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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 | 181 | 54.03% | 100.0 | 59.12% | +18.21% | -8.01% | +9.77% | 1.08% | 25:56 | 05:51 | 16:34 | 26:25 | 32:59 | 55:58 | 16:25 | 12:09 |
 | Aether Lens | 48 | 14.33% | 98.7 | 66.67% | +18.59% | -16.67% | +16.66% | 3.38% | 29:48 | 16:03 | 23:34 | 27:50 | 33:26 | 56:22 | 09:52 | 07:18 |
 | Aghanim's Shard | 45 | 13.43% | 97.4 | 66.67% | +18.39% | +24.24% | -21.22% | -3.29% | 35:21 | 16:35 | 27:04 | 34:01 | 40:52 | 59:09 | 13:48 | 10:13 |
 | Scythe of Vyse | 77 | 22.99% | 96.2 | 62.34% | +15.05% | +0.82% | +11.34% | 0.87% | 37:14 | 21:10 | 30:05 | 35:45 | 42:08 | 1:20:12 | 12:03 | 08:55 |
 | Glimmer Cape | 106 | 31.64% | 94.9 | 58.49% | +11.33% | +8.18% | -4.64% | -1.27% | 24:28 | 12:33 | 19:30 | 23:26 | 29:38 | 45:05 | 10:08 | 07:30 |
 | Guardian Greaves | 43 | 12.84% | 93.6 | 65.12% | +16.49% | -1.48% | -1.48% | 0.00% | 20:04 | 11:54 | 13:56 | 17:44 | 23:36 | 39:48 | 09:40 | 07:09 |
 | Buckler | 45 | 13.43% | 92.3 | 64.44% | +15.82% | +17.38% | +8.29% | -0.84% | 17:49 | 08:24 | 10:41 | 14:46 | 21:33 | 39:37 | 10:52 | 08:02 |
 | Arcane Boots | 58 | 17.31% | 91.0 | 62.07% | +13.69% | +17.93% | +9.36% | -0.86% | 16:11 | 05:32 | 09:45 | 13:15 | 19:40 | 37:46 | 09:55 | 07:20 |
 | Ring of Protection | 231 | 68.96% | 89.7 | 53.68% | +9.45% | -3.68% | -3.68% | 0.00% | 08:58 | -01:30 | 06:41 | 08:32 | 10:56 | 39:36 | 04:15 | 03:08 |
 | Boots of Speed | 334 | 99.70% | 88.5 | 50.60% | -49.40% | -5.36% | -7.23% | -0.53% | 04:43 | -01:30 | 02:39 | 04:35 | 06:11 | 20:06 | 03:32 | 02:37 |
 | Force Staff | 215 | 64.18% | 87.2 | 52.09% | +3.76% | +5.32% | +1.61% | -0.44% | 22:13 | 09:44 | 17:12 | 20:46 | 25:43 | 44:29 | 08:31 | 06:18 |
 | Magic Stick | 254 | 75.82% | 85.9 | 51.18% | +1.80% | -1.18% | -3.56% | -0.32% | 04:44 | -01:30 | 00:54 | 03:17 | 08:26 | 21:14 | 07:32 | 05:34 |
 | Magic Wand | 242 | 72.24% | 84.6 | 51.24% | +1.78% | -0.42% | -9.57% | -1.40% | 08:57 | -01:29 | 05:06 | 08:18 | 11:39 | 25:50 | 06:33 | 04:51 |
 | Spirit Vessel | 138 | 41.19% | 83.3 | 52.90% | +3.66% | -4.33% | -2.90% | 0.21% | 16:15 | 08:45 | 12:45 | 15:59 | 19:26 | 37:01 | 06:41 | 04:57 |
 | Urn of Shadows | 150 | 44.78% | 82.1 | 51.33% | +1.06% | -1.33% | +0.02% | 0.40% | 09:48 | 03:03 | 07:53 | 09:29 | 11:14 | 32:11 | 03:21 | 02:28 |
 | Tranquil Boots | 125 | 37.31% | 80.8 | 52.00% | +2.00% | +12.52% | -10.06% | -4.14% | 11:29 | 02:37 | 06:56 | 09:10 | 12:23 | 39:55 | 05:27 | 04:02 |
 | Blink Dagger | 15 | 4.48% | 79.5 | 73.33% | +23.64% | +26.67% | +1.67% | 0.00% | 35:17 | 21:25 | 27:06 | 34:44 | 38:56 | 54:16 | 11:50 | 08:45 |
 | Fluffy Hat | 266 | 79.40% | 78.2 | 48.12% | -12.75% | +8.60% | +0.36% | -0.96% | 14:57 | 03:26 | 09:51 | 12:58 | 18:28 | 44:29 | 08:37 | 06:22 |
 | Octarine Core | 57 | 17.01% | 76.9 | 56.14% | +6.50% | -6.14% | -6.14% | 0.00% | 36:07 | 17:46 | 27:20 | 33:26 | 39:28 | 1:23:45 | 12:08 | 08:59 |
 | Chainmail | 110 | 32.84% | 75.6 | 50.91% | +0.24% | +13.38% | -10.17% | -2.14% | 13:52 | 01:31 | 07:50 | 13:29 | 18:49 | 35:38 | 10:59 | 08:08 |
 | Mekansm | 73 | 21.79% | 74.4 | 53.42% | +3.42% | +13.25% | -8.98% | -2.57% | 13:08 | 04:17 | 09:11 | 11:48 | 17:49 | 29:00 | 08:38 | 06:23 |
 | Wind Lace | 228 | 68.06% | 73.1 | 46.49% | -13.32% | -0.88% | +7.90% | 0.92% | 09:21 | -01:29 | 02:49 | 07:11 | 12:23 | 1:02:55 | 09:34 | 07:05 |
 | Headdress | 80 | 23.88% | 71.8 | 51.25% | +0.66% | +13.75% | -1.25% | -1.14% | 07:26 | -01:29 | -01:26 | 06:01 | 14:33 | 29:00 | 15:59 | 11:50 |
 | Aghanim's Scepter | 61 | 18.21% | 70.5 | 52.46% | +2.10% | +47.54% | -12.46% | -4.85% | 34:42 | 18:47 | 27:42 | 33:52 | 40:04 | 57:17 | 12:22 | 09:09 |
 | Ring of Health | 59 | 17.61% | 69.2 | 52.54% | +2.18% | +0.79% | -5.87% | -0.48% | 27:21 | 12:06 | 18:13 | 26:44 | 32:05 | 51:41 | 13:52 | 10:16 |
 | Wind Waker | 7 | 2.09% | 67.9 | 85.71% | +35.71% | +14.29% | -35.71% | 0.00% | 47:57 | 32:31 | 36:32 | 44:19 | 48:46 | 1:08:41 | 12:14 | 09:03 |
 | Hood of Defiance | 9 | 2.69% | 66.7 | 77.78% | +27.78% | +22.22% | -27.78% | 0.00% | 18:30 | 14:31 | 15:03 | 18:10 | 18:23 | 26:23 | 03:20 | 02:28 |
 | Boots of Travel | 70 | 20.90% | 65.4 | 48.57% | -2.75% | -4.13% | -7.39% | -0.32% | 38:38 | 17:55 | 32:34 | 38:43 | 42:42 | 1:06:51 | 10:08 | 07:30 |
 | Pavise | 43 | 12.84% | 64.1 | 51.16% | +0.48% | +12.48% | -14.80% | -8.99% | 13:23 | 07:12 | 11:42 | 12:50 | 14:44 | 19:48 | 03:02 | 02:14 |
 | Solar Crest | 39 | 11.64% | 62.8 | 51.28% | +0.60% | +18.72% | -1.28% | -2.16% | 24:15 | 13:16 | 19:21 | 23:21 | 28:37 | 39:06 | 09:16 | 06:51 |
 | Cornucopia | 16 | 4.78% | 61.5 | 62.50% | +12.34% | +12.50% | -12.50% | -1.35% | 31:55 | 13:38 | 19:52 | 29:03 | 38:22 | 50:13 | 18:30 | 13:42 |
 | Quelling Blade | 35 | 10.45% | 60.3 | 51.43% | +0.76% | +15.24% | +4.13% | -3.04% | 02:51 | -01:29 | -01:29 | -01:29 | 05:08 | 35:06 | 06:37 | 04:54 |
 | Medallion of Courage | 41 | 12.24% | 59.0 | 48.78% | -2.24% | +31.22% | +1.22% | -3.39% | 20:41 | 09:36 | 15:37 | 20:17 | 24:28 | 35:38 | 08:51 | 06:33 |
 | Blight Stone | 41 | 12.24% | 57.7 | 48.78% | -2.24% | +31.22% | -8.78% | -4.36% | 19:56 | -01:29 | 15:09 | 20:16 | 24:19 | 35:38 | 09:10 | 06:47 |
 | Crown | 83 | 24.78% | 56.4 | 42.17% | -11.40% | -13.60% | +0.69% | 1.10% | 19:31 | 04:55 | 11:53 | 17:55 | 24:54 | 1:03:22 | 13:01 | 09:38 |
 | Lotus Orb | 30 | 8.96% | 55.1 | 50.00% | -0.82% | -12.50% | +7.14% | 1.51% | 33:59 | 21:03 | 27:45 | 30:35 | 40:44 | 53:39 | 12:59 | 09:37 |
 | Linken's Sphere | 16 | 4.78% | 53.8 | 56.25% | +5.78% | -6.25% | -6.25% | 0.00% | 34:48 | 19:42 | 28:04 | 29:56 | 39:38 | 50:21 | 11:34 | 08:34 |
 | Eul's Scepter of Divinity | 19 | 5.67% | 52.6 | 52.63% | +2.00% | -12.63% | -12.63% | 0.00% | 33:34 | 15:59 | 21:29 | 28:13 | 42:47 | 1:03:21 | 21:18 | 15:46 |
 | Vanguard | 9 | 2.69% | 51.3 | 66.67% | +16.36% | -66.67% | +33.33% | 0.00% | 27:06 | 15:02 | 15:42 | 26:53 | 29:48 | 48:02 | 14:06 | 10:26 |
 | Boots of Travel 2 | 7 | 2.09% | 50.0 | 71.43% | +21.13% | +28.57% | -21.43% | 0.00% | 47:09 | 24:13 | 35:27 | 44:17 | 47:52 | 1:15:37 | 12:25 | 09:11 |
 | Orchid Malevolence | 7 | 2.09% | 48.7 | 71.43% | +21.13% | -21.43% | +28.57% | 0.00% | 24:22 | 17:43 | 17:44 | 20:52 | 27:59 | 36:49 | 10:15 | 07:35 |
 | Morbid Mask | 3 | 0.90% | 47.4 | 100.00% | +49.70% | 0.00% | 0.00% | 0.00% | 31:01 | 20:56 | 20:56 | 32:28 | 39:38 | 39:38 | 18:42 | 13:51 |
 | Sange | 12 | 3.58% | 46.2 | 58.33% | +7.87% | +8.34% | -25.00% | 0.00% | 29:49 | 22:14 | 25:43 | 27:10 | 34:13 | 39:18 | 08:30 | 06:17 |
 | Pipe of Insight | 15 | 4.48% | 44.9 | 53.33% | +2.70% | +21.67% | -28.33% | 0.00% | 23:21 | 18:57 | 20:02 | 22:13 | 26:14 | 31:24 | 06:12 | 04:35 |
 | Heaven's Halberd | 10 | 2.99% | 43.6 | 60.00% | +9.54% | +6.67% | -10.00% | 0.00% | 33:07 | 24:48 | 28:07 | 32:24 | 36:47 | 40:14 | 08:40 | 06:25 |
 | Diadem | 8 | 2.39% | 42.3 | 62.50% | +12.04% | -12.50% | -12.50% | 0.00% | 27:46 | 12:29 | 19:44 | 23:03 | 27:24 | 52:07 | 07:40 | 05:40 |
 | Ethereal Blade | 20 | 5.97% | 41.0 | 45.00% | -6.11% | -5.00% | +35.00% | 3.06% | 33:43 | 21:19 | 23:35 | 30:12 | 36:40 | 1:02:05 | 13:05 | 09:41 |
 | Aeon Disk | 14 | 4.18% | 39.7 | 50.00% | -0.78% | 0.00% | +16.67% | 0.00% | 45:08 | 33:51 | 36:22 | 44:54 | 49:42 | 59:00 | 13:20 | 09:52 |
 | Dagon (level 5) | 6 | 1.79% | 38.5 | 66.67% | +16.21% | -16.67% | -66.67% | 0.00% | 51:18 | 40:30 | 41:24 | 47:14 | 58:59 | 1:03:23 | 17:35 | 13:01 |
 | Black King Bar | 22 | 6.57% | 37.2 | 40.91% | -10.53% | +25.76% | -40.91% | -6.29% | 26:41 | 17:20 | 21:08 | 23:30 | 31:44 | 41:18 | 10:36 | 07:51 |
 | Kaya | 22 | 6.57% | 35.9 | 40.91% | -10.53% | -7.58% | +19.09% | 1.91% | 28:27 | 16:41 | 19:36 | 24:05 | 33:35 | 1:01:51 | 13:59 | 10:21 |
 | Ghost Scepter | 41 | 12.24% | 34.6 | 34.15% | -18.91% | +15.85% | -4.15% | -1.44% | 27:34 | 13:09 | 20:10 | 26:15 | 34:01 | 48:14 | 13:51 | 10:15 |
 | Null Talisman | 2 | 0.60% | 33.3 | 100.00% | +49.55% | 0.00% | 0.00% | 0.00% | 02:21 | 01:51 | 01:51 | 02:50 | 02:50 | 02:50 | 00:59 | 00:43 |
 | Vladmir's Offering | 2 | 0.60% | 32.1 | 100.00% | +49.55% | 0.00% | 0.00% | 0.00% | 36:03 | 32:28 | 32:28 | 39:38 | 39:38 | 39:38 | 07:10 | 05:18 |
 | Ring of Basilius | 2 | 0.60% | 30.8 | 100.00% | +49.55% | 0.00% | 0.00% | 0.00% | 36:03 | 32:28 | 32:28 | 39:37 | 39:37 | 39:37 | 07:09 | 05:17 |
 | Dagon | 11 | 3.28% | 29.5 | 45.45% | -5.48% | -12.12% | +21.22% | 0.00% | 36:46 | 12:33 | 24:57 | 34:44 | 42:54 | 1:03:22 | 17:57 | 13:17 |
 | Aghanim's Blessing | 5 | 1.49% | 28.2 | 60.00% | +9.39% | -60.00% | +40.00% | 0.00% | 51:47 | 46:30 | 46:30 | 51:53 | 52:07 | 60:45 | 05:37 | 04:09 |
 | Helm of Iron Will | 6 | 1.79% | 26.9 | 50.00% | -0.76% | -50.00% | +50.00% | 0.00% | 31:23 | 17:56 | 18:19 | 22:54 | 43:51 | 45:10 | 25:32 | 18:54 |
 | Dagon (level 2) | 7 | 2.09% | 25.6 | 42.86% | -8.05% | +7.14% | +7.14% | 0.00% | 44:54 | 25:33 | 34:24 | 47:36 | 52:19 | 1:03:23 | 17:55 | 13:16 |
 | Dagon (level 4) | 7 | 2.09% | 24.4 | 42.86% | -8.05% | +7.14% | -42.86% | 0.00% | 49:15 | 30:31 | 39:00 | 53:24 | 57:57 | 1:03:23 | 18:57 | 14:02 |
 | Holy Locket | 8 | 2.39% | 23.1 | 37.50% | -13.57% | -37.50% | +62.50% | 0.00% | 19:51 | 13:37 | 15:00 | 17:06 | 22:25 | 27:32 | 07:25 | 05:29 |
 | Crimson Guard | 4 | 1.19% | 21.8 | 50.00% | -0.76% | -50.00% | +50.00% | 0.00% | 27:53 | 20:30 | 20:30 | 21:52 | 24:50 | 44:19 | 04:20 | 03:12 |
 | Dagon (level 3) | 9 | 2.69% | 20.5 | 33.33% | -17.90% | -33.33% | -33.33% | 0.00% | 45:39 | 27:15 | 32:34 | 43:19 | 56:23 | 1:03:23 | 23:49 | 17:38 |
 | Bracer | 1 | 0.30% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:54 | 01:54 | 01:54 | 01:54 | 01:54 | 01:54 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.30% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.30% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.30% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:23 | 50:23 | 50:23 | 50:23 | 50:23 | 50:23 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.30% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:05 | 51:05 | 51:05 | 51:05 | 51:05 | 51:05 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.30% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 34:52 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.30% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.30% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.30% | 9.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 1:12:07 | 00:00 | 00:00 |
 | Bottle | 2 | 0.60% | 7.7 | 50.00% | -0.75% | +50.00% | 0.00% | 0.00% | 01:09 | 00:33 | 00:33 | 01:44 | 01:44 | 01:44 | 01:11 | 00:52 |
 | Nullifier | 2 | 0.60% | 6.4 | 50.00% | -0.75% | -50.00% | 0.00% | 0.00% | 43:46 | 40:16 | 40:16 | 47:15 | 47:15 | 47:15 | 06:59 | 05:10 |
 | Drum of Endurance | 11 | 3.28% | 5.1 | 18.18% | -33.67% | -18.18% | +15.15% | 0.00% | 23:18 | 14:29 | 17:18 | 25:02 | 26:25 | 32:02 | 09:07 | 06:45 |
 | Boots of Bearing | 3 | 0.90% | 3.8 | 33.33% | -17.57% | -33.33% | 0.00% | 0.00% | 33:45 | 31:24 | 31:24 | 31:38 | 38:13 | 38:13 | 06:49 | 05:02 |
 | Meteor Hammer | 1 | 0.30% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Wraith Band | 2 | 0.60% | 1.3 | 0.00% | -51.05% | 0.00% | 0.00% | 0.00% | 19:13 | 13:36 | 13:36 | 24:49 | 24:49 | 24:49 | 11:13 | 08:18 |