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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 | 40 | 42.55% | 100.0 | 65.00% | +27.96% | -25.00% | +15.00% | 5.87% | 23:23 | 10:52 | 18:59 | 23:06 | 25:48 | 37:34 | 06:49 | 05:02 |
 | Guardian Greaves | 40 | 42.55% | 98.0 | 65.00% | +27.96% | -25.00% | +15.00% | 6.02% | 24:57 | 14:10 | 21:46 | 24:13 | 28:25 | 38:02 | 06:39 | 04:55 |
 | Ring of Protection | 60 | 63.83% | 95.9 | 61.67% | +35.20% | +5.00% | +18.33% | 0.71% | 12:52 | -01:29 | 03:43 | 10:30 | 22:29 | 36:40 | 18:46 | 13:54 |
 | Mekansm | 48 | 51.06% | 93.9 | 60.42% | +23.46% | +6.25% | -2.09% | -0.99% | 17:31 | 08:46 | 12:57 | 14:46 | 21:25 | 31:28 | 08:28 | 06:16 |
 | Black King Bar | 10 | 10.64% | 91.8 | 80.00% | +34.76% | -13.33% | +20.00% | 0.00% | 38:23 | 26:34 | 31:30 | 38:08 | 42:56 | 53:04 | 11:26 | 08:28 |
 | Chainmail | 54 | 57.45% | 89.8 | 57.41% | +19.91% | +14.02% | -3.56% | -1.57% | 17:18 | 08:05 | 11:15 | 14:44 | 22:27 | 33:37 | 11:12 | 08:17 |
 | Aghanim's Scepter | 59 | 62.77% | 87.8 | 55.93% | +18.79% | +10.74% | -2.60% | -2.40% | 20:52 | 14:18 | 16:31 | 18:43 | 22:05 | 47:43 | 05:34 | 04:07 |
 | Blink Dagger | 56 | 59.57% | 85.7 | 55.36% | +15.89% | +16.07% | -5.36% | -2.36% | 27:32 | 16:33 | 22:26 | 26:56 | 31:30 | 39:40 | 09:04 | 06:42 |
 | Headdress | 76 | 80.85% | 83.7 | 52.63% | +19.30% | +15.79% | -5.26% | -2.11% | 15:45 | 06:13 | 10:41 | 14:41 | 20:40 | 31:16 | 09:59 | 07:23 |
 | Arcane Boots | 91 | 96.81% | 81.6 | 50.55% | +50.55% | +10.32% | -15.77% | -8.24% | 09:51 | 05:22 | 07:11 | 08:36 | 10:21 | 27:55 | 03:10 | 02:20 |
 | Soul Ring | 33 | 35.11% | 79.6 | 57.58% | +13.32% | +17.42% | -7.58% | -7.21% | 06:20 | 02:50 | 03:46 | 05:07 | 07:14 | 14:52 | 03:28 | 02:34 |
 | Boots of Speed | 93 | 98.94% | 77.6 | 49.46% | +49.46% | +2.71% | -14.68% | -7.85% | 05:52 | 00:06 | 04:37 | 05:37 | 06:50 | 12:17 | 02:13 | 01:38 |
 | Quelling Blade | 80 | 85.11% | 75.5 | 47.50% | -9.64% | +2.50% | -2.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Magic Stick | 57 | 60.64% | 73.5 | 49.12% | +0.47% | +8.02% | -6.26% | -2.36% | 07:36 | -01:29 | 03:15 | 06:03 | 09:18 | 29:18 | 06:03 | 04:28 |
 | Refresher Orb | 6 | 6.38% | 71.4 | 83.33% | +36.74% | -33.33% | +16.67% | 0.00% | 48:48 | 44:17 | 45:59 | 48:15 | 50:37 | 53:06 | 04:38 | 03:25 |
 | Ring of Health | 67 | 71.28% | 69.4 | 47.76% | -4.09% | -0.70% | -6.58% | -0.45% | 20:24 | 05:05 | 12:34 | 19:24 | 25:34 | 48:03 | 13:00 | 09:37 |
 | Pipe of Insight | 43 | 45.74% | 67.3 | 51.16% | +4.10% | +3.39% | -23.89% | -3.73% | 21:26 | 13:12 | 17:14 | 21:32 | 24:33 | 31:38 | 07:19 | 05:25 |
 | Aeon Disk | 14 | 14.89% | 65.3 | 64.29% | +18.04% | -39.29% | +35.71% | 8.81% | 37:52 | 23:40 | 33:36 | 35:02 | 42:07 | 1:08:07 | 08:31 | 06:18 |
 | Magic Wand | 46 | 48.94% | 63.3 | 50.00% | +2.08% | 0.00% | +22.73% | 2.77% | 11:28 | 03:13 | 06:55 | 09:38 | 15:08 | 29:18 | 08:13 | 06:05 |
 | Shiva's Guard | 8 | 8.51% | 61.2 | 75.00% | +28.49% | +25.00% | +25.00% | 0.00% | 38:36 | 32:24 | 34:55 | 37:05 | 39:24 | 48:05 | 04:29 | 03:19 |
 | Hood of Defiance | 52 | 55.32% | 59.2 | 48.08% | -1.92% | -1.93% | -1.93% | 0.00% | 17:22 | 08:32 | 12:16 | 16:30 | 22:48 | 27:06 | 10:32 | 07:48 |
 | Null Talisman | 47 | 50.00% | 57.1 | 46.81% | -4.25% | +19.86% | +11.52% | -4.31% | 03:01 | -01:29 | 01:43 | 02:33 | 03:39 | 13:36 | 01:56 | 01:25 |
 | Bottle | 72 | 76.60% | 55.1 | 43.06% | -25.12% | +6.94% | +1.38% | -4.33% | 02:50 | 00:39 | 02:05 | 02:41 | 03:22 | 09:26 | 01:17 | 00:57 |
 | Void Stone | 29 | 30.85% | 53.1 | 48.28% | -0.95% | -5.42% | -5.42% | 0.00% | 34:45 | 21:14 | 27:16 | 33:15 | 41:43 | 48:03 | 14:27 | 10:42 |
 | Lotus Orb | 16 | 17.02% | 51.0 | 50.00% | +1.28% | -25.00% | 0.00% | 3.04% | 31:04 | 21:23 | 26:00 | 30:24 | 34:13 | 47:11 | 08:13 | 06:05 |
 | Aghanim's Shard | 11 | 11.70% | 49.0 | 54.55% | +6.36% | +45.45% | -21.22% | -9.76% | 29:02 | 20:01 | 24:35 | 30:31 | 31:25 | 37:45 | 06:50 | 05:03 |
 | Bloodstone | 2 | 2.13% | 46.9 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 32:09 | 26:52 | 26:52 | 37:25 | 37:25 | 37:25 | 10:33 | 07:48 |
 | Aghanim's Blessing | 2 | 2.13% | 44.9 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 54:45 | 52:45 | 52:45 | 56:44 | 56:44 | 56:44 | 03:59 | 02:57 |
 | Kaya | 2 | 2.13% | 42.9 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 25:33 | 23:53 | 23:53 | 27:13 | 27:13 | 27:13 | 03:20 | 02:28 |
 | Octarine Core | 2 | 2.13% | 40.8 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 33:53 | 32:55 | 32:55 | 34:50 | 34:50 | 34:50 | 01:55 | 01:25 |
 | Aether Lens | 2 | 2.13% | 38.8 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 28:35 | 27:17 | 27:17 | 29:53 | 29:53 | 29:53 | 02:36 | 01:55 |
 | Wind Lace | 11 | 11.70% | 36.7 | 45.45% | -3.95% | -12.12% | -12.12% | 0.00% | 27:02 | 11:52 | 19:50 | 27:45 | 32:46 | 40:53 | 12:56 | 09:34 |
 | Scythe of Vyse | 6 | 6.38% | 34.7 | 50.00% | +1.14% | 0.00% | +50.00% | 0.00% | 44:00 | 38:58 | 39:12 | 40:14 | 47:26 | 56:24 | 08:14 | 06:05 |
 | Crown | 10 | 10.64% | 32.7 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 25:16 | 07:47 | 18:37 | 22:37 | 33:37 | 42:14 | 15:00 | 11:06 |
 | Crimson Guard | 3 | 3.19% | 30.6 | 66.67% | +18.32% | +33.33% | 0.00% | 0.00% | 22:55 | 17:19 | 17:19 | 23:40 | 27:46 | 27:46 | 10:27 | 07:44 |
 | Vanguard | 3 | 3.19% | 28.6 | 66.67% | +18.32% | +33.33% | 0.00% | 0.00% | 17:04 | 10:29 | 10:29 | 20:21 | 20:23 | 20:23 | 09:54 | 07:20 |
 | Solar Crest | 8 | 8.51% | 26.5 | 37.50% | -12.50% | -37.50% | +12.50% | 0.00% | 28:09 | 18:04 | 23:54 | 27:51 | 32:46 | 34:59 | 08:52 | 06:34 |
 | Helm of Iron Will | 4 | 4.26% | 24.5 | 50.00% | +1.11% | -50.00% | -50.00% | 0.00% | 16:27 | 06:37 | 06:37 | 14:47 | 21:49 | 22:33 | 15:12 | 11:15 |
 | Fluffy Hat | 4 | 4.26% | 22.4 | 50.00% | +1.11% | +50.00% | +50.00% | 0.00% | 24:15 | 14:32 | 14:32 | 16:08 | 30:53 | 35:26 | 16:21 | 12:06 |
 | Ring of Basilius | 4 | 4.26% | 20.4 | 50.00% | +1.11% | +50.00% | -50.00% | 0.00% | 09:56 | 01:23 | 01:23 | 01:26 | 03:32 | 33:21 | 02:09 | 01:35 |
 | Blight Stone | 9 | 9.57% | 18.4 | 33.33% | -17.26% | -33.33% | +16.67% | 0.00% | 27:09 | 15:53 | 22:35 | 27:49 | 31:01 | 33:37 | 08:26 | 06:14 |
 | Medallion of Courage | 9 | 9.57% | 16.3 | 33.33% | -17.26% | -33.33% | +16.67% | 0.00% | 27:14 | 15:53 | 22:35 | 27:49 | 31:15 | 33:42 | 08:40 | 06:25 |
 | Dagon (level 2) | 1 | 1.06% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Dagon | 1 | 1.06% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 2.13% | 10.2 | 50.00% | +1.09% | +50.00% | 0.00% | 0.00% | 36:58 | 33:05 | 33:05 | 40:50 | 40:50 | 40:50 | 07:45 | 05:44 |
 | Sange | 2 | 2.13% | 8.2 | 50.00% | +1.09% | +50.00% | 0.00% | 0.00% | 34:19 | 32:08 | 32:08 | 36:29 | 36:29 | 36:29 | 04:21 | 03:13 |
 | Linken's Sphere | 4 | 4.26% | 6.1 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 39:44 | 33:15 | 33:15 | 36:54 | 43:56 | 44:52 | 10:41 | 07:54 |
 | Force Staff | 1 | 1.06% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.06% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 10:24 | 00:00 | 00:00 |