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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 | |
 | Blink Dagger | 18 | 3.16% | 100.0 | 88.89% | +37.62% | +11.11% | -13.89% | 0.00% | 38:28 | 23:15 | 34:57 | 37:51 | 44:19 | 54:57 | 09:22 | 06:56 |
 | Bloodthorn | 14 | 2.46% | 98.9 | 92.86% | +41.42% | +7.14% | +7.14% | 0.00% | 41:46 | 27:26 | 33:18 | 39:52 | 48:07 | 1:03:47 | 14:49 | 10:58 |
 | Satanic | 163 | 28.60% | 97.8 | 67.48% | +21.04% | +3.25% | -8.94% | -1.59% | 34:48 | 25:03 | 30:09 | 33:54 | 37:48 | 57:21 | 07:39 | 05:40 |
 | Morbid Mask | 185 | 32.46% | 96.8 | 65.41% | +19.18% | +8.50% | -11.06% | -2.53% | 32:08 | 11:24 | 27:53 | 31:24 | 35:37 | 57:21 | 07:44 | 05:43 |
 | Assault Cuirass | 207 | 36.32% | 95.7 | 62.80% | +16.24% | +0.66% | -5.11% | -0.82% | 31:46 | 20:36 | 27:47 | 31:04 | 34:48 | 51:21 | 07:01 | 05:11 |
 | Buckler | 217 | 38.07% | 94.6 | 62.21% | +15.75% | +0.75% | -10.36% | -1.47% | 30:16 | 17:29 | 25:57 | 29:17 | 33:30 | 51:03 | 07:33 | 05:35 |
 | Mage Slayer | 15 | 2.63% | 93.5 | 86.67% | +35.14% | -11.67% | +13.33% | 0.00% | 37:44 | 21:24 | 25:31 | 35:04 | 46:48 | 1:03:30 | 21:17 | 15:45 |
 | Ring of Protection | 231 | 40.53% | 92.5 | 60.61% | +13.71% | -1.99% | -7.16% | -0.64% | 28:50 | -01:29 | 25:16 | 28:46 | 33:21 | 51:03 | 08:05 | 05:59 |
 | Rod of Atos | 362 | 63.51% | 91.4 | 58.84% | +17.49% | +10.39% | -12.17% | -2.98% | 20:33 | 10:51 | 16:11 | 18:36 | 23:45 | 48:16 | 07:34 | 05:36 |
 | Gleipnir | 347 | 60.88% | 90.3 | 58.50% | +15.45% | +9.32% | -10.22% | -2.62% | 21:26 | 13:50 | 16:56 | 19:30 | 24:24 | 48:20 | 07:28 | 05:31 |
 | Crown | 401 | 70.35% | 89.2 | 57.36% | +16.53% | +8.64% | -4.36% | -1.35% | 17:24 | -01:29 | 12:15 | 15:33 | 21:52 | 48:16 | 09:37 | 07:07 |
 | Aghanim's Shard | 95 | 16.67% | 88.2 | 63.16% | +12.84% | +11.84% | -13.16% | -1.36% | 30:01 | 15:04 | 18:54 | 25:49 | 37:17 | 1:04:11 | 18:23 | 13:37 |
 | Eye of Skadi | 49 | 8.60% | 87.1 | 67.35% | +16.29% | -0.68% | -9.02% | -0.93% | 32:48 | 23:37 | 28:04 | 32:04 | 37:02 | 47:25 | 08:58 | 06:38 |
 | Magic Stick | 362 | 63.51% | 86.0 | 55.80% | +9.17% | +5.74% | -0.24% | -1.13% | 04:24 | -01:30 | 01:02 | 02:44 | 06:20 | 25:47 | 05:18 | 03:55 |
 | Void Stone | 114 | 20.00% | 84.9 | 60.53% | +10.09% | -1.91% | +3.76% | 0.43% | 34:57 | 09:33 | 28:56 | 34:54 | 42:15 | 1:08:50 | 13:19 | 09:51 |
 | Magic Wand | 403 | 70.70% | 83.9 | 55.09% | +8.98% | +5.31% | -4.59% | -1.58% | 05:55 | -01:30 | 02:06 | 05:05 | 08:22 | 26:58 | 06:16 | 04:38 |
 | Blight Stone | 409 | 71.75% | 82.8 | 54.28% | +6.45% | -6.24% | +5.52% | 0.00% | -00:31 | -01:30 | -01:29 | -01:29 | -01:29 | 36:25 | 00:00 | 00:00 |
 | Black King Bar | 444 | 77.89% | 81.7 | 53.83% | +6.21% | +3.83% | -2.48% | -1.21% | 23:08 | 15:35 | 19:40 | 21:56 | 24:54 | 1:04:09 | 05:14 | 03:52 |
 | Maelstrom | 455 | 79.82% | 80.6 | 53.63% | +5.80% | +5.14% | -8.89% | -3.06% | 15:11 | 07:43 | 11:48 | 13:22 | 16:23 | 57:38 | 04:35 | 03:23 |
 | Aghanim's Blessing | 28 | 4.91% | 79.6 | 71.43% | +19.95% | +14.28% | -14.29% | -2.99% | 52:48 | 39:24 | 46:21 | 50:28 | 55:54 | 1:11:31 | 09:33 | 07:04 |
 | Boots of Speed | 550 | 96.49% | 78.5 | 52.91% | +12.91% | -1.46% | -2.55% | -0.57% | 04:28 | -01:30 | 03:05 | 04:01 | 04:59 | 28:46 | 01:54 | 01:24 |
 | Javelin | 462 | 81.05% | 77.4 | 53.03% | +3.03% | +1.28% | -7.81% | -1.36% | 13:16 | 03:20 | 08:49 | 11:10 | 15:30 | 1:02:51 | 06:41 | 04:57 |
 | Power Treads | 529 | 92.81% | 76.3 | 52.55% | +1.33% | -3.31% | -0.28% | 1.89% | 06:22 | 03:15 | 05:10 | 05:48 | 06:46 | 32:20 | 01:36 | 01:11 |
 | Ring of Health | 56 | 9.82% | 75.3 | 62.50% | +11.14% | +16.07% | -12.50% | -1.81% | 36:17 | 09:34 | 27:51 | 34:38 | 43:37 | 1:15:06 | 15:46 | 11:40 |
 | Headdress | 15 | 2.63% | 74.2 | 80.00% | +28.29% | -5.00% | -30.00% | 0.00% | 17:08 | 07:09 | 11:11 | 16:03 | 22:21 | 25:46 | 11:10 | 08:16 |
 | Wind Lace | 49 | 8.60% | 73.1 | 63.27% | +11.83% | -4.94% | +11.73% | 2.67% | 12:03 | -01:29 | 07:07 | 10:48 | 13:21 | 54:34 | 06:14 | 04:37 |
 | Linken's Sphere | 31 | 5.44% | 72.0 | 67.74% | +16.16% | +19.76% | -17.74% | -4.80% | 36:49 | 25:41 | 31:31 | 35:35 | 39:20 | 54:31 | 07:49 | 05:47 |
 | Aghanim's Scepter | 216 | 37.89% | 71.0 | 53.24% | +1.26% | +0.46% | +9.72% | 1.20% | 20:55 | 12:20 | 15:17 | 17:16 | 22:59 | 1:05:15 | 07:42 | 05:42 |
 | Crystalys | 220 | 38.60% | 69.9 | 52.27% | -0.30% | +2.28% | +2.28% | 0.00% | 31:07 | 12:48 | 26:17 | 29:53 | 34:38 | 58:04 | 08:21 | 06:11 |
 | Shadow Blade | 143 | 25.09% | 68.8 | 53.85% | +1.86% | -3.85% | +4.48% | 0.96% | 30:34 | 17:38 | 25:35 | 29:13 | 34:13 | 59:11 | 08:38 | 06:23 |
 | Silver Edge | 132 | 23.16% | 67.7 | 53.79% | +1.74% | +6.82% | +0.76% | -0.70% | 32:36 | 17:48 | 27:35 | 31:39 | 36:14 | 59:16 | 08:39 | 06:24 |
 | Butterfly | 14 | 2.46% | 66.7 | 78.57% | +26.77% | -28.57% | +21.43% | 0.00% | 37:50 | 25:49 | 34:54 | 36:31 | 40:21 | 55:11 | 05:27 | 04:02 |
 | Daedalus | 70 | 12.28% | 65.6 | 57.14% | +5.34% | +3.97% | -10.08% | -1.74% | 35:21 | 23:11 | 30:55 | 34:20 | 38:59 | 50:58 | 08:04 | 05:58 |
 | Helm of Iron Will | 56 | 9.82% | 64.5 | 58.93% | +7.18% | -23.22% | -23.22% | 0.00% | 34:44 | 19:35 | 28:47 | 33:04 | 40:10 | 1:13:07 | 11:23 | 08:25 |
 | Hand of Midas | 148 | 25.96% | 63.4 | 52.03% | -0.58% | +4.73% | -14.19% | -12.21% | 10:49 | 07:08 | 09:22 | 10:02 | 10:55 | 60:00 | 01:33 | 01:08 |
 | Orchid Malevolence | 31 | 5.44% | 62.4 | 64.52% | +12.76% | -27.02% | +35.48% | 3.59% | 24:40 | 10:49 | 13:42 | 15:40 | 31:07 | 1:03:47 | 17:25 | 12:54 |
 | Solar Crest | 38 | 6.67% | 61.3 | 60.53% | +8.65% | +9.47% | +17.25% | 1.43% | 14:53 | 09:32 | 11:51 | 13:25 | 17:18 | 29:53 | 05:27 | 04:02 |
 | Moon Shard | 30 | 5.26% | 60.2 | 63.33% | +11.48% | +24.17% | +8.10% | -1.59% | 50:46 | 29:35 | 45:30 | 48:54 | 55:37 | 1:20:45 | 10:07 | 07:29 |
 | Nullifier | 47 | 8.25% | 59.1 | 57.45% | +5.44% | -15.78% | -15.78% | 0.00% | 36:33 | 22:02 | 30:14 | 35:49 | 42:23 | 1:13:07 | 12:09 | 09:00 |
 | Swift Blink | 8 | 1.40% | 58.1 | 87.50% | +35.54% | +12.50% | -37.50% | 0.00% | 45:41 | 37:45 | 44:09 | 45:34 | 47:23 | 52:04 | 03:14 | 02:23 |
 | Scythe of Vyse | 50 | 8.77% | 57.0 | 56.00% | +3.88% | -2.15% | +10.67% | 1.29% | 38:26 | 22:06 | 32:40 | 37:24 | 42:37 | 1:08:50 | 09:57 | 07:22 |
 | Wraith Band | 108 | 18.95% | 55.9 | 50.00% | -3.03% | +5.56% | -1.85% | -2.46% | 05:50 | -01:29 | 01:50 | 02:34 | 04:51 | 37:00 | 03:01 | 02:14 |
 | Medallion of Courage | 40 | 7.02% | 54.8 | 57.50% | +5.42% | -17.50% | +2.50% | 3.06% | 09:39 | 03:38 | 05:56 | 07:26 | 12:28 | 24:53 | 06:32 | 04:50 |
 | Drum of Endurance | 10 | 1.75% | 53.8 | 80.00% | +28.04% | -13.33% | +20.00% | 0.00% | 25:53 | 09:23 | 18:10 | 19:40 | 36:11 | 54:34 | 18:01 | 13:20 |
 | Pipe of Insight | 10 | 1.75% | 52.7 | 80.00% | +28.04% | +20.00% | -30.00% | 0.00% | 21:00 | 12:59 | 14:59 | 21:42 | 25:59 | 27:03 | 11:00 | 08:08 |
 | Desolator | 10 | 1.75% | 51.6 | 80.00% | +28.04% | -46.67% | +20.00% | 0.00% | 32:40 | 14:51 | 21:12 | 22:19 | 40:45 | 1:08:39 | 19:33 | 14:28 |
 | Refresher Orb | 20 | 3.51% | 50.5 | 65.00% | +13.00% | +15.00% | -5.00% | 0.00% | 53:46 | 39:05 | 47:46 | 50:28 | 57:17 | 1:15:51 | 09:31 | 07:02 |
 | Hurricane Pike | 67 | 11.75% | 49.5 | 50.75% | -1.93% | +25.72% | -3.69% | -2.57% | 31:19 | 19:19 | 25:16 | 29:43 | 36:43 | 54:49 | 11:27 | 08:28 |
 | Force Staff | 87 | 15.26% | 48.4 | 48.28% | -4.93% | +15.36% | -16.46% | -2.93% | 28:19 | 17:28 | 21:56 | 26:31 | 32:48 | 54:47 | 10:52 | 08:02 |
 | Mjollnir | 52 | 9.12% | 47.3 | 51.92% | -0.59% | +17.31% | -28.84% | -3.08% | 27:39 | 15:01 | 20:15 | 23:08 | 35:14 | 60:48 | 14:59 | 11:05 |
 | Heaven's Halberd | 21 | 3.68% | 46.2 | 61.90% | +9.81% | -1.90% | +18.10% | 0.00% | 27:54 | 18:16 | 23:04 | 27:19 | 30:23 | 43:50 | 07:19 | 05:25 |
 | Fluffy Hat | 97 | 17.02% | 45.2 | 45.36% | -8.55% | -7.86% | -12.03% | -0.38% | 25:38 | 05:31 | 19:24 | 24:19 | 30:22 | 54:47 | 10:58 | 08:07 |
 | Dragon Lance | 70 | 12.28% | 44.1 | 47.14% | -6.06% | +30.64% | -0.08% | -2.63% | 29:33 | 16:02 | 23:48 | 28:14 | 35:28 | 52:12 | 11:40 | 08:38 |
 | Chainmail | 77 | 13.51% | 43.0 | 44.16% | -9.59% | +8.47% | -2.05% | -0.97% | 13:11 | 01:32 | 06:20 | 11:02 | 17:14 | 45:15 | 10:54 | 08:04 |
 | Arcane Boots | 4 | 0.70% | 41.9 | 100.00% | +47.88% | 0.00% | 0.00% | 0.00% | 27:48 | 17:10 | 17:10 | 27:19 | 31:37 | 35:05 | 14:27 | 10:42 |
 | Manta Style | 6 | 1.05% | 40.9 | 83.33% | +31.20% | +16.67% | +16.67% | 0.00% | 27:43 | 19:52 | 20:17 | 24:35 | 34:41 | 37:51 | 14:24 | 10:40 |
 | Cornucopia | 6 | 1.05% | 39.8 | 83.33% | +31.20% | -33.33% | +16.67% | 0.00% | 33:28 | 06:46 | 13:18 | 15:23 | 53:14 | 1:10:36 | 39:56 | 29:34 |
 | Sange | 23 | 4.04% | 38.7 | 52.17% | -0.30% | -2.17% | -2.17% | 0.00% | 26:13 | 15:34 | 22:47 | 26:17 | 29:16 | 33:48 | 06:29 | 04:48 |
 | Hood of Defiance | 7 | 1.23% | 37.6 | 71.43% | +19.21% | +28.57% | -21.43% | 0.00% | 17:08 | 09:34 | 09:47 | 20:47 | 21:19 | 24:28 | 11:32 | 08:32 |
 | Quelling Blade | 20 | 3.51% | 36.6 | 45.00% | -7.73% | +15.00% | -5.00% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 03:54 | 00:00 | 00:00 |
 | Yasha | 6 | 1.05% | 35.5 | 66.67% | +14.37% | +33.33% | +33.33% | 0.00% | 23:49 | 16:19 | 16:51 | 22:57 | 28:42 | 31:18 | 11:51 | 08:46 |
 | Revenant's Brooch | 9 | 1.58% | 34.4 | 55.56% | +3.15% | +44.44% | -5.56% | 0.00% | 37:05 | 25:17 | 26:32 | 32:30 | 45:15 | 54:05 | 18:43 | 13:51 |
 | Mekansm | 4 | 0.70% | 33.3 | 75.00% | +22.70% | +25.00% | +25.00% | 0.00% | 17:09 | 13:57 | 13:57 | 14:21 | 19:26 | 20:52 | 05:29 | 04:03 |
 | Ring of Basilius | 7 | 1.23% | 32.3 | 57.14% | +4.74% | -57.14% | -7.14% | 0.00% | 23:33 | 16:47 | 19:49 | 24:16 | 25:59 | 28:09 | 06:10 | 04:34 |
 | Wraith Pact | 7 | 1.23% | 31.2 | 57.14% | +4.74% | -7.14% | -7.14% | 0.00% | 28:21 | 22:12 | 24:03 | 28:49 | 31:13 | 35:37 | 07:10 | 05:18 |
 | Vladmir's Offering | 7 | 1.23% | 30.1 | 57.14% | +4.74% | -57.14% | -7.14% | 0.00% | 24:48 | 19:32 | 21:38 | 24:24 | 26:18 | 30:11 | 04:40 | 03:27 |
 | Monkey King Bar | 22 | 3.86% | 29.0 | 36.36% | -16.74% | +13.64% | -16.36% | -4.58% | 38:55 | 26:38 | 34:46 | 36:59 | 41:19 | 1:02:51 | 06:33 | 04:51 |
 | Shiva's Guard | 2 | 0.35% | 28.0 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 39:45 | 26:44 | 26:44 | 52:45 | 52:45 | 52:45 | 26:01 | 19:16 |
 | Overwhelming Blink | 2 | 0.35% | 26.9 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 46:39 | 38:14 | 38:14 | 55:04 | 55:04 | 55:04 | 16:50 | 12:28 |
 | Guardian Greaves | 2 | 0.35% | 25.8 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 29:38 | 20:14 | 20:14 | 39:02 | 39:02 | 39:02 | 18:48 | 13:55 |
 | Octarine Core | 2 | 0.35% | 24.7 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 53:55 | 41:06 | 41:06 | 1:06:43 | 1:06:43 | 1:06:43 | 25:37 | 18:58 |
 | Diadem | 2 | 0.35% | 23.7 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 23:13 | 09:47 | 09:47 | 36:38 | 36:38 | 36:38 | 26:51 | 19:53 |
 | Dagon | 2 | 0.35% | 22.6 | 100.00% | +47.71% | 0.00% | 0.00% | 0.00% | 28:57 | 21:15 | 21:15 | 36:39 | 36:39 | 36:39 | 15:24 | 11:24 |
 | Witch Blade | 30 | 5.26% | 21.5 | 30.00% | -23.70% | +7.50% | -15.71% | -1.94% | 18:49 | 09:20 | 11:38 | 14:13 | 23:34 | 45:15 | 11:56 | 08:50 |
 | Glimmer Cape | 6 | 1.05% | 20.4 | 50.00% | -2.48% | -50.00% | +50.00% | 0.00% | 26:52 | 19:35 | 21:44 | 22:56 | 30:34 | 40:17 | 08:50 | 06:32 |
 | Aeon Disk | 3 | 0.53% | 19.4 | 66.67% | +14.29% | -66.67% | 0.00% | 0.00% | 39:28 | 34:07 | 34:07 | 36:08 | 48:10 | 48:10 | 14:03 | 10:24 |
 | Lotus Orb | 3 | 0.53% | 18.3 | 66.67% | +14.29% | +33.33% | 0.00% | 0.00% | 32:13 | 29:40 | 29:40 | 30:10 | 36:48 | 36:48 | 07:08 | 05:17 |
 | Urn of Shadows | 13 | 2.28% | 17.2 | 30.77% | -22.19% | +2.56% | +2.56% | 0.00% | 08:05 | 03:30 | 04:29 | 07:35 | 09:01 | 18:08 | 04:32 | 03:21 |
 | Phylactery | 1 | 0.18% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.18% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.18% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.18% | 12.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.18% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 00:00 | 00:00 |
 | Divine Rapier | 10 | 1.75% | 10.8 | 30.00% | -22.86% | +36.67% | -30.00% | 0.00% | 50:45 | 33:56 | 44:01 | 48:10 | 55:02 | 1:15:30 | 11:01 | 08:09 |
 | Spirit Vessel | 12 | 2.11% | 9.7 | 25.00% | -28.05% | +41.67% | +8.33% | 0.00% | 15:03 | 10:32 | 11:41 | 11:51 | 16:03 | 27:20 | 04:22 | 03:14 |
 | Bracer | 2 | 0.35% | 8.6 | 50.00% | -2.46% | -50.00% | 0.00% | 0.00% | 08:12 | 02:16 | 02:16 | 14:07 | 14:07 | 14:07 | 11:51 | 08:46 |
 | Mask of Madness | 2 | 0.35% | 7.5 | 50.00% | -2.46% | -50.00% | 0.00% | 0.00% | 19:03 | 15:44 | 15:44 | 22:21 | 22:21 | 22:21 | 06:37 | 04:54 |
 | Bottle | 2 | 0.35% | 6.5 | 50.00% | -2.46% | -50.00% | 0.00% | 0.00% | 51:59 | 47:00 | 47:00 | 56:58 | 56:58 | 56:58 | 09:58 | 07:22 |
 | Crimson Guard | 3 | 0.53% | 5.4 | 33.33% | -19.23% | -33.33% | 0.00% | 0.00% | 30:51 | 26:59 | 26:59 | 32:19 | 33:15 | 33:15 | 06:16 | 04:38 |
 | Vanguard | 3 | 0.53% | 4.3 | 33.33% | -19.23% | -33.33% | 0.00% | 0.00% | 28:39 | 20:22 | 20:22 | 32:19 | 33:15 | 33:15 | 12:53 | 09:32 |
 | Null Talisman | 1 | 0.18% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.18% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Blade Mail | 5 | 0.88% | 1.1 | 0.00% | -52.92% | 0.00% | 0.00% | 0.00% | 21:15 | 10:14 | 10:14 | 18:32 | 18:45 | 41:44 | 08:31 | 06:18 |