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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 | |
 | Crown | 8 | 21.62% | 100.0 | 75.00% | +40.52% | +25.00% | -25.00% | -9.90% | 25:23 | 11:24 | 23:07 | 24:53 | 28:10 | 34:03 | 05:03 | 03:44 |
 | Chainmail | 13 | 35.14% | 97.9 | 61.54% | +28.21% | -28.21% | +5.13% | 2.69% | 23:44 | 13:17 | 17:26 | 22:08 | 29:51 | 32:54 | 12:25 | 09:11 |
 | Solar Crest | 7 | 18.92% | 95.7 | 71.43% | +34.76% | -21.43% | -21.43% | 0.00% | 28:31 | 25:01 | 26:01 | 27:14 | 28:10 | 35:24 | 02:09 | 01:35 |
 | Headdress | 7 | 18.92% | 93.6 | 71.43% | +34.76% | +28.57% | -21.43% | -6.96% | 18:26 | 13:17 | 14:29 | 19:24 | 21:40 | 22:17 | 07:11 | 05:19 |
 | Magic Stick | 31 | 83.78% | 91.5 | 48.39% | +31.72% | -10.89% | +14.11% | 3.49% | 06:45 | -01:29 | 02:01 | 06:30 | 09:11 | 22:56 | 07:10 | 05:18 |
 | Wind Lace | 29 | 78.38% | 89.4 | 48.28% | +23.28% | -5.42% | +8.86% | 1.61% | 15:54 | -01:29 | 09:01 | 14:39 | 17:52 | 34:03 | 08:51 | 06:33 |
 | Magic Wand | 24 | 64.86% | 87.2 | 50.00% | +19.23% | 0.00% | +33.33% | 5.00% | 11:19 | 02:42 | 07:37 | 09:48 | 14:17 | 25:01 | 06:40 | 04:56 |
 | Ring of Protection | 27 | 72.97% | 85.1 | 48.15% | +18.15% | -19.58% | +8.99% | 5.66% | 05:20 | -01:29 | -01:29 | 03:45 | 06:32 | 37:21 | 08:01 | 05:56 |
 | Boots of Speed | 37 | 100.00% | 83.0 | 43.24% | +43.24% | -9.91% | +1.20% | 2.77% | 06:24 | -01:29 | 03:56 | 07:02 | 07:57 | 21:16 | 04:01 | 02:58 |
 | Void Stone | 21 | 56.76% | 80.9 | 47.62% | +10.12% | -7.62% | +12.38% | 2.12% | 18:56 | 06:14 | 12:37 | 15:52 | 22:03 | 39:58 | 09:26 | 06:59 |
 | Blight Stone | 8 | 21.62% | 78.7 | 62.50% | +24.57% | -12.50% | -12.50% | 0.00% | 21:30 | -01:29 | 17:45 | 20:58 | 28:10 | 32:54 | 10:25 | 07:42 |
 | Medallion of Courage | 8 | 21.62% | 76.6 | 62.50% | +24.57% | +37.50% | -12.50% | -5.20% | 25:49 | 20:34 | 20:38 | 22:08 | 30:15 | 32:54 | 09:37 | 07:07 |
 | Arcane Boots | 16 | 43.24% | 74.5 | 50.00% | +11.90% | 0.00% | 0.00% | 0.00% | 19:57 | 07:41 | 11:10 | 19:21 | 26:10 | 34:50 | 15:00 | 11:06 |
 | Urn of Shadows | 25 | 67.57% | 72.3 | 44.00% | +2.33% | +6.00% | -10.67% | -6.10% | 06:35 | 02:09 | 05:01 | 06:04 | 07:45 | 11:33 | 02:44 | 02:01 |
 | Mekansm | 6 | 16.22% | 70.2 | 66.67% | +27.96% | -16.67% | +33.33% | 10.34% | 22:41 | 17:15 | 18:05 | 22:17 | 22:55 | 32:50 | 04:50 | 03:34 |
 | Buckler | 6 | 16.22% | 68.1 | 66.67% | +27.96% | -16.67% | +33.33% | 6.06% | 26:39 | 20:18 | 21:21 | 25:08 | 29:36 | 37:21 | 08:15 | 06:06 |
 | Eul's Scepter of Divinity | 17 | 45.95% | 66.0 | 47.06% | +7.06% | +2.94% | +2.94% | 0.00% | 21:45 | 17:38 | 18:24 | 20:42 | 22:29 | 32:25 | 04:05 | 03:01 |
 | Guardian Greaves | 4 | 10.81% | 63.8 | 75.00% | +35.61% | -75.00% | +25.00% | 0.00% | 29:41 | 21:34 | 21:34 | 29:15 | 29:56 | 37:57 | 08:22 | 06:11 |
 | Blink Dagger | 4 | 10.81% | 61.7 | 75.00% | +35.61% | +25.00% | -75.00% | 0.00% | 36:15 | 28:45 | 28:45 | 29:03 | 31:09 | 56:02 | 02:24 | 01:46 |
 | Ring of Basilius | 2 | 5.41% | 59.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 15:50 | 10:07 | 10:07 | 21:33 | 21:33 | 21:33 | 11:26 | 08:28 |
 | Ring of Health | 7 | 18.92% | 57.4 | 57.14% | +17.14% | +42.86% | -7.14% | -2.85% | 27:47 | 12:09 | 13:09 | 25:42 | 30:43 | 44:48 | 17:34 | 13:00 |
 | Spirit Vessel | 17 | 45.95% | 55.3 | 35.29% | -14.71% | +14.71% | -10.29% | -5.66% | 19:16 | 13:26 | 15:39 | 17:53 | 20:04 | 36:55 | 04:25 | 03:16 |
 | Force Staff | 6 | 16.22% | 53.2 | 50.00% | +8.06% | 0.00% | +50.00% | 18.18% | 29:18 | 22:41 | 28:40 | 30:32 | 31:25 | 31:40 | 02:45 | 02:02 |
 | Fluffy Hat | 7 | 18.92% | 51.1 | 42.86% | -0.47% | +7.14% | +57.14% | 11.19% | 25:58 | 19:35 | 22:41 | 26:42 | 27:09 | 31:39 | 04:28 | 03:18 |
 | Aeon Disk | 1 | 2.70% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 21:01 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.70% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.70% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.70% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 23:19 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.70% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.70% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.70% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.70% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 13:01 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.70% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.70% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 13.51% | 27.7 | 40.00% | -3.75% | -40.00% | -40.00% | 0.00% | 35:11 | 26:19 | 26:19 | 30:46 | 44:09 | 44:48 | 17:50 | 13:12 |
 | Wraith Band | 5 | 13.51% | 25.5 | 40.00% | -3.75% | +60.00% | -40.00% | -51.28% | 02:28 | -01:29 | -01:29 | 02:30 | 03:26 | 05:36 | 04:55 | 03:38 |
 | Sange | 2 | 5.41% | 23.4 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 34:47 | 24:43 | 24:43 | 44:50 | 44:50 | 44:50 | 20:07 | 14:54 |
 | Ghost Scepter | 2 | 5.41% | 21.3 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 27:17 | 27:08 | 27:08 | 27:25 | 27:25 | 27:25 | 00:17 | 00:12 |
 | Heaven's Halberd | 2 | 5.41% | 19.1 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 37:01 | 28:48 | 28:48 | 45:14 | 45:14 | 45:14 | 16:26 | 12:10 |
 | Drum of Endurance | 1 | 2.70% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 |
 | Power Treads | 1 | 2.70% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.70% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.70% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.70% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |
 | Bracer | 1 | 2.70% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 13:58 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.70% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 2.70% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 00:00 | 00:00 |