:17 |
 | Heaven's Halberd | 17 | 22.97% | 48.1 | 52.94% | +3.82% | +22.06% | +22.06% | 0.00% | 24:01 | 16:03 | 18:01 | 22:57 | 26:38 | 35:18 | 08:37 | 06:22 |
 | Yasha | 17 | 22.97% | 46.2 | 52.94% | +3.82% | -2.94% | +47.06% | 7.85% | 24:34 | 12:40 | 18:19 | 21:20 | 24:41 | 48:20 | 06:22 | 04:42 |
 | Wind Lace | 8 | 10.81% | 44.2 | 62.50% | +14.02% | -62.50% | +37.50% | 0.00% | 13:06 | 03:42 | 07:29 | 13:20 | 16:24 | 20:23 | 08:55 | 06:36 |
 | Black King Bar | 22 | 29.73% | 42.3 | 45.45% | -6.47% | -12.12% | +14.55% | 2.44% | 28:09 | 15:10 | 22:19 | 27:24 | 33:14 | 45:18 | 10:55 | 08:05 |
 | Abyssal Blade | 11 | 14.86% | 40.4 | 54.55% | +5.34% | -21.22% | -21.22% | 0.00% | 40:30 | 26:11 | 29:55 | 40:57 | 44:20 | 58:18 | 14:25 | 10:40 |
 | Skull Basher | 12 | 16.22% | 38.5 | 50.00% | 0.00% | -50.00% | +16.67% | 5.03% | 36:18 | 23:31 | 27:32 | 34:16 | 40:48 | 52:19 | 13:16 | 09:49 |
 | Kaya and Sange | 4 | 5.41% | 36.5 | 75.00% | +26.43% | +25.00% | +25.00% | 0.00% | 26:41 | 20:28 | 20:28 | 26:58 | 28:06 | 31:11 | 07:38 | 05:39 |
 | Blink Dagger | 4 | 5.41% | 34.6 | 75.00% | +26.43% | -75.00% | +25.00% | 0.00% | 26:48 | 17:30 | 17:30 | 20:19 | 33:05 | 36:19 | 15:35 | 11:32 |
 | Helm of Iron Will | 2 | 2.70% | 32.7 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 16:28 | 14:23 | 14:23 | 18:32 | 18:32 | 18:32 | 04:09 | 03:04 |
 | Crimson Guard | 2 | 2.70% | 30.8 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 17:36 | 15:24 | 15:24 | 19:48 | 19:48 | 19:48 | 04:24 | 03:15 |
 | Bloodstone | 2 | 2.70% | 28.8 | 100.00% | +51.39% | 0.00% | 0.00% | 0.00% | 31:50 | 31:31 | 31:31 | 32:09 | 32:09 | 32:09 | 00:38 | 00:28 |
 | Heart of Tarrasque | 8 | 10.81% | 26.9 | 50.00% | 0.00% | 0.00% | +50.00% | 0.00% | 37:35 | 23:47 | 29:59 | 35:01 | 42:51 | 55:00 | 12:52 | 09:31 |
 | Aghanim's Shard | 13 | 17.57% | 25.0 | 38.46% | -14.00% | +28.21% | -38.46% | -5.12% | 30:33 | 20:16 | 21:39 | 26:24 | 34:41 | 59:58 | 13:02 | 09:39 |
 | Shiva's Guard | 1 | 1.35% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.35% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.35% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Headdress | 1 | 1.35% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:28 | 14:28 | 14:28 | 14:28 | 14:28 | 14:28 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.35% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 2.70% | 13.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 08:44 | 06:57 | 06:57 | 10:31 | 10:31 | 10:31 | 03:34 | 02:38 |
 | Eul's Scepter of Divinity | 2 | 2.70% | 11.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 19:15 | 14:59 | 14:59 | 23:31 | 23:31 | 23:31 | 08:32 | 06:19 |
 | Fluffy Hat | 2 | 2.70% | 9.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 08:22 | 06:13 | 06:13 | 10:31 | 10:31 | 10:31 | 04:18 | 03:11 |
 | Bracer | 4 | 5.41% | 7.7 | 25.00% | -26.43% | -25.00% | -25.00% | 0.00% | 03:40 | 01:39 | 01:39 | 01:57 | 02:19 | 08:46 | 00:40 | 00:29 |
 | Aghanim's Blessing | 1 | 1.35% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.35% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 00:00 | 00:00 |
 | Satanic | 1 | 1.35% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 |