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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 | |
 | Blink Dagger | 56 | 24.67% | 100.0 | 73.21% | +22.92% | +5.36% | -16.07% | -1.15% | 34:41 | 15:41 | 24:09 | 34:32 | 42:46 | 1:02:12 | 18:37 | 13:47 |
 | Wind Lace | 159 | 70.04% | 97.9 | 59.12% | +10.59% | -6.62% | -1.62% | 0.82% | 10:14 | -01:29 | 06:42 | 09:50 | 12:47 | 37:41 | 06:05 | 04:30 |
 | Ghost Scepter | 23 | 10.13% | 95.7 | 73.91% | +19.99% | +26.09% | -7.24% | -3.13% | 31:48 | 15:01 | 25:18 | 32:52 | 35:57 | 52:07 | 10:39 | 07:53 |
 | Magic Wand | 200 | 88.11% | 93.6 | 57.50% | +13.06% | -3.50% | -7.50% | -0.71% | 09:52 | 00:54 | 06:32 | 09:17 | 12:10 | 42:22 | 05:38 | 04:10 |
 | Fluffy Hat | 115 | 50.66% | 91.5 | 60.00% | +8.21% | +8.97% | +5.52% | -0.43% | 17:44 | 01:12 | 12:23 | 15:40 | 20:20 | 44:22 | 07:57 | 05:53 |
 | Tranquil Boots | 115 | 50.66% | 89.4 | 60.00% | +8.21% | +5.52% | +2.07% | -0.70% | 14:44 | 05:54 | 10:37 | 12:43 | 15:32 | 44:40 | 04:55 | 03:38 |
 | Force Staff | 76 | 33.48% | 87.2 | 61.84% | +8.86% | +6.58% | +1.32% | -0.58% | 28:16 | 14:38 | 22:38 | 28:13 | 31:41 | 49:03 | 09:03 | 06:42 |
 | Aghanim's Scepter | 71 | 31.28% | 85.1 | 61.97% | +8.76% | -0.86% | +4.70% | 0.55% | 38:31 | 23:51 | 32:51 | 37:32 | 43:03 | 57:26 | 10:12 | 07:33 |
 | Boots of Speed | 227 | 100.00% | 83.0 | 55.95% | +55.95% | +7.21% | -8.58% | -4.17% | 06:24 | -01:29 | 04:40 | 06:31 | 08:27 | 13:20 | 03:47 | 02:48 |
 | Magic Stick | 220 | 96.92% | 80.9 | 55.91% | -1.23% | -1.36% | +0.45% | 0.27% | 04:16 | -01:30 | -01:29 | 03:07 | 08:13 | 31:38 | 09:42 | 07:11 |
 | Arcane Boots | 74 | 32.60% | 78.7 | 60.81% | +7.22% | +12.87% | -5.25% | -4.31% | 13:40 | 06:21 | 10:52 | 12:43 | 15:04 | 34:49 | 04:12 | 03:06 |
 | Boots of Bearing | 24 | 10.57% | 76.6 | 70.83% | +16.64% | -4.16% | -20.83% | -1.37% | 31:37 | 19:25 | 25:35 | 30:57 | 37:46 | 50:09 | 12:11 | 09:01 |
 | Drum of Endurance | 59 | 25.99% | 74.5 | 59.32% | +4.56% | -19.32% | +14.01% | 4.45% | 22:05 | 13:20 | 17:23 | 20:59 | 24:52 | 47:01 | 07:29 | 05:32 |
 | Glimmer Cape | 45 | 19.82% | 72.3 | 55.56% | -0.48% | +26.26% | -10.11% | -5.51% | 25:18 | 17:33 | 20:09 | 23:15 | 26:45 | 55:22 | 06:36 | 04:53 |
 | Void Stone | 23 | 10.13% | 70.2 | 56.52% | +0.64% | +10.15% | -23.19% | -3.31% | 19:45 | 09:33 | 13:21 | 16:56 | 23:25 | 40:29 | 10:04 | 07:27 |
 | Aeon Disk | 6 | 2.64% | 68.1 | 83.33% | +28.13% | -33.33% | +16.67% | 0.00% | 54:05 | 35:26 | 46:05 | 47:31 | 1:09:08 | 1:10:51 | 23:03 | 17:04 |
 | Wraith Band | 6 | 2.64% | 66.0 | 83.33% | +28.13% | +16.67% | -83.33% | 0.00% | 19:22 | 10:27 | 13:30 | 16:19 | 27:44 | 29:21 | 14:14 | 10:32 |
 | Boots of Travel | 3 | 1.32% | 63.8 | 100.00% | +44.64% | 0.00% | 0.00% | 0.00% | 57:09 | 45:14 | 45:14 | 55:12 | 1:11:02 | 1:11:02 | 25:48 | 19:06 |
 | Pavise | 12 | 5.29% | 61.7 | 50.00% | -6.28% | +50.00% | -50.00% | -24.29% | 16:23 | 10:59 | 12:43 | 14:54 | 16:50 | 24:31 | 04:07 | 03:02 |
 | Eul's Scepter of Divinity | 4 | 1.76% | 59.6 | 75.00% | +19.39% | -75.00% | +25.00% | 0.00% | 20:55 | 18:31 | 18:31 | 20:09 | 22:24 | 22:35 | 03:53 | 02:52 |
 | Null Talisman | 2 | 0.88% | 57.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 20:04 | 13:32 | 13:32 | 26:36 | 26:36 | 26:36 | 13:04 | 09:40 |
 | Ring of Protection | 14 | 6.17% | 55.3 | 42.86% | -13.95% | +32.14% | -42.86% | -11.39% | 12:14 | 01:12 | 10:01 | 12:14 | 16:36 | 21:59 | 06:35 | 04:52 |
 | Quelling Blade | 11 | 4.85% | 53.2 | 45.45% | -11.03% | -12.12% | -12.12% | 0.00% | 09:20 | -01:29 | -01:29 | 07:03 | 09:25 | 38:36 | 10:54 | 08:04 |
 | Ring of Health | 5 | 2.20% | 51.1 | 60.00% | +4.14% | +40.00% | -60.00% | 0.00% | 30:31 | 25:03 | 25:03 | 27:59 | 33:42 | 40:29 | 08:39 | 06:24 |
 | Blight Stone | 14 | 6.17% | 48.9 | 35.71% | -21.57% | +14.29% | +30.96% | 0.58% | 19:36 | -01:29 | -01:26 | 21:16 | 30:08 | 51:59 | 31:34 | 23:22 |
 | Aghanim's Shard | 3 | 1.32% | 46.8 | 66.67% | +10.87% | -66.67% | 0.00% | 0.00% | 25:08 | 18:05 | 18:05 | 21:12 | 36:07 | 36:07 | 18:02 | 13:21 |
 | Bracer | 3 | 1.32% | 44.7 | 66.67% | +10.87% | +33.33% | 0.00% | 0.00% | 19:23 | 13:22 | 13:22 | 21:49 | 22:59 | 22:59 | 09:37 | 07:07 |
 | Pipe of Insight | 3 | 1.32% | 42.6 | 66.67% | +10.87% | +33.33% | 0.00% | 0.00% | 31:51 | 27:05 | 27:05 | 33:46 | 34:43 | 34:43 | 07:38 | 05:39 |
 | Lotus Orb | 3 | 1.32% | 40.4 | 66.67% | +10.87% | +33.33% | 0.00% | 0.00% | 36:11 | 28:31 | 28:31 | 39:23 | 40:38 | 40:38 | 12:07 | 08:58 |
 | Headdress | 4 | 1.76% | 38.3 | 50.00% | -6.05% | +50.00% | +50.00% | 0.00% | 20:24 | 13:27 | 13:27 | 16:29 | 25:14 | 26:26 | 11:47 | 08:43 |
 | Aether Lens | 4 | 1.76% | 36.2 | 50.00% | -6.05% | +50.00% | -50.00% | 0.00% | 30:49 | 19:25 | 19:25 | 30:26 | 36:03 | 37:23 | 16:38 | 12:19 |
 | Desolator | 1 | 0.44% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 37:02 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.44% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.44% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.44% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Crown | 10 | 4.41% | 25.5 | 30.00% | -27.14% | +3.33% | +20.00% | 2.21% | 21:44 | 11:10 | 17:16 | 21:16 | 24:48 | 31:03 | 07:32 | 05:34 |
 | Solar Crest | 7 | 3.08% | 23.4 | 28.57% | -28.25% | -28.57% | +21.43% | 10.60% | 25:57 | 21:57 | 22:12 | 25:18 | 26:55 | 32:47 | 04:43 | 03:29 |
 | Medallion of Courage | 11 | 4.85% | 21.3 | 18.18% | -39.69% | +15.15% | +15.15% | 0.00% | 24:36 | 16:05 | 18:43 | 25:50 | 29:45 | 31:03 | 11:02 | 08:10 |
 | Chainmail | 12 | 5.29% | 19.1 | 16.67% | -41.47% | -16.67% | +16.66% | 2.44% | 23:06 | 11:07 | 16:05 | 22:07 | 29:44 | 31:02 | 13:39 | 10:06 |
 | Veil of Discord | 3 | 1.32% | 17.0 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 17:32 | 15:03 | 15:03 | 17:16 | 20:17 | 20:17 | 05:14 | 03:52 |
 | Ring of Basilius | 3 | 1.32% | 14.9 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 13:20 | 11:10 | 11:10 | 11:33 | 17:16 | 17:16 | 06:06 | 04:31 |
 | Guardian Greaves | 1 | 0.44% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.44% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 30:04 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.44% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.44% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.44% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 33:59 | 00:00 | 00:00 |
 | Buckler | 1 | 0.44% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 00:00 | 00:00 |