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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 | |
 | Eye of Skadi | 14 | 8.81% | 100.0 | 92.86% | +39.76% | +7.14% | -26.19% | -3.98% | 33:35 | 24:12 | 28:34 | 32:44 | 36:56 | 48:20 | 08:22 | 06:11 |
 | Vanguard | 69 | 43.40% | 98.3 | 75.36% | +33.14% | +12.88% | -10.65% | -3.52% | 32:15 | 23:07 | 28:01 | 31:25 | 34:42 | 50:53 | 06:41 | 04:57 |
 | Abyssal Blade | 68 | 42.77% | 96.7 | 75.00% | +32.14% | +25.00% | -10.29% | -4.95% | 32:59 | 23:26 | 28:29 | 31:37 | 35:37 | 51:03 | 07:08 | 05:17 |
 | Skull Basher | 103 | 64.78% | 95.0 | 66.99% | +29.49% | +17.63% | -24.68% | -8.27% | 27:01 | 15:51 | 23:59 | 26:11 | 29:06 | 51:01 | 05:07 | 03:47 |
 | Sange | 90 | 56.60% | 93.3 | 65.56% | +20.63% | +8.35% | -1.92% | -1.41% | 22:19 | 12:17 | 18:31 | 22:08 | 25:48 | 36:51 | 07:17 | 05:23 |
 | Sange and Yasha | 80 | 50.31% | 91.7 | 66.25% | +19.41% | +13.75% | -16.25% | -3.95% | 22:38 | 12:49 | 18:48 | 21:01 | 26:24 | 36:51 | 07:36 | 05:37 |
 | Yasha | 94 | 59.12% | 90.0 | 64.89% | +20.27% | +5.94% | -8.37% | -2.89% | 18:22 | 10:27 | 15:31 | 17:12 | 20:28 | 36:51 | 04:57 | 03:40 |
 | Ring of Health | 116 | 72.96% | 88.3 | 62.93% | +23.40% | -4.31% | +6.04% | 0.91% | 14:53 | 02:15 | 08:01 | 11:59 | 19:27 | 44:27 | 11:26 | 08:28 |
 | Void Stone | 76 | 47.80% | 86.7 | 63.16% | +12.56% | +15.79% | 0.00% | -4.67% | 10:15 | 04:13 | 08:19 | 09:30 | 11:42 | 17:19 | 03:23 | 02:30 |
 | Battle Fury | 76 | 47.80% | 85.0 | 63.16% | +12.56% | +15.79% | -31.58% | -20.45% | 13:57 | 09:27 | 12:59 | 13:51 | 15:18 | 17:21 | 02:19 | 01:42 |
 | Black King Bar | 123 | 77.36% | 83.3 | 60.16% | +15.72% | +14.03% | -8.55% | -6.10% | 22:36 | 15:38 | 19:41 | 21:36 | 23:23 | 1:04:07 | 03:42 | 02:44 |
 | Phase Boots | 116 | 72.96% | 81.7 | 58.62% | +7.46% | 0.00% | -3.45% | -1.50% | 08:01 | 04:32 | 06:11 | 06:59 | 08:29 | 35:44 | 02:18 | 01:42 |
 | Boots of Speed | 159 | 100.00% | 80.0 | 56.60% | +56.60% | +3.40% | -4.10% | -3.46% | 03:52 | 01:20 | 02:29 | 03:29 | 04:39 | 12:36 | 02:10 | 01:36 |
 | Quelling Blade | 154 | 96.86% | 78.3 | 56.49% | -3.51% | -10.34% | -6.49% | 0.00% | -00:44 | -01:29 | -01:29 | -01:29 | -01:29 | 10:02 | 00:00 | 00:00 |
 | Chainmail | 118 | 74.21% | 76.7 | 57.63% | +3.97% | +2.37% | -5.91% | -3.29% | 07:08 | 01:52 | 05:11 | 06:07 | 07:42 | 35:35 | 02:31 | 01:51 |
 | Wraith Band | 101 | 63.52% | 75.0 | 57.43% | +2.26% | -5.43% | -1.43% | 1.85% | 03:40 | 00:18 | 01:55 | 02:47 | 04:05 | 19:47 | 02:10 | 01:36 |
 | Magic Stick | 143 | 89.94% | 73.3 | 54.55% | -20.45% | -1.77% | -4.55% | -1.15% | 02:21 | -01:29 | -01:29 | 01:23 | 03:54 | 16:02 | 05:23 | 03:59 |
 | Morbid Mask | 18 | 11.32% | 71.7 | 72.22% | +17.61% | +7.78% | -22.22% | -2.00% | 32:27 | 10:20 | 24:45 | 33:03 | 39:47 | 58:41 | 15:02 | 11:08 |
 | Magic Wand | 127 | 79.87% | 70.0 | 54.33% | -11.30% | +8.17% | -13.70% | -4.06% | 06:47 | 00:38 | 03:14 | 05:08 | 08:37 | 29:36 | 05:23 | 03:59 |
 | Blink Dagger | 24 | 15.09% | 68.3 | 66.67% | +11.86% | +16.66% | -16.67% | -4.18% | 33:07 | 20:15 | 26:32 | 31:55 | 34:30 | 54:13 | 07:58 | 05:54 |
 | Heart of Tarrasque | 10 | 6.29% | 66.7 | 80.00% | +24.97% | +20.00% | -30.00% | 0.00% | 31:41 | 23:16 | 26:40 | 28:27 | 36:39 | 41:06 | 09:59 | 07:23 |
 | Swift Blink | 10 | 6.29% | 65.0 | 80.00% | +24.97% | +20.00% | -30.00% | 0.00% | 39:56 | 25:37 | 32:25 | 36:10 | 49:54 | 52:33 | 17:29 | 12:57 |
 | Satanic | 12 | 7.55% | 63.3 | 75.00% | +19.90% | +25.00% | -41.67% | -5.41% | 39:12 | 18:22 | 32:21 | 36:48 | 44:40 | 60:23 | 12:19 | 09:07 |
 | Aghanim's Scepter | 29 | 18.24% | 61.7 | 58.62% | +2.47% | -1.48% | -1.48% | 0.00% | 22:39 | 14:29 | 15:50 | 18:36 | 24:28 | 54:16 | 08:38 | 06:23 |
 | Wind Lace | 21 | 13.21% | 60.0 | 61.90% | +6.10% | +38.10% | -61.90% | -48.00% | 12:49 | 01:48 | 12:05 | 13:39 | 14:10 | 17:13 | 02:05 | 01:32 |
 | Javelin | 77 | 48.43% | 58.3 | 49.35% | -14.06% | +13.81% | +3.28% | -0.57% | 15:59 | 02:56 | 07:35 | 10:06 | 25:57 | 48:29 | 18:22 | 13:36 |
 | Orb of Venom | 17 | 10.69% | 56.7 | 64.71% | +9.08% | +10.29% | -14.71% | -25.00% | 01:06 | -01:29 | -01:29 | 01:30 | 01:56 | 06:41 | 03:25 | 02:31 |
 | Power Treads | 42 | 26.42% | 55.0 | 52.38% | -5.74% | +2.17% | -2.38% | -1.63% | 07:59 | 05:02 | 06:01 | 06:37 | 08:49 | 21:25 | 02:48 | 02:04 |
 | Monkey King Bar | 23 | 14.47% | 53.3 | 56.52% | -0.10% | +10.15% | +10.15% | 0.00% | 34:44 | 23:43 | 28:56 | 33:56 | 38:43 | 48:47 | 09:47 | 07:14 |
 | Maelstrom | 55 | 34.59% | 51.7 | 47.27% | -14.27% | +9.87% | -18.70% | -11.74% | 13:26 | 07:01 | 11:06 | 12:21 | 13:32 | 32:08 | 02:26 | 01:48 |
 | Kaya and Sange | 9 | 5.66% | 50.0 | 66.67% | +10.67% | +33.33% | +33.33% | 0.00% | 26:50 | 20:42 | 22:09 | 26:36 | 29:15 | 31:26 | 07:06 | 05:15 |
 | Kaya | 9 | 5.66% | 48.3 | 66.67% | +10.67% | +33.33% | +33.33% | 0.00% | 26:20 | 20:27 | 21:46 | 26:04 | 28:36 | 31:26 | 06:50 | 05:03 |
 | Hood of Defiance | 18 | 11.32% | 46.7 | 50.00% | -7.45% | -10.00% | 0.00% | 1.17% | 18:13 | 08:07 | 14:36 | 17:43 | 23:10 | 25:46 | 08:34 | 06:20 |
 | Orb of Corrosion | 6 | 3.77% | 45.0 | 66.67% | +10.46% | +33.33% | +33.33% | 0.00% | 06:23 | 04:18 | 04:44 | 04:52 | 06:41 | 11:33 | 01:57 | 01:26 |
 | Bottle | 9 | 5.66% | 43.3 | 55.56% | -1.11% | -55.56% | +44.44% | 0.00% | 02:10 | 01:52 | 02:04 | 02:08 | 02:17 | 02:20 | 00:13 | 00:09 |
 | Aghanim's Shard | 4 | 2.52% | 41.7 | 75.00% | +18.87% | +25.00% | -75.00% | 0.00% | 43:24 | 36:30 | 36:30 | 37:39 | 49:42 | 49:46 | 13:12 | 09:46 |
 | Eternal Shroud | 10 | 6.29% | 40.0 | 50.00% | -7.05% | -16.67% | -50.00% | 0.00% | 24:54 | 19:53 | 20:55 | 22:12 | 25:08 | 37:47 | 04:13 | 03:07 |
 | Blight Stone | 7 | 4.40% | 38.3 | 57.14% | +0.56% | +42.86% | -7.14% | 0.00% | 07:25 | 01:52 | 03:21 | 04:47 | 06:41 | 19:30 | 03:20 | 02:28 |
 | Manta Style | 2 | 1.26% | 36.7 | 100.00% | +43.95% | 0.00% | 0.00% | 0.00% | 23:26 | 21:34 | 21:34 | 25:17 | 25:17 | 25:17 | 03:43 | 02:45 |
 | Crystalys | 5 | 3.14% | 35.0 | 60.00% | +3.51% | +40.00% | +40.00% | 0.00% | 32:20 | 28:01 | 28:01 | 32:01 | 35:11 | 35:53 | 07:10 | 05:18 |
 | Fluffy Hat | 10 | 6.29% | 33.3 | 40.00% | -17.72% | +26.67% | -40.00% | 0.00% | 07:10 | 03:13 | 04:13 | 06:12 | 09:26 | 14:45 | 05:13 | 03:51 |
 | Mjollnir | 7 | 4.40% | 31.7 | 42.86% | -14.38% | +7.14% | +7.14% | 0.00% | 35:38 | 29:23 | 30:17 | 33:19 | 35:36 | 49:25 | 05:19 | 03:56 |
 | Daedalus | 4 | 2.52% | 30.0 | 50.00% | -6.77% | -50.00% | -50.00% | 0.00% | 35:50 | 31:15 | 31:15 | 35:34 | 37:41 | 38:49 | 06:26 | 04:45 |
 | Linken's Sphere | 1 | 0.63% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.63% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.63% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.63% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:33 | 47:33 | 47:33 | 47:33 | 47:33 | 47:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.63% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.63% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.26% | 18.3 | 50.00% | -6.69% | -50.00% | 0.00% | 0.00% | 49:20 | 43:39 | 43:39 | 55:00 | 55:00 | 55:00 | 11:21 | 08:24 |
 | Butterfly | 2 | 1.26% | 16.7 | 50.00% | -6.69% | +50.00% | 0.00% | 0.00% | 36:00 | 23:20 | 23:20 | 48:39 | 48:39 | 48:39 | 25:19 | 18:45 |
 | Divine Rapier | 2 | 1.26% | 15.0 | 50.00% | -6.69% | -50.00% | 0.00% | 0.00% | 41:28 | 41:15 | 41:15 | 41:40 | 41:40 | 41:40 | 00:25 | 00:18 |
 | Diffusal Blade | 2 | 1.26% | 13.3 | 50.00% | -6.69% | +50.00% | 0.00% | 0.00% | 19:10 | 12:28 | 12:28 | 25:52 | 25:52 | 25:52 | 13:24 | 09:55 |
 | Mage Slayer | 2 | 1.26% | 11.7 | 50.00% | -6.69% | -50.00% | 0.00% | 0.00% | 22:13 | 17:20 | 17:20 | 27:06 | 27:06 | 27:06 | 09:46 | 07:14 |
 | Ring of Basilius | 1 | 0.63% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 07:18 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.63% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.63% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.63% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Falcon Blade | 3 | 1.89% | 3.3 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 09:29 | 07:41 | 07:41 | 10:04 | 10:41 | 10:41 | 03:00 | 02:13 |
 | Necronomicon | 1 | 0.63% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |