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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 | |
 | Ring of Health | 24 | 35.82% | 100.0 | 70.83% | +38.27% | +29.17% | -37.50% | -10.50% | 33:21 | 21:42 | 29:20 | 33:52 | 35:41 | 45:19 | 06:21 | 04:42 |
 | Vanguard | 23 | 34.33% | 98.6 | 69.57% | +35.48% | +30.43% | -36.24% | -10.23% | 33:38 | 21:42 | 29:52 | 34:13 | 36:23 | 45:19 | 06:31 | 04:49 |
 | Abyssal Blade | 23 | 34.33% | 97.2 | 69.57% | +35.48% | +30.43% | -19.57% | -7.19% | 35:21 | 25:56 | 31:00 | 35:29 | 37:57 | 45:23 | 06:57 | 05:08 |
 | Skull Basher | 35 | 52.24% | 95.8 | 60.00% | +28.75% | +40.00% | -37.78% | -14.77% | 31:38 | 24:38 | 27:55 | 30:36 | 33:11 | 45:25 | 05:16 | 03:54 |
 | Void Stone | 4 | 5.97% | 94.4 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 39:58 | 29:22 | 29:22 | 30:29 | 34:03 | 1:05:56 | 04:41 | 03:28 |
 | Wind Lace | 21 | 31.34% | 93.1 | 61.90% | +22.77% | -21.90% | -21.90% | 0.00% | 11:33 | -01:29 | 03:05 | 13:47 | 17:08 | 25:57 | 14:03 | 10:24 |
 | Blink Dagger | 36 | 53.73% | 91.7 | 52.78% | +14.07% | +36.11% | -41.67% | -19.20% | 28:12 | 20:27 | 25:04 | 26:41 | 29:07 | 47:00 | 04:03 | 03:00 |
 | Yasha | 48 | 71.64% | 90.3 | 50.00% | +13.16% | +16.67% | -8.33% | -8.88% | 20:16 | 15:42 | 18:49 | 20:00 | 21:38 | 27:55 | 02:49 | 02:05 |
 | Magic Wand | 58 | 86.57% | 88.9 | 48.28% | +14.95% | +5.05% | +16.01% | 1.25% | 07:12 | -01:30 | 02:29 | 05:59 | 11:16 | 20:42 | 08:47 | 06:30 |
 | Chainmail | 56 | 83.58% | 87.5 | 48.21% | +11.85% | +1.79% | +1.79% | 0.00% | 05:42 | 01:48 | 03:51 | 04:37 | 05:40 | 24:47 | 01:49 | 01:20 |
 | Magic Stick | 59 | 88.06% | 86.1 | 47.46% | +9.96% | +12.54% | +5.87% | -6.67% | -00:02 | -01:30 | -01:29 | -01:29 | -01:25 | 09:21 | 00:04 | 00:02 |
 | Boots of Speed | 67 | 100.00% | 84.7 | 46.27% | +46.27% | -10.98% | -10.98% | 0.00% | 04:28 | 00:53 | 02:30 | 03:25 | 05:15 | 15:50 | 02:45 | 02:02 |
 | Manta Style | 47 | 70.15% | 83.3 | 48.94% | +8.94% | +26.06% | -23.94% | -15.87% | 23:22 | 17:36 | 21:47 | 23:26 | 24:56 | 33:14 | 03:09 | 02:20 |
 | Phase Boots | 53 | 79.10% | 81.9 | 47.17% | +4.31% | +22.06% | -24.09% | -27.69% | 06:22 | 04:27 | 05:17 | 05:57 | 06:57 | 19:51 | 01:40 | 01:14 |
 | Radiance | 53 | 79.10% | 80.6 | 47.17% | +4.31% | +37.45% | -16.40% | -27.85% | 16:39 | 12:56 | 15:38 | 16:29 | 17:34 | 27:25 | 01:56 | 01:25 |
 | Quelling Blade | 51 | 76.12% | 79.2 | 47.06% | +3.31% | +22.17% | +6.79% | 0.00% | -01:07 | -01:30 | -01:29 | -01:29 | -01:29 | 07:48 | 00:00 | 00:00 |
 | Ring of Basilius | 18 | 26.87% | 77.8 | 55.56% | +12.70% | +24.44% | +19.44% | -0.43% | 08:31 | -01:29 | 01:47 | 04:56 | 13:28 | 33:45 | 11:41 | 08:39 |
 | Overwhelming Blink | 11 | 16.42% | 76.4 | 54.55% | +9.91% | +45.45% | +12.12% | -3.55% | 47:05 | 39:54 | 40:26 | 48:37 | 49:50 | 56:08 | 09:24 | 06:57 |
 | Black King Bar | 15 | 22.39% | 75.0 | 46.67% | +0.52% | -21.67% | +3.33% | 1.74% | 39:19 | 29:26 | 30:43 | 33:34 | 45:07 | 1:03:24 | 14:24 | 10:40 |
 | Tranquil Boots | 12 | 17.91% | 73.6 | 50.00% | +4.55% | +50.00% | +16.67% | -8.10% | 15:52 | 10:03 | 10:40 | 12:06 | 14:47 | 38:48 | 04:07 | 03:02 |
 | Drum of Endurance | 4 | 5.97% | 72.2 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 19:07 | 14:37 | 14:37 | 17:29 | 22:02 | 22:18 | 07:25 | 05:29 |
 | Moon Shard | 4 | 5.97% | 70.8 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 45:29 | 26:38 | 26:38 | 33:55 | 58:26 | 1:02:56 | 31:48 | 23:33 |
 | Morbid Mask | 4 | 5.97% | 69.4 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 27:19 | 13:37 | 13:37 | 28:48 | 33:04 | 33:45 | 19:27 | 14:24 |
 | Aether Lens | 2 | 2.99% | 68.1 | 100.00% | +55.38% | 0.00% | 0.00% | 0.00% | 31:43 | 29:22 | 29:22 | 34:03 | 34:03 | 34:03 | 04:41 | 03:28 |
 | Silver Edge | 2 | 2.99% | 66.7 | 100.00% | +55.38% | 0.00% | 0.00% | 0.00% | 35:41 | 35:36 | 35:36 | 35:45 | 35:45 | 35:45 | 00:09 | 00:06 |
 | Shadow Blade | 2 | 2.99% | 65.3 | 100.00% | +55.38% | 0.00% | 0.00% | 0.00% | 32:33 | 32:07 | 32:07 | 32:59 | 32:59 | 32:59 | 00:52 | 00:38 |
 | Boots of Bearing | 2 | 2.99% | 63.9 | 100.00% | +55.38% | 0.00% | 0.00% | 0.00% | 28:56 | 21:18 | 21:18 | 36:34 | 36:34 | 36:34 | 15:16 | 11:18 |
 | Buckler | 14 | 20.90% | 62.5 | 42.86% | -4.31% | +7.14% | +23.81% | 0.88% | 27:47 | 06:53 | 18:33 | 28:22 | 37:25 | 41:02 | 18:52 | 13:58 |
 | Ring of Protection | 14 | 20.90% | 61.1 | 42.86% | -4.31% | -17.86% | +23.81% | 1.55% | 24:02 | -01:29 | 10:29 | 27:15 | 37:25 | 41:01 | 26:56 | 19:57 |
 | Aghanim's Shard | 5 | 7.46% | 59.7 | 60.00% | +14.84% | +40.00% | -60.00% | -19.67% | 50:16 | 47:03 | 47:03 | 50:08 | 52:08 | 54:45 | 05:05 | 03:45 |
 | Crown | 5 | 7.46% | 58.3 | 60.00% | +14.84% | +40.00% | +40.00% | 0.00% | 18:26 | 06:21 | 06:21 | 16:10 | 25:19 | 29:37 | 18:58 | 14:02 |
 | Helm of Iron Will | 3 | 4.48% | 56.9 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 24:59 | 03:51 | 03:51 | 34:22 | 36:44 | 36:44 | 32:53 | 24:21 |
 | Medallion of Courage | 3 | 4.48% | 55.6 | 66.67% | +21.36% | -66.67% | 0.00% | 0.00% | 19:15 | 16:09 | 16:09 | 16:48 | 24:48 | 24:48 | 08:39 | 06:24 |
 | Headdress | 3 | 4.48% | 54.2 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 27:54 | 24:28 | 24:28 | 28:50 | 30:25 | 30:25 | 05:57 | 04:24 |
 | Blight Stone | 3 | 4.48% | 52.8 | 66.67% | +21.36% | -66.67% | 0.00% | 0.00% | 19:15 | 16:09 | 16:09 | 16:48 | 24:48 | 24:48 | 08:39 | 06:24 |
 | Vladmir's Offering | 3 | 4.48% | 51.4 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 27:04 | 14:02 | 14:02 | 33:24 | 33:45 | 33:45 | 19:43 | 14:36 |
 | Crystalys | 3 | 4.48% | 50.0 | 66.67% | +21.36% | +33.33% | 0.00% | 0.00% | 36:47 | 34:29 | 34:29 | 35:13 | 40:38 | 40:38 | 06:09 | 04:33 |
 | Fluffy Hat | 8 | 11.94% | 48.6 | 37.50% | -9.96% | -37.50% | +62.50% | 12.71% | 17:30 | 12:58 | 13:12 | 14:16 | 21:04 | 24:28 | 07:52 | 05:49 |
 | Assault Cuirass | 8 | 11.94% | 47.2 | 37.50% | -9.96% | -37.50% | +12.50% | 3.91% | 34:46 | 25:47 | 27:40 | 34:46 | 40:28 | 41:33 | 12:48 | 09:28 |
 | Aghanim's Scepter | 4 | 5.97% | 45.8 | 50.00% | +3.97% | +50.00% | -50.00% | -5.51% | 49:58 | 37:49 | 37:49 | 46:39 | 55:57 | 59:26 | 18:08 | 13:25 |
 | Force Staff | 4 | 5.97% | 44.4 | 50.00% | +3.97% | -50.00% | +50.00% | 100.00% | 26:47 | 23:57 | 23:57 | 24:24 | 24:54 | 33:51 | 00:57 | 00:42 |
 | Wraith Band | 4 | 5.97% | 43.1 | 50.00% | +3.97% | -50.00% | +50.00% | 39.22% | 03:21 | 01:44 | 01:44 | 01:51 | 04:17 | 05:30 | 02:33 | 01:53 |
 | Harpoon | 1 | 1.49% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 1.49% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.49% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.49% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.49% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.49% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 1.49% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Diadem | 1 | 1.49% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.49% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 1:06:11 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.49% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Desolator | 1 | 1.49% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.49% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 08:56 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.49% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.49% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.49% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Solar Crest | 2 | 2.99% | 20.8 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 29:09 | 26:23 | 26:23 | 31:54 | 31:54 | 31:54 | 05:31 | 04:05 |
 | Heaven's Halberd | 2 | 2.99% | 19.4 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 27:41 | 25:03 | 25:03 | 30:19 | 30:19 | 30:19 | 05:16 | 03:54 |
 | Sange | 2 | 2.99% | 18.1 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 26:58 | 23:44 | 23:44 | 30:12 | 30:12 | 30:12 | 06:28 | 04:47 |
 | Holy Locket | 2 | 2.99% | 16.7 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 27:11 | 25:00 | 25:00 | 29:22 | 29:22 | 29:22 | 04:22 | 03:14 |
 | Aghanim's Blessing | 2 | 2.99% | 15.3 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 57:42 | 55:57 | 55:57 | 59:26 | 59:26 | 59:26 | 03:29 | 02:34 |
 | Javelin | 1 | 1.49% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 31:12 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.49% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 00:00 | 00:00 |
 | Bracer | 3 | 4.48% | 11.1 | 0.00% | -48.44% | 0.00% | 0.00% | 0.00% | 01:54 | 01:45 | 01:45 | 01:57 | 02:01 | 02:01 | 00:16 | 00:11 |
 | Boots of Travel 2 | 1 | 1.49% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:55 | 1:04:55 | 1:04:55 | 1:04:55 | 1:04:55 | 1:04:55 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.49% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.49% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.49% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:05 | 37:05 | 37:05 | 37:05 | 37:05 | 37:05 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.49% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.49% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.49% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |