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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 | 15 | 12.10% | 100.0 | 86.67% | +43.55% | +13.33% | -11.67% | -3.70% | 40:45 | 21:32 | 35:48 | 40:04 | 42:33 | 59:17 | 06:45 | 05:00 |
 | Ring of Health | 18 | 14.52% | 98.2 | 72.22% | +27.88% | +7.78% | +2.78% | -0.30% | 33:56 | 07:57 | 26:50 | 29:16 | 43:32 | 59:17 | 16:42 | 12:22 |
 | Arcane Boots | 71 | 57.26% | 96.4 | 57.75% | +21.90% | +3.36% | +8.92% | 1.52% | 14:07 | 04:46 | 12:00 | 13:40 | 15:40 | 36:57 | 03:40 | 02:42 |
 | Force Staff | 54 | 43.55% | 94.6 | 59.26% | +19.26% | +19.31% | +2.28% | -1.33% | 29:54 | 16:07 | 23:18 | 27:36 | 36:07 | 52:21 | 12:49 | 09:29 |
 | Ring of Protection | 22 | 17.74% | 92.9 | 68.18% | +24.06% | -1.51% | +11.82% | 0.45% | 18:10 | -01:30 | -01:29 | 21:23 | 31:06 | 47:34 | 32:35 | 24:08 |
 | Magic Wand | 84 | 67.74% | 91.1 | 54.76% | +19.76% | -2.38% | -21.43% | -2.82% | 12:29 | -01:29 | 08:58 | 12:09 | 15:44 | 26:16 | 06:46 | 05:00 |
 | Fluffy Hat | 77 | 62.10% | 89.3 | 53.25% | +12.82% | +9.91% | -16.41% | -2.28% | 19:47 | 07:25 | 12:48 | 16:37 | 24:20 | 52:21 | 11:32 | 08:32 |
 | Guardian Greaves | 7 | 5.65% | 87.5 | 85.71% | +39.56% | +14.29% | +14.29% | 0.00% | 27:23 | 15:06 | 25:20 | 29:02 | 31:18 | 31:33 | 05:58 | 04:25 |
 | Boots of Speed | 124 | 100.00% | 85.7 | 48.39% | +48.39% | +6.45% | -19.36% | -6.37% | 06:16 | -01:29 | 04:14 | 06:15 | 08:17 | 15:30 | 04:03 | 03:00 |
 | Headdress | 39 | 31.45% | 83.9 | 56.41% | +11.70% | +13.59% | +3.59% | -1.10% | 20:28 | 08:10 | 15:33 | 18:43 | 24:40 | 43:41 | 09:07 | 06:45 |
 | Lotus Orb | 9 | 7.26% | 82.1 | 77.78% | +31.69% | +22.22% | -27.78% | -2.67% | 42:01 | 24:41 | 32:03 | 38:47 | 50:46 | 59:18 | 18:43 | 13:51 |
 | Glimmer Cape | 42 | 33.87% | 80.4 | 54.76% | +9.64% | +17.97% | -24.76% | -4.03% | 30:22 | 17:23 | 22:41 | 26:51 | 33:17 | 1:01:40 | 10:36 | 07:51 |
 | Magic Stick | 118 | 95.16% | 78.6 | 47.46% | -19.21% | -0.79% | -12.98% | -1.90% | 04:09 | -01:29 | -01:14 | 03:40 | 07:38 | 14:40 | 08:52 | 06:34 |
 | Crown | 11 | 8.87% | 76.8 | 72.73% | +26.71% | -39.40% | +27.27% | 4.80% | 28:04 | 15:22 | 20:42 | 27:40 | 34:35 | 41:22 | 13:53 | 10:17 |
 | Boots of Bearing | 13 | 10.48% | 75.0 | 69.23% | +23.28% | -2.56% | -35.90% | -2.25% | 35:06 | 21:31 | 25:30 | 29:15 | 40:21 | 1:14:40 | 14:51 | 11:00 |
 | Aether Lens | 4 | 3.23% | 73.2 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 40:01 | 36:57 | 36:57 | 40:04 | 40:29 | 42:33 | 03:32 | 02:37 |
 | Buckler | 20 | 16.13% | 71.4 | 60.00% | +13.85% | -20.00% | +20.00% | 3.78% | 27:14 | 15:06 | 20:31 | 26:56 | 31:06 | 47:34 | 10:35 | 07:50 |
 | Black King Bar | 6 | 4.84% | 69.6 | 83.33% | +36.72% | -33.33% | +16.67% | 0.00% | 45:55 | 27:38 | 29:28 | 34:20 | 1:10:24 | 1:11:07 | 40:56 | 30:19 |
 | Holy Locket | 14 | 11.29% | 67.9 | 64.29% | +17.93% | +35.71% | +35.71% | 0.00% | 25:15 | 15:32 | 20:07 | 23:08 | 31:10 | 37:26 | 11:03 | 08:11 |
 | Medallion of Courage | 12 | 9.68% | 66.1 | 66.67% | +20.24% | 0.00% | +33.33% | 1.67% | 24:57 | 11:14 | 13:42 | 24:52 | 33:39 | 39:36 | 19:57 | 14:46 |
 | Solar Crest | 10 | 8.06% | 64.3 | 70.00% | +23.51% | -36.67% | +30.00% | 5.42% | 30:48 | 17:40 | 25:05 | 29:02 | 37:23 | 44:46 | 12:18 | 09:06 |
 | Hood of Defiance | 8 | 6.45% | 62.5 | 75.00% | +28.45% | -25.00% | +25.00% | 3.06% | 26:28 | 09:58 | 13:05 | 27:06 | 29:25 | 45:17 | 16:20 | 12:05 |
 | Chainmail | 36 | 29.03% | 60.7 | 50.00% | +2.27% | -16.67% | +27.78% | 7.23% | 18:31 | 04:52 | 13:44 | 17:41 | 19:53 | 39:35 | 06:09 | 04:33 |
 | Wind Lace | 78 | 62.90% | 58.9 | 42.31% | -16.39% | -17.31% | -0.20% | 1.86% | 08:11 | -01:29 | 01:39 | 05:40 | 10:50 | 1:08:20 | 09:11 | 06:48 |
 | Ghost Scepter | 23 | 18.55% | 57.1 | 52.17% | +4.65% | -2.17% | -18.84% | -2.02% | 31:43 | 18:05 | 27:20 | 30:41 | 35:36 | 51:03 | 08:16 | 06:07 |
 | Blight Stone | 11 | 8.87% | 55.4 | 63.64% | +16.74% | +3.03% | +36.36% | 2.03% | 23:53 | 10:10 | 13:42 | 24:06 | 30:05 | 39:36 | 16:23 | 12:08 |
 | Mekansm | 19 | 15.32% | 53.6 | 52.63% | +5.01% | +47.37% | -12.63% | -15.25% | 22:30 | 11:37 | 20:45 | 22:25 | 24:41 | 31:40 | 03:56 | 02:54 |
 | Drum of Endurance | 30 | 24.19% | 51.8 | 46.67% | -2.27% | +15.83% | -18.10% | -2.97% | 25:16 | 11:54 | 16:40 | 21:54 | 28:05 | 1:13:41 | 11:25 | 08:27 |
 | Pipe of Insight | 5 | 4.03% | 50.0 | 80.00% | +32.94% | +20.00% | +20.00% | 0.00% | 29:25 | 14:38 | 14:38 | 28:19 | 30:48 | 45:21 | 16:10 | 11:58 |
 | Tranquil Boots | 27 | 21.77% | 48.2 | 44.44% | -5.04% | +12.70% | +12.70% | 0.00% | 19:18 | 07:56 | 12:20 | 15:25 | 21:54 | 1:08:46 | 09:34 | 07:05 |
 | Wraith Band | 6 | 4.84% | 46.4 | 66.67% | +19.21% | -16.67% | +33.33% | 0.00% | 29:43 | 23:24 | 26:19 | 29:18 | 33:14 | 33:32 | 06:55 | 05:07 |
 | Wraith Pact | 2 | 1.61% | 44.6 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 44:46 | 37:40 | 37:40 | 51:52 | 51:52 | 51:52 | 14:12 | 10:31 |
 | Linken's Sphere | 2 | 1.61% | 42.9 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 1:05:10 | 52:52 | 52:52 | 1:17:27 | 1:17:27 | 1:17:27 | 24:35 | 18:12 |
 | Aeon Disk | 7 | 5.65% | 41.1 | 57.14% | +9.28% | +42.86% | -57.14% | 0.00% | 45:37 | 35:23 | 38:42 | 43:07 | 53:19 | 55:41 | 14:37 | 10:49 |
 | Quelling Blade | 8 | 6.45% | 39.3 | 50.00% | +1.72% | 0.00% | +50.00% | 6.32% | 06:16 | -01:29 | -01:29 | 02:47 | 09:24 | 21:06 | 10:53 | 08:03 |
 | Morbid Mask | 5 | 4.03% | 37.5 | 60.00% | +12.10% | -60.00% | +40.00% | 0.00% | 37:32 | 33:28 | 33:28 | 35:02 | 36:40 | 47:34 | 03:12 | 02:22 |
 | Ring of Basilius | 5 | 4.03% | 35.7 | 60.00% | +12.10% | +40.00% | +40.00% | 0.00% | 36:41 | 31:41 | 31:41 | 34:04 | 36:40 | 47:34 | 04:59 | 03:41 |
 | Vladmir's Offering | 5 | 4.03% | 33.9 | 60.00% | +12.10% | -60.00% | +40.00% | 0.00% | 37:55 | 33:28 | 33:28 | 36:40 | 36:52 | 47:35 | 03:24 | 02:31 |
 | Blink Dagger | 3 | 2.42% | 32.1 | 66.67% | +18.74% | +33.33% | 0.00% | 0.00% | 31:03 | 21:01 | 21:01 | 36:00 | 36:07 | 36:07 | 15:06 | 11:11 |
 | Scythe of Vyse | 1 | 0.81% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.81% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.81% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 1:02:50 | 00:00 | 00:00 |
 | Kaya | 1 | 0.81% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.81% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 1.61% | 21.4 | 50.00% | +1.64% | +50.00% | 0.00% | 0.00% | 28:14 | 24:21 | 24:21 | 32:07 | 32:07 | 32:07 | 07:46 | 05:45 |
 | Bracer | 2 | 1.61% | 19.6 | 50.00% | +1.64% | -50.00% | 0.00% | 0.00% | 16:33 | 14:24 | 14:24 | 18:41 | 18:41 | 18:41 | 04:17 | 03:10 |
 | Heaven's Halberd | 2 | 1.61% | 17.9 | 50.00% | +1.64% | +50.00% | 0.00% | 0.00% | 1:02:08 | 57:55 | 57:55 | 1:06:21 | 1:06:21 | 1:06:21 | 08:26 | 06:14 |
 | Aghanim's Scepter | 2 | 1.61% | 16.1 | 50.00% | +1.64% | -50.00% | 0.00% | 0.00% | 30:01 | 26:16 | 26:16 | 33:45 | 33:45 | 33:45 | 07:29 | 05:32 |
 | Sange | 2 | 1.61% | 14.3 | 50.00% | +1.64% | +50.00% | 0.00% | 0.00% | 60:32 | 56:40 | 56:40 | 1:04:23 | 1:04:23 | 1:04:23 | 07:43 | 05:42 |
 | Orb of Venom | 2 | 1.61% | 12.5 | 50.00% | +1.64% | +50.00% | 0.00% | 0.00% | -01:25 | -01:29 | -01:29 | -01:20 | -01:20 | -01:20 | 00:09 | 00:06 |
 | Helm of Iron Will | 3 | 2.42% | 10.7 | 0.00% | -49.59% | 0.00% | 0.00% | 0.00% | 19:30 | 14:35 | 14:35 | 20:45 | 23:10 | 23:10 | 08:35 | 06:21 |
 | Crimson Guard | 2 | 1.61% | 8.9 | 0.00% | -49.18% | 0.00% | 0.00% | 0.00% | 25:51 | 15:48 | 15:48 | 35:53 | 35:53 | 35:53 | 20:05 | 14:52 |
 | Radiance | 1 | 0.81% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 00:00 | 00:00 |
 | Phase Boots | 5 | 4.03% | 5.4 | 0.00% | -50.42% | 0.00% | 0.00% | 0.00% | 11:31 | 07:04 | 07:04 | 12:46 | 13:37 | 15:49 | 06:33 | 04:51 |
 | Bottle | 1 | 0.81% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 |
 | Vanguard | 2 | 1.61% | 1.8 | 0.00% | -49.18% | 0.00% | 0.00% | 0.00% | 19:27 | 09:49 | 09:49 | 29:04 | 29:04 | 29:04 | 19:15 | 14:15 |