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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 | 18 | 6.14% | 100.0 | 94.44% | +43.53% | -14.44% | +5.56% | 1.53% | 36:19 | 24:12 | 29:47 | 31:21 | 42:52 | 1:06:41 | 13:05 | 09:41 |
 | Ring of Health | 61 | 20.82% | 98.5 | 73.77% | +25.49% | -0.44% | +6.23% | 0.87% | 20:47 | 09:44 | 15:21 | 18:35 | 23:00 | 49:44 | 07:39 | 05:40 |
 | Headdress | 81 | 27.65% | 97.0 | 71.60% | +24.90% | +3.40% | +3.40% | 0.00% | 20:34 | 01:05 | 14:34 | 19:46 | 26:13 | 40:37 | 11:39 | 08:37 |
 | Arcane Boots | 20 | 6.83% | 95.5 | 85.00% | +33.72% | -25.00% | +15.00% | 2.36% | 21:30 | 04:28 | 12:14 | 19:37 | 29:13 | 39:27 | 16:59 | 12:34 |
 | Aghanim's Shard | 32 | 10.92% | 94.0 | 78.13% | +27.56% | -3.13% | -3.13% | 0.00% | 34:03 | 20:38 | 29:35 | 31:26 | 38:30 | 58:56 | 08:55 | 06:36 |
 | Holy Locket | 60 | 20.48% | 92.5 | 71.67% | +22.74% | +8.33% | +1.66% | -0.56% | 24:29 | 13:26 | 18:04 | 22:27 | 30:04 | 42:41 | 12:00 | 08:53 |
 | Lotus Orb | 12 | 4.10% | 91.0 | 91.67% | +39.71% | -25.00% | +8.33% | 4.83% | 33:30 | 26:41 | 29:50 | 31:04 | 36:44 | 43:17 | 06:54 | 05:06 |
 | Hood of Defiance | 45 | 15.36% | 89.6 | 73.33% | +23.33% | +8.49% | -0.60% | -1.27% | 19:23 | 09:44 | 15:09 | 18:13 | 22:19 | 49:59 | 07:10 | 05:18 |
 | Chainmail | 169 | 57.68% | 88.1 | 59.76% | +14.60% | -5.00% | +9.29% | 1.34% | 13:30 | 02:12 | 07:16 | 11:55 | 17:57 | 40:51 | 10:41 | 07:54 |
 | Crown | 123 | 41.98% | 86.6 | 60.16% | +11.34% | -2.10% | +10.81% | 1.42% | 17:17 | 06:09 | 12:21 | 16:09 | 21:25 | 36:11 | 09:04 | 06:42 |
 | Medallion of Courage | 158 | 53.92% | 85.1 | 58.86% | +11.45% | -6.36% | +18.06% | 2.27% | 14:21 | 02:56 | 08:19 | 12:54 | 19:05 | 40:51 | 10:46 | 07:58 |
 | Solar Crest | 128 | 43.69% | 83.6 | 59.38% | +10.29% | +3.12% | +9.37% | 0.74% | 21:29 | 09:48 | 16:48 | 20:47 | 25:13 | 44:38 | 08:25 | 06:14 |
 | Wind Lace | 180 | 61.43% | 82.1 | 57.78% | +10.88% | 0.00% | +4.44% | 0.36% | 15:17 | -01:29 | 08:26 | 13:36 | 20:36 | 47:22 | 12:10 | 09:00 |
 | Drum of Endurance | 28 | 9.56% | 80.6 | 71.43% | +19.73% | -14.29% | +14.28% | 3.21% | 23:27 | 12:49 | 17:38 | 22:30 | 26:32 | 42:02 | 08:54 | 06:35 |
 | Ring of Basilius | 23 | 7.85% | 79.1 | 73.91% | +22.06% | -23.91% | +9.42% | 1.27% | 17:03 | 02:33 | 04:07 | 09:33 | 30:16 | 52:14 | 26:09 | 19:22 |
 | Blight Stone | 196 | 66.89% | 77.6 | 56.63% | +9.21% | -9.69% | +12.76% | 2.15% | 05:26 | -01:30 | -01:29 | -01:29 | 11:55 | 40:51 | 13:24 | 09:55 |
 | Magic Wand | 255 | 87.03% | 76.1 | 54.90% | +10.16% | +9.16% | -8.02% | -3.80% | 09:54 | 01:17 | 06:54 | 09:02 | 11:25 | 33:50 | 04:31 | 03:20 |
 | Boots of Speed | 268 | 91.47% | 74.6 | 54.48% | +10.48% | -5.23% | +5.22% | 2.59% | 07:39 | -01:29 | 04:45 | 06:33 | 08:47 | 40:23 | 04:02 | 02:59 |
 | Magic Stick | 283 | 96.59% | 73.1 | 54.06% | +14.06% | +5.09% | -8.99% | -2.30% | 05:44 | -01:29 | 02:24 | 05:00 | 08:31 | 24:17 | 06:07 | 04:31 |
 | Fluffy Hat | 183 | 62.46% | 71.6 | 54.10% | +1.37% | +4.60% | +2.42% | -0.15% | 14:50 | -01:29 | 07:34 | 12:35 | 22:06 | 46:41 | 14:32 | 10:45 |
 | Pipe of Insight | 14 | 4.78% | 70.1 | 78.57% | +26.24% | -3.57% | +21.43% | 2.87% | 25:08 | 17:08 | 21:05 | 24:01 | 29:48 | 36:20 | 08:43 | 06:27 |
 | Power Treads | 144 | 49.15% | 68.7 | 54.86% | +2.51% | +0.70% | -2.08% | -0.31% | 17:11 | 05:54 | 11:50 | 14:37 | 20:51 | 39:36 | 09:01 | 06:40 |
 | Glimmer Cape | 86 | 29.35% | 67.2 | 55.81% | +3.15% | +12.37% | -3.43% | -1.56% | 25:04 | 14:06 | 19:23 | 23:39 | 29:29 | 40:45 | 10:06 | 07:28 |
 | Dragon Lance | 64 | 21.84% | 65.7 | 57.81% | +5.41% | +23.44% | -1.56% | -2.16% | 24:14 | 09:40 | 18:02 | 22:01 | 29:35 | 44:20 | 11:33 | 08:33 |
 | Force Staff | 117 | 39.93% | 64.2 | 51.28% | -3.83% | -6.45% | +3.89% | 1.26% | 28:43 | 15:30 | 23:59 | 27:52 | 32:13 | 1:18:17 | 08:14 | 06:05 |
 | Hurricane Pike | 33 | 11.26% | 62.7 | 60.61% | +7.92% | +26.89% | +1.89% | -3.15% | 33:17 | 22:57 | 27:07 | 30:34 | 35:03 | 1:18:25 | 07:56 | 05:52 |
 | Ring of Protection | 29 | 9.90% | 61.2 | 58.62% | +5.59% | -15.76% | -1.48% | 0.48% | 17:37 | -01:29 | 03:18 | 10:52 | 33:09 | 52:10 | 29:51 | 22:06 |
 | Vladmir's Offering | 7 | 2.39% | 59.7 | 85.71% | +32.91% | +14.29% | +14.29% | 0.00% | 41:04 | 30:16 | 33:10 | 40:53 | 44:42 | 53:37 | 11:32 | 08:32 |
 | Morbid Mask | 7 | 2.39% | 58.2 | 85.71% | +32.91% | +14.29% | +14.29% | 0.00% | 40:36 | 30:16 | 33:10 | 40:07 | 44:15 | 52:10 | 11:05 | 08:12 |
 | Urn of Shadows | 9 | 3.07% | 56.7 | 77.78% | +24.96% | +22.22% | -27.78% | 0.00% | 12:36 | 05:00 | 06:01 | 08:24 | 10:29 | 42:10 | 04:28 | 03:18 |
 | Helm of Iron Will | 9 | 3.07% | 55.2 | 77.78% | +24.96% | -27.78% | -27.78% | 0.00% | 27:47 | 19:46 | 20:49 | 25:18 | 26:15 | 48:06 | 05:26 | 04:01 |
 | Mekansm | 15 | 5.12% | 53.7 | 66.67% | +13.79% | +33.33% | +8.33% | -2.20% | 20:22 | 09:54 | 14:07 | 20:13 | 25:29 | 27:45 | 11:22 | 08:25 |
 | Crimson Guard | 4 | 1.37% | 52.2 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 26:22 | 25:39 | 25:39 | 25:42 | 26:38 | 27:30 | 00:59 | 00:43 |
 | Buckler | 16 | 5.46% | 50.7 | 62.50% | +9.43% | -37.50% | +12.50% | 2.15% | 27:39 | -01:29 | 16:20 | 30:16 | 39:33 | 52:11 | 23:13 | 17:11 |
 | Ghost Scepter | 18 | 6.14% | 49.3 | 55.56% | +2.11% | +4.44% | +19.44% | 1.76% | 30:09 | 18:08 | 24:57 | 27:55 | 33:29 | 49:17 | 08:32 | 06:19 |
 | Vanguard | 9 | 3.07% | 47.8 | 66.67% | +13.50% | -16.67% | -16.67% | 0.00% | 18:49 | 14:04 | 14:47 | 19:32 | 22:02 | 22:52 | 07:15 | 05:22 |
 | Scythe of Vyse | 3 | 1.02% | 46.3 | 100.00% | +46.90% | 0.00% | 0.00% | 0.00% | 52:13 | 38:37 | 38:37 | 51:16 | 1:06:47 | 1:06:47 | 28:10 | 20:51 |
 | Aeon Disk | 3 | 1.02% | 44.8 | 100.00% | +46.90% | 0.00% | 0.00% | 0.00% | 45:13 | 39:21 | 39:21 | 42:29 | 53:49 | 53:49 | 14:28 | 10:42 |
 | Bracer | 5 | 1.71% | 43.3 | 80.00% | +26.87% | -80.00% | +20.00% | 0.00% | 13:14 | 04:31 | 04:31 | 11:31 | 18:04 | 24:50 | 13:33 | 10:02 |
 | Javelin | 5 | 1.71% | 41.8 | 80.00% | +26.87% | +20.00% | +20.00% | 0.00% | 37:48 | 27:52 | 27:52 | 36:29 | 41:19 | 53:35 | 13:27 | 09:57 |
 | Witch Blade | 4 | 1.37% | 40.3 | 75.00% | +21.71% | +25.00% | +25.00% | 0.00% | 31:58 | 20:29 | 20:29 | 28:58 | 35:22 | 43:03 | 14:53 | 11:01 |
 | Sange | 4 | 1.37% | 38.8 | 75.00% | +21.71% | +25.00% | -75.00% | 0.00% | 29:57 | 24:02 | 24:02 | 28:43 | 32:17 | 34:46 | 08:15 | 06:06 |
 | Aghanim's Scepter | 4 | 1.37% | 37.3 | 75.00% | +21.71% | +25.00% | -75.00% | 0.00% | 36:08 | 23:47 | 23:47 | 34:47 | 36:09 | 49:49 | 12:22 | 09:09 |
 | Guardian Greaves | 2 | 0.68% | 35.8 | 100.00% | +46.74% | 0.00% | 0.00% | 0.00% | 31:54 | 29:25 | 29:25 | 34:22 | 34:22 | 34:22 | 04:57 | 03:40 |
 | Null Talisman | 2 | 0.68% | 34.3 | 100.00% | +46.74% | 0.00% | 0.00% | 0.00% | 02:27 | 02:24 | 02:24 | 02:29 | 02:29 | 02:29 | 00:05 | 00:03 |
 | Eul's Scepter of Divinity | 2 | 0.68% | 32.8 | 100.00% | +46.74% | 0.00% | 0.00% | 0.00% | 38:19 | 28:42 | 28:42 | 47:55 | 47:55 | 47:55 | 19:13 | 14:14 |
 | Black King Bar | 2 | 0.68% | 31.3 | 100.00% | +46.74% | 0.00% | 0.00% | 0.00% | 39:24 | 30:31 | 30:31 | 48:17 | 48:17 | 48:17 | 17:46 | 13:09 |
 | Quelling Blade | 11 | 3.75% | 29.9 | 45.45% | -8.45% | -12.12% | -12.12% | 0.00% | 15:57 | -01:29 | 07:44 | 11:00 | 22:07 | 44:49 | 14:23 | 10:39 |
 | Tranquil Boots | 20 | 6.83% | 28.4 | 35.00% | -19.95% | +25.00% | -15.00% | -8.19% | 14:15 | 05:35 | 09:29 | 12:02 | 14:22 | 32:18 | 04:53 | 03:37 |
 | Monkey King Bar | 3 | 1.02% | 26.9 | 66.67% | +13.22% | +33.33% | 0.00% | 0.00% | 40:51 | 38:02 | 38:02 | 42:09 | 42:21 | 42:21 | 04:19 | 03:11 |
 | Swift Blink | 1 | 0.34% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:21 | 60:21 | 60:21 | 60:21 | 60:21 | 60:21 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.34% | 23.9 | 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 |
 | Blink Dagger | 1 | 0.34% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.34% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:59 | 57:59 | 57:59 | 57:59 | 57:59 | 57:59 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.34% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.34% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.34% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.34% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:38 | 1:04:38 | 1:04:38 | 1:04:38 | 1:04:38 | 1:04:38 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.34% | 13.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.34% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 0.34% | 10.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Nullifier | 2 | 0.68% | 9.0 | 50.00% | -3.61% | -50.00% | 0.00% | 0.00% | 42:20 | 36:20 | 36:20 | 48:20 | 48:20 | 48:20 | 12:00 | 08:53 |
 | Hand of Midas | 2 | 0.68% | 7.5 | 50.00% | -3.61% | +50.00% | 0.00% | 0.00% | 15:28 | 13:43 | 13:43 | 17:12 | 17:12 | 17:12 | 03:29 | 02:34 |
 | Spirit Vessel | 1 | 0.34% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 0.34% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Falcon Blade | 3 | 1.02% | 3.0 | 0.00% | -54.14% | 0.00% | 0.00% | 0.00% | 10:56 | 10:12 | 10:12 | 10:40 | 11:57 | 11:57 | 01:45 | 01:17 |
 | Bottle | 1 | 0.34% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |