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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 | |
 | Arcane Boots | 38 | 20.77% | 100.0 | 76.32% | +28.73% | +13.68% | +1.46% | -1.93% | 16:22 | 07:37 | 11:16 | 13:22 | 17:35 | 39:34 | 06:19 | 04:40 |
 | Buckler | 31 | 16.94% | 98.3 | 77.42% | +28.74% | +10.08% | -2.42% | -1.62% | 27:51 | 12:51 | 23:09 | 25:24 | 30:51 | 50:54 | 07:42 | 05:42 |
 | Guardian Greaves | 11 | 6.01% | 96.6 | 90.91% | +39.75% | +9.09% | +9.09% | 0.00% | 24:59 | 20:50 | 23:05 | 24:01 | 26:52 | 29:50 | 03:47 | 02:48 |
 | Eul's Scepter of Divinity | 70 | 38.25% | 94.8 | 68.57% | +24.32% | -18.57% | +2.02% | 1.84% | 24:55 | 14:30 | 18:39 | 23:07 | 29:51 | 1:05:13 | 11:12 | 08:17 |
 | Ring of Protection | 59 | 32.24% | 93.1 | 69.49% | +23.52% | -22.82% | +10.51% | 1.86% | 17:24 | -01:29 | 07:31 | 15:18 | 25:24 | 50:54 | 17:53 | 13:14 |
 | Void Stone | 93 | 50.82% | 91.4 | 65.59% | +24.48% | -9.07% | +8.32% | 1.55% | 24:01 | 08:55 | 17:20 | 22:18 | 28:35 | 1:04:02 | 11:15 | 08:20 |
 | Headdress | 16 | 8.74% | 89.7 | 81.25% | +30.35% | +18.75% | -6.25% | 0.00% | 18:00 | 10:40 | 12:42 | 16:39 | 20:10 | 27:39 | 07:28 | 05:31 |
 | Wind Lace | 91 | 49.73% | 87.9 | 63.74% | +20.26% | -11.57% | +5.83% | 1.52% | 19:13 | -01:29 | 12:37 | 17:32 | 24:05 | 1:05:11 | 11:28 | 08:29 |
 | Orb of Corrosion | 134 | 73.22% | 86.2 | 59.70% | +22.97% | +5.01% | -2.12% | -2.52% | 05:53 | 02:20 | 03:59 | 05:15 | 06:49 | 18:53 | 02:50 | 02:05 |
 | Orb of Venom | 159 | 86.89% | 84.5 | 58.49% | +37.66% | -0.99% | -13.49% | -12.50% | 00:21 | -01:29 | -01:29 | -01:29 | 01:46 | 08:04 | 03:15 | 02:24 |
 | Fluffy Hat | 135 | 73.77% | 82.8 | 59.26% | +21.76% | -0.44% | +5.45% | 2.21% | 04:33 | -01:29 | 02:52 | 03:55 | 05:32 | 18:47 | 02:40 | 01:58 |
 | Blight Stone | 135 | 73.77% | 81.0 | 59.26% | +21.76% | -0.44% | +8.39% | 3.15% | 04:09 | -01:29 | 02:26 | 03:19 | 05:14 | 18:46 | 02:48 | 02:04 |
 | Magic Wand | 160 | 87.43% | 79.3 | 57.50% | +31.41% | +15.00% | 0.00% | -3.13% | 08:43 | 00:41 | 05:57 | 08:47 | 10:45 | 30:43 | 04:48 | 03:33 |
 | Blink Dagger | 155 | 84.70% | 77.6 | 57.42% | +25.28% | +1.55% | +6.68% | 0.70% | 21:11 | 10:14 | 17:02 | 20:25 | 24:22 | 39:30 | 07:20 | 05:25 |
 | Aeon Disk | 22 | 12.02% | 75.9 | 72.73% | +21.80% | +10.60% | -32.73% | -6.37% | 34:32 | 24:36 | 31:00 | 34:29 | 37:48 | 46:56 | 06:48 | 05:02 |
 | Chainmail | 14 | 7.65% | 74.1 | 78.57% | +27.09% | +21.43% | -45.24% | 0.00% | 17:37 | 12:13 | 13:43 | 15:46 | 21:29 | 27:33 | 07:46 | 05:45 |
 | Mekansm | 14 | 7.65% | 72.4 | 78.57% | +27.09% | +21.43% | -45.24% | 0.00% | 19:10 | 14:07 | 16:24 | 17:26 | 21:52 | 28:25 | 05:28 | 04:02 |
 | Magic Stick | 178 | 97.27% | 70.7 | 54.49% | +34.49% | +1.07% | -9.04% | -1.52% | 04:42 | -01:29 | 01:12 | 05:06 | 07:51 | 14:21 | 06:39 | 04:55 |
 | Ring of Basilius | 21 | 11.48% | 69.0 | 71.43% | +20.20% | +8.57% | +8.57% | 0.00% | 23:01 | 06:03 | 13:49 | 23:33 | 30:51 | 44:56 | 17:02 | 12:37 |
 | Boots of Speed | 183 | 100.00% | 67.2 | 53.55% | +53.55% | -3.55% | +5.15% | 3.16% | 06:57 | -01:29 | 05:28 | 06:51 | 08:13 | 16:06 | 02:45 | 02:02 |
 | Aghanim's Shard | 85 | 46.45% | 65.5 | 56.47% | +5.45% | +5.43% | +5.43% | 0.00% | 25:23 | 20:01 | 21:07 | 24:23 | 29:06 | 43:32 | 07:59 | 05:54 |
 | Vladmir's Offering | 15 | 8.20% | 63.8 | 73.33% | +21.54% | -23.33% | +1.67% | 0.00% | 29:17 | 14:07 | 24:06 | 29:58 | 34:50 | 44:56 | 10:44 | 07:57 |
 | Ring of Health | 50 | 27.32% | 62.1 | 58.00% | +6.12% | -11.85% | +0.33% | 0.64% | 31:15 | 10:52 | 21:03 | 32:38 | 40:05 | 54:46 | 19:02 | 14:05 |
 | Morbid Mask | 17 | 9.29% | 60.3 | 70.59% | +18.78% | -45.59% | +29.41% | 0.00% | 25:14 | 06:53 | 17:31 | 25:17 | 30:09 | 44:56 | 12:38 | 09:21 |
 | Linken's Sphere | 10 | 5.46% | 58.6 | 80.00% | +27.98% | +20.00% | -80.00% | 0.00% | 41:14 | 25:41 | 34:51 | 40:45 | 46:49 | 58:27 | 11:58 | 08:51 |
 | Bottle | 84 | 45.90% | 56.9 | 53.57% | +0.03% | -15.47% | +3.57% | 7.62% | 04:20 | 01:36 | 02:42 | 03:53 | 05:12 | 11:14 | 02:30 | 01:51 |
 | Skull Basher | 54 | 29.51% | 55.2 | 55.56% | +2.85% | -5.56% | -1.71% | 0.44% | 31:24 | 20:26 | 26:42 | 30:27 | 35:28 | 47:39 | 08:46 | 06:29 |
 | Quelling Blade | 135 | 73.77% | 53.4 | 48.89% | -17.78% | -4.77% | +4.05% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 17:21 | 00:00 | 00:00 |
 | Urn of Shadows | 24 | 13.11% | 51.7 | 62.50% | +10.30% | -29.17% | +20.83% | 8.52% | 10:47 | 02:58 | 07:19 | 10:19 | 13:11 | 22:44 | 05:52 | 04:20 |
 | Gleipnir | 9 | 4.92% | 50.0 | 77.78% | +25.48% | +22.22% | +22.22% | 0.00% | 34:36 | 21:21 | 26:22 | 31:30 | 38:20 | 1:02:28 | 11:58 | 08:51 |
 | Rod of Atos | 9 | 4.92% | 48.3 | 77.78% | +25.48% | +22.22% | +22.22% | 0.00% | 34:00 | 20:40 | 25:55 | 30:58 | 37:42 | 1:02:02 | 11:47 | 08:43 |
 | Crown | 9 | 4.92% | 46.6 | 77.78% | +25.48% | +22.22% | +22.22% | 0.00% | 33:33 | 20:39 | 25:55 | 30:58 | 37:29 | 1:02:02 | 11:34 | 08:34 |
 | Abyssal Blade | 17 | 9.29% | 44.8 | 64.71% | +12.30% | +10.29% | +10.29% | 0.00% | 43:45 | 33:00 | 36:22 | 43:48 | 49:27 | 57:11 | 13:05 | 09:41 |
 | Vanguard | 18 | 9.84% | 43.1 | 61.11% | +8.38% | +18.89% | +13.89% | -0.44% | 45:22 | 30:47 | 38:08 | 42:19 | 49:23 | 1:27:01 | 11:15 | 08:20 |
 | Javelin | 67 | 36.61% | 41.4 | 46.27% | -11.49% | -10.98% | +0.79% | 2.78% | 11:02 | 03:57 | 08:17 | 10:27 | 12:31 | 27:22 | 04:14 | 03:08 |
 | Maelstrom | 57 | 31.15% | 39.7 | 47.37% | -8.98% | +2.63% | -18.80% | -6.43% | 16:51 | 10:14 | 13:42 | 15:15 | 17:02 | 38:20 | 03:20 | 02:28 |
 | Spirit Vessel | 11 | 6.01% | 37.9 | 63.64% | +10.73% | +3.03% | +3.03% | 0.00% | 18:20 | 11:11 | 15:05 | 16:11 | 20:27 | 32:45 | 05:22 | 03:58 |
 | Lotus Orb | 19 | 10.38% | 36.2 | 52.63% | -1.03% | +7.37% | -12.63% | -2.02% | 31:34 | 20:43 | 24:43 | 31:46 | 34:37 | 48:17 | 09:54 | 07:20 |
 | Tranquil Boots | 17 | 9.29% | 34.5 | 52.94% | -0.67% | -2.94% | -2.94% | 0.00% | 11:44 | 06:48 | 08:03 | 11:27 | 12:45 | 26:07 | 04:42 | 03:28 |
 | Power Treads | 64 | 34.97% | 32.8 | 39.06% | -22.28% | +4.69% | -7.81% | -4.90% | 11:21 | 07:15 | 09:31 | 10:39 | 12:04 | 31:37 | 02:33 | 01:53 |
 | Aghanim's Scepter | 5 | 2.73% | 31.0 | 80.00% | +27.19% | +20.00% | +20.00% | 0.00% | 38:39 | 25:00 | 25:00 | 32:28 | 35:58 | 1:08:01 | 10:58 | 08:07 |
 | Wind Waker | 2 | 1.09% | 29.3 | 100.00% | +46.96% | 0.00% | 0.00% | 0.00% | 55:37 | 46:00 | 46:00 | 1:05:13 | 1:05:13 | 1:05:13 | 19:13 | 14:14 |
 | Aghanim's Blessing | 2 | 1.09% | 27.6 | 100.00% | +46.96% | 0.00% | 0.00% | 0.00% | 55:20 | 42:38 | 42:38 | 1:08:01 | 1:08:01 | 1:08:01 | 25:23 | 18:48 |
 | Heaven's Halberd | 6 | 3.28% | 25.9 | 50.00% | -3.67% | +50.00% | -50.00% | 0.00% | 29:48 | 23:17 | 24:13 | 28:00 | 34:02 | 37:24 | 09:49 | 07:16 |
 | Hood of Defiance | 10 | 5.46% | 24.1 | 40.00% | -14.34% | +26.67% | +10.00% | 0.00% | 17:31 | 10:52 | 15:16 | 15:30 | 20:56 | 25:40 | 05:40 | 04:11 |
 | Shiva's Guard | 3 | 1.64% | 22.4 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 43:21 | 30:53 | 30:53 | 33:15 | 1:05:56 | 1:05:56 | 35:03 | 25:57 |
 | Assault Cuirass | 3 | 1.64% | 20.7 | 66.67% | +13.34% | -66.67% | 0.00% | 0.00% | 43:37 | 38:01 | 38:01 | 41:48 | 51:02 | 51:02 | 13:01 | 09:38 |
 | Sange | 7 | 3.83% | 19.0 | 42.86% | -11.12% | +7.14% | +7.14% | 0.00% | 25:52 | 19:09 | 20:06 | 23:46 | 27:23 | 37:00 | 07:17 | 05:23 |
 | Black King Bar | 4 | 2.19% | 17.2 | 50.00% | -3.63% | +50.00% | +50.00% | 0.00% | 35:31 | 28:19 | 28:19 | 29:03 | 31:19 | 53:24 | 03:00 | 02:13 |
 | Pipe of Insight | 1 | 0.55% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.55% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.55% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 42:11 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.55% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.55% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 21:59 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.55% | 6.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 34:31 | 00:00 | 00:00 |
 | Wraith Band | 7 | 3.83% | 5.2 | 28.57% | -25.98% | -28.57% | +21.43% | 0.00% | 02:23 | 01:23 | 01:38 | 02:16 | 02:39 | 03:43 | 01:01 | 00:45 |
 | Bracer | 3 | 1.64% | 3.4 | 33.33% | -20.56% | -33.33% | 0.00% | 0.00% | 08:38 | 02:59 | 02:59 | 09:55 | 13:00 | 13:00 | 10:01 | 07:25 |
 | Heart of Tarrasque | 3 | 1.64% | 1.7 | 33.33% | -20.56% | +66.67% | 0.00% | 0.00% | 55:48 | 44:48 | 44:48 | 46:36 | 1:16:01 | 1:16:01 | 31:13 | 23:07 |