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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 | |
 | Moon Shard | 13 | 4.92% | 100.0 | 100.00% | +49.40% | 0.00% | 0.00% | 0.00% | 45:24 | 19:46 | 39:10 | 45:38 | 51:11 | 1:03:27 | 12:01 | 08:54 |
 | Swift Blink | 45 | 17.05% | 98.9 | 82.22% | +35.19% | +17.78% | -9.49% | -3.75% | 37:52 | 29:51 | 33:38 | 36:12 | 40:54 | 53:34 | 07:16 | 05:22 |
 | Overwhelming Blink | 42 | 15.91% | 97.8 | 76.19% | +27.54% | +5.63% | -26.19% | -5.70% | 35:34 | 26:50 | 32:20 | 33:43 | 37:55 | 53:07 | 05:35 | 04:08 |
 | Vanguard | 106 | 40.15% | 96.8 | 67.92% | +24.88% | +13.56% | -29.46% | -6.83% | 28:49 | 04:21 | 27:02 | 29:56 | 33:20 | 57:31 | 06:18 | 04:40 |
 | Abyssal Blade | 91 | 34.47% | 95.7 | 68.13% | +23.04% | +27.52% | -33.35% | -11.24% | 33:01 | 24:53 | 28:58 | 32:34 | 34:23 | 1:05:28 | 05:25 | 04:00 |
 | Ring of Health | 118 | 44.70% | 94.6 | 66.10% | +23.63% | -2.77% | -17.82% | -1.90% | 27:13 | 00:38 | 25:19 | 29:21 | 33:14 | 57:30 | 07:55 | 05:51 |
 | Assault Cuirass | 185 | 70.08% | 93.5 | 59.46% | +21.49% | +20.97% | -22.50% | -9.02% | 25:53 | 19:22 | 22:57 | 24:55 | 27:46 | 44:14 | 04:49 | 03:34 |
 | Buckler | 193 | 73.11% | 92.5 | 59.07% | +22.45% | +20.10% | -19.49% | -9.00% | 24:27 | 11:42 | 21:34 | 23:45 | 25:58 | 47:46 | 04:24 | 03:15 |
 | Boots of Travel 2 | 13 | 4.92% | 91.4 | 84.62% | +33.23% | +15.38% | -17.95% | 0.00% | 41:07 | 22:01 | 37:25 | 42:26 | 45:00 | 56:18 | 07:35 | 05:37 |
 | Yasha | 41 | 15.53% | 90.3 | 68.29% | +18.07% | +11.71% | -8.29% | -3.44% | 19:05 | 11:23 | 14:50 | 17:27 | 20:39 | 43:27 | 05:49 | 04:18 |
 | Skull Basher | 113 | 42.80% | 89.2 | 60.18% | +12.50% | +25.53% | -28.04% | -10.27% | 28:56 | 19:53 | 25:37 | 27:43 | 30:50 | 57:46 | 05:13 | 03:51 |
 | Aghanim's Scepter | 33 | 12.50% | 88.2 | 69.70% | +19.05% | -7.20% | -7.20% | 0.00% | 36:46 | 16:19 | 31:23 | 37:43 | 42:23 | 52:42 | 11:00 | 08:08 |
 | Ring of Protection | 219 | 82.95% | 87.1 | 57.08% | +23.75% | +1.10% | -9.81% | -0.60% | 15:06 | -01:30 | 05:20 | 19:46 | 23:37 | 36:46 | 18:17 | 13:32 |
 | Wind Lace | 40 | 15.15% | 86.0 | 67.50% | +17.05% | +22.50% | -17.50% | -4.45% | 09:43 | -01:29 | 04:53 | 07:55 | 13:52 | 25:30 | 08:59 | 06:39 |
 | Aghanim's Shard | 76 | 28.79% | 84.9 | 61.84% | +12.37% | +1.32% | -14.47% | -1.97% | 34:47 | 19:49 | 30:24 | 33:57 | 38:25 | 1:01:37 | 08:01 | 05:56 |
 | Blink Dagger | 231 | 87.50% | 83.9 | 55.41% | +19.05% | +11.83% | -19.20% | -6.06% | 19:11 | 11:48 | 15:34 | 18:30 | 20:41 | 49:28 | 05:07 | 03:47 |
 | Ring of Basilius | 115 | 43.56% | 82.8 | 57.39% | +7.73% | +1.23% | +1.23% | 0.00% | 03:40 | -01:29 | 01:50 | 03:07 | 05:30 | 08:57 | 03:40 | 02:42 |
 | Quelling Blade | 252 | 95.45% | 81.7 | 53.57% | +11.90% | +6.75% | +9.92% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 11:22 | 00:00 | 00:00 |
 | Boots of Speed | 264 | 100.00% | 80.6 | 53.03% | +53.03% | +6.06% | -9.09% | -9.18% | 03:20 | -01:29 | 02:15 | 03:04 | 03:54 | 09:27 | 01:39 | 01:13 |
 | Power Treads | 111 | 42.05% | 79.6 | 56.76% | +6.43% | +11.10% | -10.33% | -14.95% | 06:29 | 03:40 | 04:58 | 05:43 | 06:24 | 14:53 | 01:26 | 01:03 |
 | Radiance | 221 | 83.71% | 78.5 | 53.39% | +2.23% | +13.88% | -22.48% | -18.81% | 13:20 | 09:28 | 12:17 | 13:06 | 14:13 | 18:29 | 01:56 | 01:25 |
 | Heart of Tarrasque | 16 | 6.06% | 77.4 | 75.00% | +23.39% | 0.00% | 0.00% | 0.00% | 24:05 | 17:38 | 21:05 | 22:44 | 26:07 | 35:26 | 05:02 | 03:43 |
 | Black King Bar | 212 | 80.30% | 76.3 | 52.36% | -3.41% | +19.34% | -14.62% | -9.26% | 19:55 | 14:34 | 17:09 | 18:27 | 20:49 | 60:57 | 03:40 | 02:42 |
 | Manta Style | 22 | 8.33% | 75.3 | 68.18% | +16.53% | +31.82% | -48.18% | -17.33% | 21:58 | 15:12 | 18:36 | 19:37 | 23:13 | 43:40 | 04:37 | 03:25 |
 | Magic Stick | 193 | 73.11% | 74.2 | 50.26% | -10.30% | +10.16% | -2.34% | -12.50% | 00:09 | -01:30 | -01:29 | -01:29 | -01:26 | 22:30 | 00:03 | 00:02 |
 | Magic Wand | 155 | 58.71% | 73.1 | 50.97% | -4.99% | +8.00% | -2.25% | -1.57% | 04:54 | -01:29 | 01:00 | 03:41 | 07:31 | 22:49 | 06:31 | 04:49 |
 | Sange and Yasha | 19 | 7.20% | 72.0 | 68.42% | +16.58% | -8.42% | +11.58% | 3.35% | 19:39 | 13:19 | 16:07 | 17:26 | 22:05 | 38:59 | 05:58 | 04:25 |
 | Soul Ring | 91 | 34.47% | 71.0 | 52.75% | -0.43% | +16.82% | -13.62% | -13.05% | 07:02 | 02:11 | 05:44 | 06:49 | 08:04 | 19:57 | 02:20 | 01:43 |
 | Chainmail | 132 | 50.00% | 69.9 | 49.24% | -7.58% | +5.31% | +5.31% | 0.00% | 06:26 | 00:17 | 03:44 | 05:13 | 06:49 | 25:30 | 03:05 | 02:17 |
 | Phase Boots | 117 | 44.32% | 68.8 | 49.57% | -6.21% | +12.50% | -1.29% | -7.32% | 06:45 | 03:18 | 05:14 | 06:12 | 07:07 | 18:54 | 01:53 | 01:23 |
 | Javelin | 28 | 10.61% | 67.7 | 60.71% | +8.59% | -3.57% | +10.72% | 1.62% | 32:23 | 16:50 | 27:04 | 30:47 | 35:54 | 56:24 | 08:50 | 06:32 |
 | Solar Crest | 19 | 7.20% | 66.7 | 63.16% | +10.92% | +16.84% | -3.16% | -2.60% | 18:24 | 11:16 | 14:26 | 18:02 | 22:07 | 27:56 | 07:41 | 05:41 |
 | Medallion of Courage | 19 | 7.20% | 65.6 | 63.16% | +10.92% | +16.84% | -3.16% | -4.63% | 13:59 | 09:20 | 10:57 | 11:21 | 15:16 | 25:30 | 04:19 | 03:11 |
 | Blight Stone | 19 | 7.20% | 64.5 | 63.16% | +10.92% | +16.84% | -3.16% | -4.84% | 13:40 | 08:48 | 10:41 | 11:10 | 14:49 | 25:30 | 04:08 | 03:03 |
 | Sange | 32 | 12.12% | 63.4 | 56.25% | +3.66% | +6.25% | -6.25% | -1.41% | 21:09 | 13:19 | 16:03 | 18:03 | 24:56 | 38:59 | 08:53 | 06:34 |
 | Monkey King Bar | 13 | 4.92% | 62.4 | 69.23% | +17.04% | +30.77% | -2.56% | 0.00% | 36:38 | 27:31 | 32:33 | 33:58 | 42:30 | 46:21 | 09:57 | 07:22 |
 | Helm of Iron Will | 47 | 17.80% | 61.3 | 51.06% | -2.40% | -17.73% | -1.06% | 0.86% | 25:24 | 05:49 | 12:43 | 26:43 | 32:10 | 51:31 | 19:27 | 14:24 |
 | Crown | 20 | 7.58% | 60.2 | 60.00% | +7.54% | -20.00% | 0.00% | 1.85% | 15:02 | 02:40 | 08:41 | 14:33 | 19:31 | 25:30 | 10:50 | 08:01 |
 | Morbid Mask | 4 | 1.52% | 59.1 | 100.00% | +47.69% | 0.00% | 0.00% | 0.00% | 31:03 | 22:34 | 22:34 | 24:01 | 38:10 | 39:26 | 15:36 | 11:33 |
 | Cornucopia | 14 | 5.30% | 58.1 | 64.29% | +11.89% | +10.71% | +2.38% | -0.53% | 32:03 | 14:38 | 22:04 | 23:18 | 37:49 | 59:19 | 15:45 | 11:40 |
 | Eye of Skadi | 14 | 5.30% | 57.0 | 64.29% | +11.89% | +35.71% | -30.96% | -9.50% | 33:26 | 22:35 | 30:27 | 31:40 | 37:28 | 47:55 | 07:01 | 05:11 |
 | Mjollnir | 12 | 4.55% | 55.9 | 66.67% | +14.29% | 0.00% | -33.34% | 0.00% | 32:10 | 20:30 | 27:36 | 30:50 | 32:45 | 56:40 | 05:09 | 03:48 |
 | Crimson Guard | 6 | 2.27% | 54.8 | 83.33% | +31.00% | -33.33% | +16.67% | 0.00% | 18:37 | 12:44 | 14:13 | 19:26 | 21:51 | 23:47 | 07:38 | 05:39 |
 | Nullifier | 30 | 11.36% | 53.8 | 50.00% | -3.42% | -12.50% | -21.43% | -0.84% | 34:06 | 22:48 | 28:21 | 31:50 | 39:01 | 52:08 | 10:40 | 07:54 |
 | Bracer | 23 | 8.71% | 52.7 | 52.17% | -0.94% | -2.17% | -2.17% | 0.00% | 01:35 | -01:29 | 01:16 | 01:47 | 02:31 | 04:27 | 01:15 | 00:55 |
 | Arcane Boots | 11 | 4.17% | 51.6 | 63.64% | +11.07% | +3.03% | -30.31% | 0.00% | 08:08 | 04:11 | 07:06 | 07:46 | 09:36 | 11:53 | 02:30 | 01:51 |
 | Void Stone | 21 | 7.95% | 50.5 | 52.38% | -0.71% | -12.38% | -12.38% | 0.00% | 26:03 | 01:53 | 19:28 | 23:46 | 37:33 | 51:36 | 18:05 | 13:23 |
 | Butterfly | 9 | 3.41% | 49.5 | 66.67% | +14.12% | -16.67% | +33.33% | 0.00% | 29:03 | 23:46 | 24:57 | 29:33 | 32:13 | 36:31 | 07:16 | 05:22 |
 | Satanic | 3 | 1.14% | 48.4 | 100.00% | +47.51% | 0.00% | 0.00% | 0.00% | 34:22 | 24:53 | 24:53 | 38:34 | 39:39 | 39:39 | 14:46 | 10:56 |
 | Divine Rapier | 3 | 1.14% | 47.3 | 100.00% | +47.51% | 0.00% | 0.00% | 0.00% | 34:08 | 24:35 | 24:35 | 37:01 | 40:49 | 40:49 | 16:14 | 12:01 |
 | Spirit Vessel | 3 | 1.14% | 46.2 | 100.00% | +47.51% | 0.00% | 0.00% | 0.00% | 10:34 | 09:10 | 09:10 | 10:51 | 11:40 | 11:40 | 02:30 | 01:51 |
 | Bottle | 23 | 8.71% | 45.2 | 47.83% | -5.70% | +18.84% | -14.50% | -33.34% | 01:32 | 00:59 | 01:20 | 01:30 | 01:33 | 02:50 | 00:13 | 00:09 |
 | Maelstrom | 15 | 5.68% | 44.1 | 53.33% | +0.32% | -3.33% | -28.33% | -6.47% | 30:11 | 16:50 | 26:33 | 28:46 | 30:25 | 56:24 | 03:52 | 02:51 |
 | Boots of Travel | 15 | 5.68% | 43.0 | 53.33% | +0.32% | +21.67% | -3.33% | -2.42% | 33:17 | 15:41 | 27:36 | 34:09 | 37:57 | 42:57 | 10:21 | 07:40 |
 | Headdress | 11 | 4.17% | 41.9 | 54.55% | +1.59% | -21.22% | -21.22% | 0.00% | 13:38 | 08:06 | 11:23 | 13:47 | 14:40 | 18:11 | 03:17 | 02:25 |
 | Pipe of Insight | 11 | 4.17% | 40.9 | 54.55% | +1.59% | +12.12% | +12.12% | 0.00% | 17:50 | 12:49 | 16:00 | 18:05 | 19:06 | 25:26 | 03:06 | 02:17 |
 | Heaven's Halberd | 11 | 4.17% | 39.8 | 54.55% | +1.59% | +45.45% | +12.12% | 0.00% | 25:10 | 15:34 | 19:28 | 25:17 | 30:40 | 37:10 | 11:12 | 08:17 |
 | Orchid Malevolence | 14 | 5.30% | 38.7 | 50.00% | -3.20% | -25.00% | +16.67% | 5.16% | 27:20 | 14:38 | 21:48 | 23:17 | 29:53 | 1:04:10 | 08:05 | 05:59 |
 | Mage Slayer | 14 | 5.30% | 37.6 | 50.00% | -3.20% | -25.00% | +16.67% | 4.00% | 32:42 | 21:38 | 26:44 | 28:26 | 37:09 | 1:05:01 | 10:25 | 07:42 |
 | Scythe of Vyse | 6 | 2.27% | 36.6 | 66.67% | +13.96% | +33.33% | -66.67% | 0.00% | 40:36 | 27:12 | 35:41 | 37:33 | 48:21 | 48:58 | 12:40 | 09:22 |
 | Bloodthorn | 12 | 4.55% | 35.5 | 50.00% | -3.17% | +16.67% | +16.67% | 0.00% | 33:53 | 26:40 | 27:37 | 29:52 | 33:17 | 1:05:56 | 05:40 | 04:11 |
 | Urn of Shadows | 4 | 1.52% | 34.4 | 75.00% | +22.31% | +25.00% | +25.00% | 0.00% | 04:27 | 02:11 | 02:11 | 02:20 | 03:07 | 10:10 | 00:56 | 00:41 |
 | Refresher Orb | 4 | 1.52% | 33.3 | 75.00% | +22.31% | +25.00% | -75.00% | 0.00% | 51:38 | 41:50 | 41:50 | 51:58 | 54:30 | 58:13 | 12:40 | 09:22 |
 | Lotus Orb | 2 | 0.76% | 32.3 | 100.00% | +47.33% | 0.00% | 0.00% | 0.00% | 22:51 | 21:22 | 21:22 | 24:19 | 24:19 | 24:19 | 02:57 | 02:11 |
 | Silver Edge | 12 | 4.55% | 31.2 | 41.67% | -11.90% | -8.34% | -8.34% | 0.00% | 33:13 | 24:34 | 27:29 | 30:22 | 31:39 | 1:02:08 | 04:10 | 03:05 |
 | Crystalys | 13 | 4.92% | 30.1 | 38.46% | -15.32% | -5.13% | -5.13% | 0.00% | 32:28 | 23:39 | 25:35 | 29:44 | 31:39 | 1:02:08 | 06:04 | 04:29 |
 | Shadow Blade | 15 | 5.68% | 29.0 | 33.33% | -20.89% | +16.67% | -8.33% | -6.25% | 30:37 | 21:48 | 24:33 | 27:55 | 28:33 | 1:02:07 | 04:00 | 02:57 |
 | Force Staff | 3 | 1.14% | 28.0 | 66.67% | +13.80% | +33.33% | 0.00% | 0.00% | 32:27 | 28:23 | 28:23 | 33:58 | 34:59 | 34:59 | 06:36 | 04:53 |
 | Fluffy Hat | 3 | 1.14% | 26.9 | 66.67% | +13.80% | +33.33% | 0.00% | 0.00% | 29:01 | 19:47 | 19:47 | 32:16 | 34:59 | 34:59 | 15:12 | 11:15 |
 | Linken's Sphere | 3 | 1.14% | 25.8 | 66.67% | +13.80% | +33.33% | 0.00% | 0.00% | 39:13 | 28:35 | 28:35 | 39:23 | 49:41 | 49:41 | 21:06 | 15:37 |
 | Armlet of Mordiggian | 12 | 4.55% | 24.7 | 33.33% | -20.64% | 0.00% | 0.00% | 0.00% | 11:58 | 10:04 | 10:53 | 11:21 | 12:32 | 16:22 | 01:39 | 01:13 |
 | Guardian Greaves | 4 | 1.52% | 23.7 | 50.00% | -3.08% | -50.00% | +50.00% | 0.00% | 23:56 | 12:51 | 12:51 | 25:13 | 28:42 | 28:58 | 15:51 | 11:44 |
 | Octarine Core | 4 | 1.52% | 22.6 | 50.00% | -3.08% | +50.00% | -50.00% | 0.00% | 31:21 | 26:17 | 26:17 | 29:16 | 31:31 | 38:20 | 05:14 | 03:52 |
 | Mekansm | 4 | 1.52% | 21.5 | 50.00% | -3.08% | -50.00% | -50.00% | 0.00% | 17:58 | 08:16 | 08:16 | 16:45 | 22:26 | 24:24 | 14:10 | 10:29 |
 | Tranquil Boots | 4 | 1.52% | 20.4 | 50.00% | -3.08% | +50.00% | -50.00% | 0.00% | 11:36 | 05:52 | 05:52 | 06:26 | 07:39 | 26:27 | 01:47 | 01:19 |
 | Diadem | 1 | 0.38% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 00:00 | 00:00 |
 | Disperser | 1 | 0.38% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.38% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.38% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 35:24 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.38% | 15.1 | 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 |
 | Pavise | 1 | 0.38% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.38% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.38% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 00:00 | 00:00 |
 | Kaya | 1 | 0.38% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.38% | 9.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.38% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.38% | 7.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 00:00 | 00:00 |
 | Drum of Endurance | 2 | 0.76% | 6.5 | 50.00% | -3.05% | -50.00% | 0.00% | 0.00% | 28:37 | 23:24 | 23:24 | 33:50 | 33:50 | 33:50 | 10:26 | 07:43 |
 | Ghost Scepter | 2 | 0.76% | 5.4 | 50.00% | -3.05% | +50.00% | 0.00% | 0.00% | 32:30 | 30:43 | 30:43 | 34:16 | 34:16 | 34:16 | 03:33 | 02:37 |
 | Meteor Hammer | 4 | 1.52% | 4.3 | 25.00% | -28.46% | +75.00% | -25.00% | 0.00% | 06:32 | 04:16 | 04:16 | 04:51 | 07:40 | 09:21 | 03:24 | 02:31 |
 | Wraith Band | 1 | 0.38% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.38% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.38% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 |