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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 | |
 | Swift Blink | 45 | 20.18% | 100.0 | 84.44% | +40.62% | +6.47% | -20.80% | -2.97% | 38:16 | 24:29 | 32:28 | 36:51 | 41:38 | 1:07:11 | 09:10 | 06:47 |
 | Harpoon | 93 | 41.70% | 98.7 | 73.12% | +36.20% | +5.14% | -7.90% | -1.64% | 28:59 | 16:49 | 24:36 | 28:54 | 32:34 | 42:54 | 07:58 | 05:54 |
 | Diadem | 92 | 41.26% | 97.3 | 72.83% | +35.43% | -3.26% | -7.61% | -0.53% | 28:04 | 14:14 | 23:35 | 28:19 | 31:52 | 43:05 | 08:17 | 06:08 |
 | Cornucopia | 31 | 13.90% | 96.0 | 77.42% | +29.50% | -2.42% | -14.92% | -0.75% | 37:12 | 20:21 | 27:29 | 33:32 | 44:05 | 1:09:23 | 16:36 | 12:17 |
 | Satanic | 91 | 40.81% | 94.7 | 64.84% | +21.66% | +4.73% | -12.67% | -3.02% | 33:58 | 19:03 | 30:51 | 34:07 | 36:37 | 53:27 | 05:46 | 04:16 |
 | Aghanim's Shard | 76 | 34.08% | 93.3 | 65.79% | +20.89% | +7.89% | -7.90% | -1.52% | 32:19 | 16:35 | 27:19 | 31:42 | 37:44 | 51:46 | 10:25 | 07:42 |
 | Aghanim's Scepter | 7 | 3.14% | 92.0 | 100.00% | +49.54% | 0.00% | 0.00% | 0.00% | 54:13 | 35:58 | 47:20 | 51:27 | 56:00 | 1:14:37 | 08:40 | 06:25 |
 | Butterfly | 10 | 4.48% | 90.7 | 90.00% | +39.77% | +10.00% | +10.00% | 0.00% | 34:59 | 22:30 | 34:54 | 35:47 | 38:49 | 41:46 | 03:55 | 02:54 |
 | Silver Edge | 102 | 45.74% | 89.3 | 61.76% | +17.96% | -0.22% | -5.76% | -1.38% | 27:44 | 19:29 | 25:09 | 27:12 | 29:10 | 47:25 | 04:01 | 02:58 |
 | Crystalys | 151 | 67.71% | 88.0 | 59.60% | +23.49% | +6.19% | -6.97% | -2.75% | 25:33 | 16:43 | 22:27 | 24:35 | 27:14 | 49:11 | 04:47 | 03:32 |
 | Shadow Blade | 108 | 48.43% | 86.7 | 59.26% | +14.04% | +3.70% | 0.00% | -0.83% | 25:50 | 16:37 | 23:11 | 25:11 | 27:38 | 47:02 | 04:27 | 03:17 |
 | Bloodthorn | 22 | 9.87% | 85.3 | 72.73% | +22.98% | +10.60% | -12.73% | -4.14% | 33:02 | 22:47 | 28:21 | 32:39 | 33:59 | 51:38 | 05:38 | 04:10 |
 | Aghanim's Blessing | 6 | 2.69% | 84.0 | 100.00% | +49.31% | 0.00% | 0.00% | 0.00% | 57:18 | 47:20 | 51:27 | 51:41 | 1:02:45 | 1:14:37 | 11:18 | 08:22 |
 | Magic Wand | 155 | 69.51% | 82.7 | 55.48% | +11.36% | -9.33% | +11.19% | 2.33% | 06:00 | -01:29 | 01:15 | 04:49 | 10:03 | 18:29 | 08:48 | 06:31 |
 | Overwhelming Blink | 14 | 6.28% | 81.3 | 78.57% | +28.33% | -3.57% | -11.90% | -1.12% | 36:34 | 29:47 | 33:21 | 37:04 | 40:47 | 42:32 | 07:26 | 05:30 |
 | Blink Dagger | 173 | 77.58% | 80.0 | 54.34% | +10.34% | +17.75% | -19.46% | -6.17% | 19:08 | 12:24 | 15:23 | 17:09 | 21:25 | 52:56 | 06:02 | 04:28 |
 | Orchid Malevolence | 21 | 9.42% | 78.7 | 71.43% | +21.43% | +28.57% | -11.43% | -4.38% | 32:16 | 22:47 | 24:51 | 32:18 | 33:59 | 51:29 | 09:08 | 06:45 |
 | Daedalus | 32 | 14.35% | 77.3 | 65.63% | +15.89% | +9.37% | -28.13% | -8.93% | 28:22 | 22:22 | 25:51 | 28:14 | 30:03 | 44:38 | 04:12 | 03:06 |
 | Black King Bar | 200 | 89.69% | 76.0 | 53.00% | +9.52% | +7.00% | -19.00% | -9.75% | 19:05 | 14:20 | 17:31 | 18:48 | 20:11 | 31:13 | 02:40 | 01:58 |
 | Magic Stick | 196 | 87.89% | 74.7 | 53.06% | +8.62% | 0.00% | -4.08% | -4.08% | -00:20 | -01:29 | -01:29 | -01:29 | -01:28 | 14:12 | 00:01 | 00:00 |
 | Morbid Mask | 208 | 93.27% | 73.3 | 52.40% | +5.73% | +1.45% | +3.37% | 1.27% | 07:49 | 04:00 | 06:44 | 07:26 | 08:15 | 39:41 | 01:31 | 01:07 |
 | Echo Sabre | 208 | 93.27% | 72.0 | 52.40% | +5.73% | +5.29% | -13.94% | -14.24% | 13:13 | 08:22 | 12:31 | 13:05 | 13:52 | 19:25 | 01:21 | 01:00 |
 | Boots of Speed | 223 | 100.00% | 70.7 | 52.02% | +52.02% | +3.34% | -0.23% | -2.14% | 03:59 | 01:13 | 02:58 | 03:50 | 04:38 | 12:07 | 01:40 | 01:14 |
 | Assault Cuirass | 40 | 17.94% | 69.3 | 62.50% | +12.77% | -2.50% | +7.50% | 1.27% | 30:28 | 21:40 | 25:23 | 28:22 | 33:16 | 48:20 | 07:53 | 05:50 |
 | Mask of Madness | 206 | 92.38% | 68.0 | 51.94% | -1.00% | +3.83% | -10.76% | -10.06% | 09:33 | 07:13 | 08:48 | 09:28 | 10:15 | 15:25 | 01:27 | 01:04 |
 | Quelling Blade | 207 | 92.83% | 66.7 | 50.72% | -18.03% | +6.97% | -6.49% | 0.00% | -01:05 | -01:30 | -01:29 | -01:29 | -01:29 | 46:29 | 00:00 | 00:00 |
 | Power Treads | 168 | 75.34% | 65.3 | 51.19% | -3.36% | +5.95% | -3.57% | -8.16% | 05:54 | 03:53 | 05:12 | 05:48 | 06:22 | 10:10 | 01:10 | 00:51 |
 | Buckler | 44 | 19.73% | 64.0 | 59.09% | +8.81% | +4.55% | +13.64% | 1.05% | 28:37 | 10:01 | 23:18 | 27:16 | 31:57 | 47:52 | 08:39 | 06:24 |
 | Boots of Travel 2 | 5 | 2.24% | 62.7 | 100.00% | +49.08% | 0.00% | 0.00% | 0.00% | 45:45 | 42:59 | 42:59 | 47:12 | 47:36 | 47:56 | 04:37 | 03:25 |
 | Ring of Protection | 47 | 21.08% | 61.3 | 57.45% | +6.88% | +0.88% | +9.22% | 0.89% | 26:59 | -01:29 | 22:37 | 27:00 | 31:57 | 47:52 | 09:20 | 06:54 |
 | Mage Slayer | 31 | 13.90% | 60.0 | 61.29% | +10.77% | +1.21% | -11.29% | -1.11% | 27:44 | 16:44 | 21:35 | 25:11 | 32:51 | 51:38 | 11:16 | 08:20 |
 | Moon Shard | 12 | 5.38% | 58.7 | 75.00% | +24.29% | -41.67% | -8.33% | 0.00% | 53:58 | 38:00 | 43:07 | 57:49 | 59:54 | 1:03:01 | 16:47 | 12:25 |
 | Refresher Orb | 14 | 6.28% | 57.3 | 71.43% | +20.71% | +28.57% | -4.76% | -2.90% | 48:32 | 32:17 | 42:17 | 45:51 | 53:46 | 1:09:24 | 11:29 | 08:30 |
 | Linken's Sphere | 18 | 8.07% | 56.0 | 66.67% | +15.94% | +13.33% | -41.67% | -3.72% | 33:48 | 23:39 | 25:39 | 28:42 | 40:27 | 49:26 | 14:48 | 10:57 |
 | Chainmail | 46 | 20.63% | 54.7 | 54.35% | +2.94% | -4.35% | -8.90% | -1.95% | 05:51 | 01:23 | 03:31 | 04:54 | 05:51 | 34:51 | 02:20 | 01:43 |
 | Phase Boots | 43 | 19.28% | 53.3 | 53.49% | +1.82% | +10.15% | -26.22% | -30.31% | 06:04 | 04:14 | 05:23 | 05:56 | 06:35 | 11:14 | 01:12 | 00:53 |
 | Bracer | 53 | 23.77% | 52.0 | 49.06% | -3.88% | -10.60% | -10.60% | 0.00% | 02:51 | -01:29 | 01:49 | 02:24 | 02:41 | 16:08 | 00:52 | 00:38 |
 | Wind Lace | 21 | 9.42% | 50.7 | 57.14% | +5.65% | +2.86% | +2.86% | 0.00% | 12:49 | 05:53 | 09:05 | 11:42 | 14:00 | 28:18 | 04:55 | 03:38 |
 | Monkey King Bar | 33 | 14.80% | 49.3 | 51.52% | -0.59% | +10.98% | +10.98% | 0.00% | 36:27 | 22:08 | 30:45 | 35:16 | 39:36 | 1:07:27 | 08:51 | 06:33 |
 | Void Stone | 17 | 7.62% | 48.0 | 58.82% | +7.36% | +41.18% | -8.82% | -3.69% | 32:21 | 23:20 | 24:21 | 32:06 | 37:54 | 47:04 | 13:33 | 10:02 |
 | Javelin | 35 | 15.70% | 46.7 | 48.57% | -4.09% | +6.99% | +6.99% | 0.00% | 35:38 | 21:43 | 30:20 | 34:49 | 38:13 | 1:07:04 | 07:53 | 05:50 |
 | Ring of Health | 10 | 4.48% | 45.3 | 60.00% | +8.36% | +6.67% | -60.00% | 0.00% | 34:29 | 22:42 | 25:04 | 29:49 | 38:34 | 58:21 | 13:30 | 10:00 |
 | Wraith Band | 15 | 6.73% | 44.0 | 46.67% | -5.73% | +28.33% | +3.33% | -25.00% | 02:39 | 01:20 | 01:45 | 02:21 | 02:41 | 06:54 | 00:56 | 00:41 |
 | Drum of Endurance | 4 | 1.79% | 42.7 | 75.00% | +23.40% | +25.00% | +25.00% | 0.00% | 22:51 | 16:54 | 16:54 | 19:15 | 24:47 | 30:27 | 07:53 | 05:50 |
 | Fluffy Hat | 4 | 1.79% | 41.3 | 75.00% | +23.40% | -75.00% | +25.00% | 0.00% | 18:04 | 10:47 | 10:47 | 14:45 | 20:54 | 25:48 | 10:07 | 07:29 |
 | Nullifier | 13 | 5.83% | 40.0 | 46.15% | -6.23% | -12.82% | -46.15% | 0.00% | 39:29 | 23:58 | 28:56 | 43:12 | 47:16 | 50:39 | 18:20 | 13:34 |
 | Helm of Iron Will | 13 | 5.83% | 38.7 | 46.15% | -6.23% | -12.82% | -46.15% | 0.00% | 38:48 | 22:52 | 28:12 | 43:06 | 46:06 | 49:38 | 17:54 | 13:15 |
 | Tranquil Boots | 7 | 3.14% | 37.3 | 57.14% | +5.29% | -7.14% | +42.86% | 0.00% | 17:36 | 12:16 | 12:23 | 14:08 | 14:20 | 28:49 | 01:57 | 01:26 |
 | Ghost Scepter | 2 | 0.90% | 36.0 | 100.00% | +48.42% | 0.00% | 0.00% | 0.00% | 29:09 | 28:42 | 28:42 | 29:35 | 29:35 | 29:35 | 00:53 | 00:39 |
 | Force Staff | 3 | 1.35% | 34.7 | 66.67% | +14.85% | +33.33% | 0.00% | 0.00% | 33:08 | 25:48 | 25:48 | 29:46 | 43:49 | 43:49 | 18:01 | 13:20 |
 | Witch Blade | 1 | 0.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Crown | 1 | 0.45% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.45% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.45% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Headdress | 1 | 0.45% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.45% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.45% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.45% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 30:02 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.45% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 0.45% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.45% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Disperser | 1 | 0.45% | 18.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.45% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.45% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.45% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.45% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.45% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 0.90% | 10.7 | 50.00% | -2.04% | +50.00% | 0.00% | 0.00% | 11:28 | 10:27 | 10:27 | 12:28 | 12:28 | 12:28 | 02:01 | 01:29 |
 | Boots of Bearing | 2 | 0.90% | 9.3 | 50.00% | -2.04% | +50.00% | 0.00% | 0.00% | 38:35 | 33:57 | 33:57 | 43:13 | 43:13 | 43:13 | 09:16 | 06:51 |
 | Heaven's Halberd | 2 | 0.90% | 8.0 | 50.00% | -2.04% | -50.00% | 0.00% | 0.00% | 19:33 | 19:05 | 19:05 | 20:00 | 20:00 | 20:00 | 00:55 | 00:40 |
 | Battle Fury | 2 | 0.90% | 6.7 | 50.00% | -2.04% | -50.00% | 0.00% | 0.00% | 22:16 | 20:27 | 20:27 | 24:04 | 24:04 | 24:04 | 03:37 | 02:40 |
 | Sange and Yasha | 4 | 1.79% | 5.3 | 25.00% | -27.51% | -25.00% | +75.00% | 0.00% | 22:59 | 16:18 | 16:18 | 16:43 | 21:38 | 37:17 | 05:20 | 03:57 |
 | Sange | 5 | 2.24% | 4.0 | 20.00% | -32.75% | +80.00% | -20.00% | 0.00% | 14:56 | 11:43 | 11:43 | 15:29 | 16:48 | 17:09 | 05:05 | 03:45 |
 | Orb of Venom | 1 | 0.45% | 2.7 | 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 |
 | Yasha | 3 | 1.35% | 1.3 | 0.00% | -52.73% | 0.00% | 0.00% | 0.00% | 17:17 | 13:30 | 13:30 | 16:43 | 21:38 | 21:38 | 08:08 | 06:01 |