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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 | |
 | Void Stone | 23 | 23.96% | 100.0 | 73.91% | +38.29% | -7.24% | -7.24% | 0.00% | 33:05 | 13:02 | 28:50 | 34:13 | 37:29 | 55:21 | 08:39 | 06:24 |
 | Boots of Bearing | 19 | 19.79% | 98.4 | 73.68% | +36.02% | +26.32% | -13.68% | -5.84% | 25:48 | 18:19 | 22:23 | 24:36 | 29:14 | 35:26 | 06:51 | 05:04 |
 | Tranquil Boots | 26 | 27.08% | 96.8 | 61.54% | +22.97% | -4.40% | +5.13% | 0.64% | 18:58 | 05:22 | 09:57 | 19:55 | 24:53 | 35:26 | 14:56 | 11:03 |
 | Drum of Endurance | 29 | 30.21% | 95.2 | 58.62% | +19.81% | +12.81% | -1.48% | -2.84% | 13:23 | 08:40 | 10:19 | 11:32 | 15:21 | 38:27 | 05:02 | 03:43 |
 | Scythe of Vyse | 11 | 11.46% | 93.5 | 72.73% | +31.55% | -6.06% | -6.06% | 0.00% | 38:17 | 33:24 | 34:11 | 36:31 | 39:52 | 51:19 | 05:41 | 04:12 |
 | Wind Lace | 91 | 94.79% | 91.9 | 46.15% | +26.15% | +1.68% | -7.02% | -1.69% | 03:46 | -01:29 | -01:28 | 04:19 | 06:36 | 12:05 | 08:04 | 05:58 |
 | Ring of Health | 29 | 30.21% | 90.3 | 55.17% | +14.87% | -12.31% | +1.97% | 0.42% | 19:47 | 00:17 | 03:32 | 13:18 | 37:29 | 56:30 | 33:57 | 25:08 |
 | Magic Wand | 84 | 87.50% | 88.7 | 46.43% | +13.10% | +1.19% | -8.33% | -2.40% | 08:44 | 02:13 | 06:12 | 08:38 | 10:10 | 27:39 | 03:58 | 02:56 |
 | Refresher Orb | 6 | 6.25% | 87.1 | 83.33% | +41.11% | -33.33% | +16.67% | 6.41% | 49:14 | 41:42 | 43:44 | 44:38 | 51:32 | 1:03:42 | 07:48 | 05:46 |
 | Boots of Speed | 96 | 100.00% | 85.5 | 44.79% | +44.79% | +1.04% | -11.46% | -6.41% | 03:03 | -01:29 | 02:02 | 02:59 | 03:59 | 09:07 | 01:57 | 01:26 |
 | Shiva's Guard | 8 | 8.33% | 83.9 | 75.00% | +32.95% | -25.00% | +25.00% | 5.44% | 35:14 | 28:35 | 29:10 | 34:51 | 38:21 | 43:26 | 09:11 | 06:48 |
 | Magic Stick | 94 | 97.92% | 82.3 | 44.68% | -5.32% | +1.15% | -9.90% | -2.10% | 04:26 | -01:30 | 01:54 | 04:45 | 07:10 | 15:19 | 05:16 | 03:54 |
 | Blink Dagger | 62 | 64.58% | 80.6 | 46.77% | +5.59% | +3.23% | -6.77% | -1.66% | 25:12 | 10:21 | 21:30 | 23:55 | 27:31 | 39:15 | 06:01 | 04:27 |
 | Phase Boots | 73 | 76.04% | 79.0 | 45.21% | +1.73% | +4.79% | -11.88% | -5.21% | 08:34 | 04:46 | 06:23 | 07:37 | 09:35 | 27:35 | 03:12 | 02:22 |
 | Black King Bar | 80 | 83.33% | 77.4 | 43.75% | -6.25% | -3.75% | -8.75% | -0.90% | 20:31 | 14:53 | 16:55 | 18:56 | 22:27 | 39:27 | 05:32 | 04:05 |
 | Chainmail | 78 | 81.25% | 75.8 | 43.59% | -6.41% | +11.41% | -17.27% | -7.00% | 08:02 | 02:43 | 05:17 | 06:41 | 09:23 | 36:16 | 04:06 | 03:02 |
 | Kaya | 13 | 13.54% | 74.2 | 61.54% | +19.37% | +38.46% | +5.13% | -2.73% | 27:21 | 17:01 | 20:00 | 28:08 | 32:12 | 39:06 | 12:12 | 09:02 |
 | Aghanim's Scepter | 18 | 18.75% | 72.6 | 55.56% | +13.25% | -15.56% | -5.56% | 1.53% | 33:05 | 22:55 | 30:29 | 33:19 | 37:01 | 39:40 | 06:32 | 04:50 |
 | Bottle | 26 | 27.08% | 71.0 | 50.00% | +7.14% | +7.14% | 0.00% | -7.14% | 01:21 | 00:23 | 01:17 | 01:24 | 01:36 | 01:52 | 00:19 | 00:14 |
 | Quelling Blade | 54 | 56.25% | 69.4 | 42.59% | -5.03% | +0.27% | +3.56% | 0.00% | -00:40 | -01:30 | -01:29 | -01:29 | -01:29 | 30:32 | 00:00 | 00:00 |
 | Linken's Sphere | 5 | 5.21% | 67.7 | 80.00% | +37.14% | +20.00% | -80.00% | 0.00% | 34:42 | 25:41 | 25:41 | 28:52 | 34:23 | 58:04 | 08:42 | 06:26 |
 | Vanguard | 13 | 13.54% | 66.1 | 53.85% | +10.48% | +46.15% | -20.52% | -32.52% | 07:49 | 05:43 | 06:18 | 06:41 | 08:21 | 13:18 | 02:03 | 01:31 |
 | Kaya and Sange | 11 | 11.46% | 64.5 | 54.55% | +11.02% | +45.45% | +12.12% | -5.35% | 29:16 | 17:30 | 24:50 | 29:17 | 31:04 | 39:35 | 06:14 | 04:37 |
 | Sange | 17 | 17.71% | 62.9 | 47.06% | +2.76% | +52.94% | +2.94% | -6.28% | 26:55 | 14:45 | 23:11 | 26:54 | 31:09 | 37:20 | 07:58 | 05:54 |
 | Cornucopia | 2 | 2.08% | 61.3 | 100.00% | +56.38% | 0.00% | 0.00% | 0.00% | 22:08 | 20:45 | 20:45 | 23:31 | 23:31 | 23:31 | 02:46 | 02:02 |
 | Octarine Core | 2 | 2.08% | 59.7 | 100.00% | +56.38% | 0.00% | 0.00% | 0.00% | 26:59 | 16:37 | 16:37 | 37:21 | 37:21 | 37:21 | 20:44 | 15:21 |
 | Lotus Orb | 8 | 8.33% | 58.1 | 50.00% | +5.68% | 0.00% | 0.00% | 0.00% | 30:48 | 16:54 | 22:33 | 31:11 | 36:01 | 37:47 | 13:28 | 09:58 |
 | Arcane Boots | 12 | 12.50% | 56.5 | 41.67% | -3.57% | -8.34% | -41.67% | -9.22% | 09:27 | 06:00 | 07:33 | 09:19 | 11:10 | 11:55 | 03:37 | 02:40 |
 | Ring of Protection | 21 | 21.88% | 54.8 | 33.33% | -14.67% | +6.67% | -13.33% | -2.39% | 05:23 | -01:29 | -01:29 | 07:03 | 09:52 | 20:31 | 11:21 | 08:24 |
 | Aghanim's Blessing | 3 | 3.13% | 53.2 | 66.67% | +22.58% | -66.67% | 0.00% | 0.00% | 54:36 | 49:49 | 49:49 | 52:43 | 1:01:15 | 1:01:15 | 11:26 | 08:28 |
 | Overwhelming Blink | 3 | 3.13% | 51.6 | 66.67% | +22.58% | -66.67% | 0.00% | 0.00% | 44:18 | 38:05 | 38:05 | 42:02 | 52:46 | 52:46 | 14:41 | 10:52 |
 | Aghanim's Shard | 7 | 7.29% | 50.0 | 42.86% | -2.08% | +7.14% | +57.14% | 2.73% | 37:38 | 23:13 | 24:17 | 40:17 | 42:35 | 52:19 | 18:18 | 13:33 |
 | Wraith Band | 4 | 4.17% | 48.4 | 50.00% | +5.43% | +50.00% | +50.00% | 0.00% | 20:01 | 01:37 | 01:37 | 22:45 | 27:33 | 28:09 | 25:56 | 19:12 |
 | Urn of Shadows | 1 | 1.04% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:30 | 10:30 | 10:30 | 10:30 | 10:30 | 10:30 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.04% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.04% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.04% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 37:35 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.04% | 40.3 | 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 |
 | Yasha | 1 | 1.04% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.04% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.04% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.04% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Bracer | 10 | 10.42% | 32.3 | 30.00% | -16.51% | +3.33% | -30.00% | -7.19% | 04:34 | 01:46 | 02:11 | 03:31 | 06:49 | 07:40 | 04:38 | 03:25 |
 | Heaven's Halberd | 6 | 6.25% | 30.6 | 33.33% | -12.23% | +66.67% | -33.33% | -11.09% | 29:37 | 23:51 | 25:21 | 28:37 | 34:22 | 35:21 | 09:01 | 06:40 |
 | Headdress | 8 | 8.33% | 29.0 | 25.00% | -21.59% | +25.00% | +25.00% | 0.00% | 15:40 | 06:26 | 09:28 | 14:09 | 21:11 | 23:01 | 11:43 | 08:40 |
 | Soul Ring | 9 | 9.38% | 27.4 | 22.22% | -24.91% | -22.22% | +27.78% | 19.23% | 09:25 | 07:45 | 07:58 | 08:37 | 10:34 | 12:19 | 02:36 | 01:55 |
 | Hood of Defiance | 3 | 3.13% | 25.8 | 33.33% | -11.83% | -33.33% | 0.00% | 0.00% | 18:48 | 14:13 | 14:13 | 21:05 | 21:06 | 21:06 | 06:53 | 05:05 |
 | Pipe of Insight | 4 | 4.17% | 24.2 | 25.00% | -20.65% | -25.00% | +75.00% | 0.00% | 22:55 | 19:02 | 19:02 | 22:25 | 25:02 | 25:09 | 06:00 | 04:26 |
 | Guardian Greaves | 4 | 4.17% | 22.6 | 25.00% | -20.65% | +75.00% | -25.00% | 0.00% | 18:21 | 16:27 | 16:27 | 17:25 | 18:22 | 21:10 | 01:55 | 01:25 |
 | Buckler | 4 | 4.17% | 21.0 | 25.00% | -20.65% | -25.00% | -25.00% | 0.00% | 16:31 | 14:23 | 14:23 | 14:27 | 16:41 | 20:32 | 02:18 | 01:42 |
 | Mekansm | 4 | 4.17% | 19.4 | 25.00% | -20.65% | +75.00% | -25.00% | 0.00% | 13:30 | 11:21 | 11:21 | 14:02 | 14:15 | 14:23 | 02:54 | 02:08 |
 | Ghost Scepter | 1 | 1.04% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.04% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.04% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.04% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 40:35 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.04% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 36:57 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 2.08% | 9.7 | 0.00% | -45.74% | 0.00% | 0.00% | 0.00% | 23:40 | 10:31 | 10:31 | 36:49 | 36:49 | 36:49 | 26:18 | 19:28 |
 | Falcon Blade | 1 | 1.04% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 12:21 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.04% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.04% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.04% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 23:01 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.04% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |