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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 | |
 | Ring of Basilius | 27 | 21.77% | 100.0 | 70.37% | +27.07% | +15.34% | +1.06% | -1.68% | 09:00 | -01:29 | 01:45 | 06:04 | 10:15 | 50:01 | 08:30 | 06:17 |
 | Ring of Health | 33 | 26.61% | 98.8 | 66.67% | +23.81% | +20.83% | -29.17% | -6.90% | 32:42 | 02:49 | 29:20 | 33:52 | 36:35 | 45:24 | 07:15 | 05:22 |
 | Blight Stone | 8 | 6.45% | 97.6 | 87.50% | +40.95% | -37.50% | +12.50% | 6.48% | 20:08 | 13:52 | 16:09 | 16:56 | 23:52 | 26:57 | 07:43 | 05:42 |
 | Medallion of Courage | 8 | 6.45% | 96.4 | 87.50% | +40.95% | -37.50% | +12.50% | 6.48% | 20:20 | 14:55 | 16:09 | 16:56 | 23:52 | 27:25 | 07:43 | 05:42 |
 | Morbid Mask | 8 | 6.45% | 95.2 | 87.50% | +40.95% | +12.50% | +12.50% | 0.00% | 25:18 | 13:07 | 13:37 | 15:51 | 33:04 | 50:01 | 19:27 | 14:24 |
 | Abyssal Blade | 29 | 23.39% | 94.0 | 65.52% | +21.31% | +34.48% | -22.66% | -8.40% | 35:43 | 25:56 | 31:38 | 35:29 | 38:26 | 45:25 | 06:48 | 05:02 |
 | Chainmail | 93 | 75.00% | 92.9 | 54.84% | +22.58% | -7.01% | +6.03% | 5.51% | 06:45 | 01:48 | 04:18 | 05:06 | 06:40 | 26:00 | 02:22 | 01:45 |
 | Vanguard | 30 | 24.19% | 91.7 | 63.33% | +18.65% | +24.17% | -20.47% | -7.59% | 33:22 | 04:44 | 30:52 | 34:13 | 36:45 | 45:24 | 05:53 | 04:21 |
 | Crown | 10 | 8.06% | 90.5 | 80.00% | +33.51% | -13.33% | +20.00% | 2.48% | 22:09 | 06:21 | 16:10 | 20:37 | 29:37 | 32:02 | 13:27 | 09:57 |
 | Yasha | 79 | 63.71% | 89.3 | 54.43% | +14.43% | +0.57% | -9.43% | -3.35% | 20:06 | 15:01 | 18:37 | 19:57 | 21:36 | 27:55 | 02:59 | 02:12 |
 | Manta Style | 77 | 62.10% | 88.1 | 54.55% | +14.12% | +13.87% | -12.44% | -7.78% | 23:19 | 17:36 | 21:31 | 23:26 | 24:54 | 33:14 | 03:23 | 02:30 |
 | Diadem | 25 | 20.16% | 86.9 | 64.00% | +18.55% | +19.33% | +2.67% | -1.81% | 21:23 | 07:28 | 15:57 | 24:07 | 25:10 | 33:45 | 09:13 | 06:49 |
 | Blink Dagger | 55 | 44.35% | 85.7 | 56.36% | +12.88% | +36.50% | -34.93% | -16.11% | 28:33 | 14:14 | 25:48 | 27:31 | 30:14 | 48:59 | 04:26 | 03:17 |
 | Magic Wand | 108 | 87.10% | 84.5 | 51.85% | +20.60% | 0.00% | +11.11% | 1.16% | 06:58 | -01:30 | 01:34 | 05:59 | 11:10 | 40:10 | 09:36 | 07:06 |
 | Vladmir's Offering | 7 | 5.65% | 83.3 | 85.71% | +38.70% | +14.29% | +14.29% | 0.00% | 25:22 | 14:02 | 14:19 | 16:28 | 33:24 | 50:08 | 19:05 | 14:08 |
 | Drum of Endurance | 7 | 5.65% | 82.1 | 85.71% | +38.70% | +14.29% | +14.29% | 0.00% | 20:41 | 14:37 | 17:29 | 21:09 | 22:02 | 27:01 | 04:33 | 03:22 |
 | Solar Crest | 7 | 5.65% | 81.0 | 85.71% | +38.70% | +14.29% | +14.29% | 0.00% | 27:34 | 18:33 | 21:16 | 30:04 | 31:54 | 32:42 | 10:38 | 07:52 |
 | Phase Boots | 83 | 66.94% | 79.8 | 51.81% | +7.91% | +14.86% | -23.24% | -25.98% | 06:34 | 03:45 | 05:31 | 06:11 | 06:59 | 19:51 | 01:28 | 01:05 |
 | Magic Stick | 103 | 83.06% | 78.6 | 50.49% | +7.63% | +3.36% | +3.36% | 0.00% | 00:49 | -01:30 | -01:29 | -01:29 | 02:06 | 14:21 | 03:35 | 02:39 |
 | Harpoon | 20 | 16.13% | 77.4 | 65.00% | +18.85% | +35.00% | +15.00% | -3.86% | 25:08 | 16:30 | 22:24 | 25:39 | 27:35 | 33:47 | 05:11 | 03:50 |
 | Boots of Speed | 124 | 100.00% | 76.2 | 49.19% | +49.19% | -4.03% | -10.48% | -1.84% | 04:55 | 00:53 | 02:47 | 03:44 | 06:17 | 15:50 | 03:30 | 02:35 |
 | Skull Basher | 43 | 34.68% | 75.0 | 55.81% | +10.13% | +44.19% | -28.54% | -16.34% | 31:52 | 24:38 | 28:47 | 31:10 | 33:14 | 45:25 | 04:27 | 03:17 |
 | Radiance | 73 | 58.87% | 73.8 | 50.68% | +3.62% | +15.99% | -22.90% | -19.77% | 16:26 | 12:56 | 15:18 | 16:20 | 17:16 | 27:25 | 01:58 | 01:27 |
 | Helm of Iron Will | 11 | 8.87% | 72.6 | 72.73% | +25.83% | +27.27% | -39.40% | -2.23% | 22:04 | 03:51 | 04:00 | 27:51 | 33:52 | 36:44 | 29:52 | 22:07 |
 | Echo Sabre | 23 | 18.55% | 71.4 | 60.87% | +14.34% | +5.80% | +5.80% | 0.00% | 18:53 | 11:48 | 13:36 | 18:05 | 23:27 | 29:25 | 09:51 | 07:17 |
 | Helm of the Overlord | 4 | 3.23% | 70.2 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 18:32 | 17:16 | 17:16 | 18:04 | 18:37 | 20:10 | 01:21 | 01:00 |
 | Helm of the Dominator | 4 | 3.23% | 69.0 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 10:15 | 08:56 | 08:56 | 09:15 | 10:53 | 11:57 | 01:57 | 01:26 |
 | Boots of Bearing | 4 | 3.23% | 67.9 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 34:47 | 21:18 | 21:18 | 33:40 | 36:34 | 47:34 | 15:16 | 11:18 |
 | Quelling Blade | 68 | 54.84% | 66.7 | 50.00% | +1.79% | +26.47% | -14.71% | 0.00% | -00:55 | -01:30 | -01:29 | -01:29 | -01:29 | 09:07 | 00:00 | 00:00 |
 | Bracer | 24 | 19.35% | 65.5 | 58.33% | +11.33% | +25.00% | -58.33% | -76.92% | 03:23 | 01:27 | 01:53 | 02:19 | 02:58 | 22:09 | 01:05 | 00:48 |
 | Wind Lace | 45 | 36.29% | 64.3 | 51.11% | +3.01% | -14.75% | +3.44% | 1.52% | 10:30 | -01:29 | 04:23 | 10:38 | 16:20 | 25:57 | 11:57 | 08:51 |
 | Eye of Skadi | 6 | 4.84% | 63.1 | 83.33% | +35.87% | +16.67% | -83.33% | 0.00% | 33:19 | 27:56 | 30:53 | 32:24 | 33:30 | 41:59 | 02:37 | 01:56 |
 | Void Stone | 6 | 4.84% | 61.9 | 83.33% | +35.87% | -33.33% | +16.67% | 0.00% | 34:43 | 19:26 | 29:01 | 29:22 | 34:03 | 1:05:56 | 05:02 | 03:43 |
 | Arcane Boots | 8 | 6.45% | 60.7 | 75.00% | +27.59% | -25.00% | +25.00% | 9.65% | 17:30 | 12:58 | 13:23 | 17:39 | 18:34 | 22:22 | 05:11 | 03:50 |
 | Buckler | 21 | 16.94% | 59.5 | 57.14% | +9.57% | +22.86% | +22.86% | 0.00% | 27:04 | 06:53 | 14:28 | 28:22 | 37:25 | 50:00 | 22:57 | 17:00 |
 | Black King Bar | 18 | 14.52% | 58.3 | 55.56% | +7.45% | -15.56% | -5.56% | 0.65% | 39:18 | 28:47 | 30:43 | 33:34 | 46:02 | 1:03:24 | 15:19 | 11:20 |
 | Ring of Protection | 23 | 18.55% | 57.1 | 52.17% | +3.66% | -18.84% | +31.16% | 2.23% | 23:31 | -01:29 | 11:35 | 23:54 | 34:03 | 50:00 | 22:28 | 16:38 |
 | Overwhelming Blink | 14 | 11.29% | 56.0 | 57.14% | +8.96% | +42.86% | +9.53% | -3.24% | 45:59 | 35:50 | 40:19 | 45:38 | 50:37 | 56:08 | 10:18 | 07:37 |
 | Headdress | 12 | 9.68% | 54.8 | 58.33% | +10.12% | -25.00% | +8.34% | 4.60% | 21:23 | 12:16 | 17:05 | 20:47 | 24:20 | 30:25 | 07:15 | 05:22 |
 | Tranquil Boots | 26 | 20.97% | 53.6 | 42.31% | -8.71% | +29.12% | +7.69% | -3.41% | 15:22 | 10:03 | 11:06 | 12:40 | 17:23 | 38:48 | 06:17 | 04:39 |
 | Wraith Band | 12 | 9.68% | 52.4 | 50.00% | +0.89% | -16.67% | +16.67% | 11.91% | 06:03 | 01:44 | 01:51 | 03:29 | 04:39 | 21:44 | 02:48 | 02:04 |
 | Assault Cuirass | 10 | 8.06% | 51.2 | 50.00% | +0.88% | -50.00% | 0.00% | 4.60% | 35:09 | 25:47 | 29:36 | 34:46 | 40:28 | 41:33 | 10:52 | 08:02 |
 | Aether Lens | 2 | 1.61% | 50.0 | 100.00% | +51.64% | 0.00% | 0.00% | 0.00% | 31:43 | 29:22 | 29:22 | 34:03 | 34:03 | 34:03 | 04:41 | 03:28 |
 | Pipe of Insight | 2 | 1.61% | 48.8 | 100.00% | +51.64% | 0.00% | 0.00% | 0.00% | 28:46 | 25:38 | 25:38 | 31:54 | 31:54 | 31:54 | 06:16 | 04:38 |
 | Force Staff | 11 | 8.87% | 47.6 | 45.45% | -4.11% | -12.12% | +21.22% | 3.73% | 30:32 | 23:57 | 24:54 | 27:15 | 33:51 | 42:55 | 08:57 | 06:37 |
 | Fluffy Hat | 23 | 18.55% | 46.4 | 34.78% | -17.70% | -18.11% | +48.55% | 9.01% | 18:16 | 03:16 | 13:50 | 18:20 | 21:14 | 37:50 | 07:24 | 05:28 |
 | Moon Shard | 5 | 4.03% | 45.2 | 60.00% | +11.26% | +40.00% | +40.00% | 0.00% | 44:27 | 26:38 | 26:38 | 40:22 | 58:26 | 1:02:56 | 31:48 | 23:33 |
 | Sange | 6 | 4.84% | 44.0 | 50.00% | +0.85% | 0.00% | +50.00% | 0.00% | 35:48 | 23:44 | 30:12 | 30:42 | 38:31 | 55:10 | 08:19 | 06:09 |
 | Holy Locket | 6 | 4.84% | 42.9 | 50.00% | +0.85% | 0.00% | -50.00% | 0.00% | 25:24 | 21:44 | 22:47 | 25:00 | 28:20 | 29:22 | 05:33 | 04:06 |
 | Aghanim's Shard | 6 | 4.84% | 41.7 | 50.00% | +0.85% | 0.00% | -50.00% | 0.00% | 49:24 | 45:02 | 47:03 | 47:15 | 52:08 | 54:45 | 05:05 | 03:45 |
 | Shadow Blade | 3 | 2.42% | 40.5 | 66.67% | +17.91% | -66.67% | 0.00% | 0.00% | 31:23 | 29:03 | 29:03 | 32:07 | 32:59 | 32:59 | 03:56 | 02:54 |
 | Silver Edge | 3 | 2.42% | 39.3 | 66.67% | +17.91% | -66.67% | 0.00% | 0.00% | 34:19 | 31:35 | 31:35 | 35:36 | 35:45 | 35:45 | 04:10 | 03:05 |
 | Heaven's Halberd | 4 | 3.23% | 38.1 | 50.00% | +0.83% | +50.00% | +50.00% | 0.00% | 36:05 | 25:03 | 25:03 | 30:19 | 33:30 | 55:27 | 08:27 | 06:15 |
 | Crystalys | 4 | 3.23% | 36.9 | 50.00% | +0.83% | -50.00% | -50.00% | 0.00% | 35:20 | 30:58 | 30:58 | 34:29 | 35:13 | 40:38 | 04:15 | 03:08 |
 | Cornucopia | 1 | 0.81% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.81% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.81% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.81% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Desolator | 1 | 0.81% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.81% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.81% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.81% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.81% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.81% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 41:38 | 00:00 | 00:00 |
 | Nullifier | 5 | 4.03% | 23.8 | 40.00% | -9.58% | -40.00% | -40.00% | 0.00% | 32:41 | 29:22 | 29:22 | 34:16 | 34:36 | 34:44 | 05:14 | 03:52 |
 | Aghanim's Scepter | 8 | 6.45% | 22.6 | 25.00% | -25.86% | -25.00% | +25.00% | 5.39% | 43:17 | 27:47 | 37:22 | 37:49 | 46:39 | 59:26 | 09:17 | 06:52 |
 | Mekansm | 2 | 1.61% | 21.4 | 50.00% | +0.82% | -50.00% | 0.00% | 0.00% | 19:09 | 18:20 | 18:20 | 19:57 | 19:57 | 19:57 | 01:37 | 01:11 |
 | Aghanim's Blessing | 2 | 1.61% | 20.2 | 50.00% | +0.82% | +50.00% | 0.00% | 0.00% | 57:42 | 55:57 | 55:57 | 59:26 | 59:26 | 59:26 | 03:29 | 02:34 |
 | Swift Blink | 2 | 1.61% | 19.0 | 50.00% | +0.82% | -50.00% | 0.00% | 0.00% | 47:36 | 43:38 | 43:38 | 51:34 | 51:34 | 51:34 | 07:56 | 05:52 |
 | Javelin | 3 | 2.42% | 17.9 | 33.33% | -16.26% | -33.33% | 0.00% | 0.00% | 35:44 | 31:12 | 31:12 | 37:23 | 38:38 | 38:38 | 07:26 | 05:30 |
 | Hand of Midas | 3 | 2.42% | 16.7 | 33.33% | -16.26% | -33.33% | 0.00% | 0.00% | 12:37 | 07:14 | 07:14 | 14:53 | 15:44 | 15:44 | 08:30 | 06:17 |
 | Glimmer Cape | 3 | 2.42% | 15.5 | 33.33% | -16.26% | +66.67% | 0.00% | 0.00% | 28:28 | 23:25 | 23:25 | 23:50 | 38:10 | 38:10 | 14:45 | 10:55 |
 | Monkey King Bar | 3 | 2.42% | 14.3 | 33.33% | -16.26% | -33.33% | 0.00% | 0.00% | 37:12 | 34:30 | 34:30 | 38:08 | 38:58 | 38:58 | 04:28 | 03:18 |
 | Power Treads | 4 | 3.23% | 13.1 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 13:26 | 07:19 | 07:19 | 08:48 | 15:49 | 21:48 | 08:30 | 06:17 |
 | Phylactery | 1 | 0.81% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 12:01 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.81% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.81% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Butterfly | 2 | 1.61% | 8.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 33:14 | 29:23 | 29:23 | 37:05 | 37:05 | 37:05 | 07:42 | 05:42 |
 | Diffusal Blade | 1 | 0.81% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 29:16 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.81% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 15:11 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.81% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.81% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Boots of Travel 2 | 2 | 1.61% | 2.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 55:39 | 46:22 | 46:22 | 1:04:55 | 1:04:55 | 1:04:55 | 18:33 | 13:44 |
 | Pavise | 1 | 0.81% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:35 | 19:35 | 19:35 | 19:35 | 19:35 | 19:35 | 00:00 | 00:00 |