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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 | |
 | Aghanim's Scepter | 47 | 15.56% | 100.0 | 72.34% | +26.85% | +2.66% | +10.99% | 0.75% | 32:12 | 18:34 | 25:13 | 30:47 | 36:21 | 1:01:03 | 11:08 | 08:14 |
 | Eul's Scepter of Divinity | 52 | 17.22% | 98.6 | 71.15% | +25.95% | -1.92% | -17.30% | -1.52% | 34:52 | 22:01 | 28:26 | 33:18 | 38:35 | 1:03:23 | 10:09 | 07:31 |
 | Void Stone | 83 | 27.48% | 97.1 | 63.86% | +19.57% | -1.96% | -11.48% | -0.94% | 34:22 | 18:41 | 28:27 | 33:29 | 38:37 | 1:03:12 | 10:10 | 07:31 |
 | Magic Wand | 203 | 67.22% | 95.7 | 57.14% | +22.80% | +5.61% | -8.12% | -1.58% | 12:20 | -01:29 | 07:17 | 10:53 | 16:00 | 43:58 | 08:43 | 06:27 |
 | Force Staff | 137 | 45.36% | 94.3 | 57.66% | +14.63% | +9.99% | -13.54% | -4.27% | 28:42 | 19:27 | 25:38 | 27:52 | 31:09 | 42:39 | 05:31 | 04:05 |
 | Black King Bar | 79 | 26.16% | 92.9 | 60.76% | +15.02% | +4.24% | +4.24% | 0.00% | 28:45 | 20:00 | 24:34 | 26:30 | 28:59 | 1:06:49 | 04:25 | 03:16 |
 | Aether Lens | 22 | 7.28% | 91.4 | 72.73% | +24.87% | -6.06% | +7.27% | 0.92% | 42:58 | 30:10 | 37:20 | 40:36 | 51:51 | 59:21 | 14:31 | 10:45 |
 | Crystalys | 47 | 15.56% | 90.0 | 63.83% | +16.77% | +2.84% | -5.50% | -0.94% | 34:59 | 20:00 | 27:58 | 31:18 | 36:50 | 1:08:51 | 08:52 | 06:34 |
 | Shadow Blade | 28 | 9.27% | 88.6 | 67.86% | +20.05% | +3.57% | -25.00% | -3.20% | 36:08 | 19:10 | 31:15 | 34:27 | 40:10 | 55:28 | 08:55 | 06:36 |
 | Wind Lace | 197 | 65.23% | 87.1 | 52.79% | +8.98% | -1.77% | -3.81% | -0.30% | 06:23 | -01:30 | -01:29 | 05:10 | 08:14 | 43:08 | 09:43 | 07:11 |
 | Magic Stick | 283 | 93.71% | 85.7 | 51.24% | +24.92% | +7.91% | -7.58% | -3.26% | 04:45 | -01:29 | 02:15 | 03:38 | 07:00 | 22:52 | 04:45 | 03:31 |
 | Blink Dagger | 297 | 98.34% | 84.3 | 50.51% | +50.51% | +11.65% | -15.37% | -5.02% | 16:20 | 09:15 | 13:17 | 16:16 | 18:40 | 32:35 | 05:23 | 03:59 |
 | Boots of Speed | 302 | 100.00% | 82.9 | 49.67% | +49.67% | -3.62% | -5.67% | -0.76% | 03:43 | -01:29 | 02:55 | 04:15 | 05:37 | 11:01 | 02:42 | 02:00 |
 | Fluffy Hat | 157 | 51.99% | 81.4 | 52.23% | +5.33% | +1.62% | -3.51% | -0.81% | 23:30 | 03:39 | 19:44 | 22:38 | 26:06 | 37:41 | 06:22 | 04:42 |
 | Silver Edge | 20 | 6.62% | 80.0 | 70.00% | +21.77% | +10.00% | -30.00% | -5.05% | 39:09 | 21:56 | 34:51 | 39:00 | 42:46 | 60:02 | 07:55 | 05:51 |
 | Echo Sabre | 94 | 31.13% | 78.6 | 54.26% | +6.66% | +8.24% | -28.17% | -12.85% | 19:45 | 11:13 | 18:03 | 19:20 | 20:53 | 34:04 | 02:50 | 02:05 |
 | Bottle | 106 | 35.10% | 77.1 | 52.83% | +4.87% | +2.73% | -10.52% | -13.25% | 02:01 | 01:02 | 01:26 | 01:36 | 01:46 | 32:37 | 00:20 | 00:14 |
 | Quelling Blade | 121 | 40.07% | 75.7 | 52.07% | +4.00% | +4.60% | -5.40% | 0.00% | -00:13 | -01:30 | -01:29 | -01:29 | -01:29 | 20:59 | 00:00 | 00:00 |
 | Tranquil Boots | 76 | 25.17% | 74.3 | 53.95% | +5.72% | -6.58% | +19.73% | 2.70% | 12:57 | 04:30 | 07:47 | 10:03 | 17:31 | 41:59 | 09:44 | 07:12 |
 | Chainmail | 93 | 30.79% | 72.9 | 51.61% | +2.81% | -3.78% | +4.91% | 1.00% | 11:49 | 03:51 | 06:29 | 08:33 | 15:11 | 34:51 | 08:42 | 06:26 |
 | Phase Boots | 92 | 30.46% | 71.4 | 51.09% | +2.04% | +5.43% | +5.43% | 0.00% | 12:45 | 05:21 | 07:24 | 09:31 | 16:11 | 34:58 | 08:47 | 06:30 |
 | Power Treads | 56 | 18.54% | 70.0 | 53.57% | +4.79% | +10.72% | -17.86% | -27.66% | 07:22 | 05:30 | 06:35 | 07:07 | 07:37 | 15:18 | 01:02 | 00:45 |
 | Aghanim's Shard | 18 | 5.96% | 68.6 | 66.67% | +18.08% | +13.33% | -16.67% | -2.21% | 41:15 | 17:22 | 33:28 | 38:11 | 47:01 | 1:20:00 | 13:33 | 10:02 |
 | Lotus Orb | 15 | 4.97% | 67.1 | 66.67% | +17.89% | -16.67% | -41.67% | -3.69% | 37:04 | 26:55 | 31:58 | 34:53 | 38:44 | 1:01:58 | 06:46 | 05:00 |
 | Buckler | 11 | 3.64% | 65.7 | 72.73% | +23.93% | +27.27% | -6.06% | -5.51% | 37:04 | 24:47 | 32:16 | 38:05 | 38:19 | 54:52 | 06:03 | 04:28 |
 | Aeon Disk | 13 | 4.30% | 64.3 | 69.23% | +20.44% | -35.90% | +30.77% | 6.63% | 44:40 | 24:26 | 38:12 | 45:41 | 48:15 | 58:45 | 10:03 | 07:26 |
 | Daedalus | 20 | 6.62% | 62.9 | 60.00% | +11.06% | 0.00% | +20.00% | 2.78% | 43:15 | 32:22 | 36:44 | 40:08 | 43:56 | 1:11:12 | 07:12 | 05:20 |
 | Arcane Boots | 35 | 11.59% | 61.4 | 51.43% | +1.99% | -6.99% | +4.13% | 0.76% | 21:59 | 07:37 | 12:36 | 22:27 | 27:12 | 44:48 | 14:36 | 10:48 |
 | Assault Cuirass | 10 | 3.31% | 60.0 | 70.00% | +21.03% | +30.00% | -20.00% | -6.59% | 38:01 | 30:28 | 34:27 | 38:27 | 42:02 | 46:28 | 07:35 | 05:37 |
 | Sange | 8 | 2.65% | 58.6 | 75.00% | +26.02% | +25.00% | -25.00% | 0.00% | 42:26 | 28:13 | 32:20 | 38:20 | 45:52 | 1:08:53 | 13:32 | 10:01 |
 | Ghost Scepter | 35 | 11.59% | 57.1 | 48.57% | -1.24% | +6.99% | -4.13% | -1.03% | 35:28 | 20:19 | 29:39 | 34:26 | 40:29 | 54:07 | 10:50 | 08:01 |
 | Ring of Protection | 25 | 8.28% | 55.7 | 52.00% | +2.54% | -18.67% | -2.00% | 0.54% | 15:24 | -01:29 | -01:29 | -01:23 | 32:35 | 54:52 | 34:04 | 25:14 |
 | Ring of Basilius | 3 | 0.99% | 54.3 | 100.00% | +50.84% | 0.00% | 0.00% | 0.00% | 26:32 | 06:58 | 06:58 | 17:46 | 54:52 | 54:52 | 47:54 | 35:28 |
 | Drum of Endurance | 3 | 0.99% | 52.9 | 100.00% | +50.84% | 0.00% | 0.00% | 0.00% | 33:30 | 28:44 | 28:44 | 33:27 | 38:18 | 38:18 | 09:34 | 07:05 |
 | Moon Shard | 5 | 1.66% | 51.4 | 80.00% | +30.84% | +20.00% | +20.00% | 0.00% | 39:17 | 33:33 | 33:33 | 35:20 | 42:08 | 51:11 | 08:35 | 06:21 |
 | Heaven's Halberd | 5 | 1.66% | 50.0 | 80.00% | +30.84% | +20.00% | +20.00% | 0.00% | 40:08 | 30:26 | 30:26 | 38:55 | 45:18 | 47:15 | 14:52 | 11:00 |
 | Ring of Health | 18 | 5.96% | 48.6 | 50.00% | +0.35% | +10.00% | -25.00% | -2.69% | 36:36 | 24:24 | 29:54 | 33:01 | 42:54 | 1:01:57 | 13:00 | 09:37 |
 | Octarine Core | 8 | 2.65% | 47.1 | 62.50% | +13.18% | -12.50% | +37.50% | 0.00% | 47:19 | 35:46 | 42:06 | 43:16 | 51:56 | 1:02:11 | 09:50 | 07:17 |
 | Scythe of Vyse | 6 | 1.99% | 45.7 | 66.67% | +17.35% | -16.67% | +33.33% | 0.00% | 41:49 | 37:38 | 39:07 | 39:14 | 45:33 | 46:04 | 06:26 | 04:45 |
 | Morbid Mask | 4 | 1.32% | 44.3 | 75.00% | +25.67% | +25.00% | +25.00% | 0.00% | 48:10 | 38:31 | 38:31 | 46:03 | 53:15 | 54:52 | 14:44 | 10:54 |
 | Boots of Travel | 8 | 2.65% | 42.9 | 50.00% | +0.34% | 0.00% | 0.00% | 0.00% | 45:53 | 38:29 | 38:31 | 41:56 | 50:35 | 55:40 | 12:04 | 08:56 |
 | Kaya | 3 | 0.99% | 41.4 | 66.67% | +17.17% | -66.67% | 0.00% | 0.00% | 31:35 | 24:25 | 24:25 | 33:09 | 37:10 | 37:10 | 12:45 | 09:26 |
 | Sange and Yasha | 3 | 0.99% | 40.0 | 66.67% | +17.17% | +33.33% | 0.00% | 0.00% | 49:02 | 32:20 | 32:20 | 45:52 | 1:08:53 | 1:08:53 | 36:33 | 27:04 |
 | Satanic | 3 | 0.99% | 38.6 | 66.67% | +17.17% | +33.33% | 0.00% | 0.00% | 46:07 | 38:45 | 38:45 | 46:15 | 53:21 | 53:21 | 14:36 | 10:48 |
 | Yasha | 3 | 0.99% | 37.1 | 66.67% | +17.17% | +33.33% | 0.00% | 0.00% | 48:56 | 32:15 | 32:15 | 45:39 | 1:08:53 | 1:08:53 | 36:38 | 27:08 |
 | Wind Waker | 7 | 2.32% | 35.7 | 42.86% | -6.97% | +57.14% | -42.86% | 0.00% | 48:13 | 40:57 | 44:38 | 45:21 | 48:53 | 56:27 | 04:15 | 03:08 |
 | Wraith Band | 9 | 2.98% | 34.3 | 33.33% | -16.84% | +16.67% | +16.67% | 0.00% | -00:08 | -01:29 | -01:28 | -01:28 | 01:46 | 03:33 | 03:14 | 02:23 |
 | Veil of Discord | 1 | 0.33% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Desolator | 1 | 0.33% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.33% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.33% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 1:01:32 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.33% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.33% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 53:34 | 00:00 | 00:00 |
 | Crown | 1 | 0.33% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.33% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 48:56 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.33% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 0.66% | 20.0 | 50.00% | +0.33% | -50.00% | 0.00% | 0.00% | 32:52 | 31:13 | 31:13 | 34:31 | 34:31 | 34:31 | 03:18 | 02:26 |
 | Overwhelming Blink | 2 | 0.66% | 18.6 | 50.00% | +0.33% | +50.00% | 0.00% | 0.00% | 1:05:17 | 46:26 | 46:26 | 1:24:07 | 1:24:07 | 1:24:07 | 37:41 | 27:54 |
 | Vladmir's Offering | 2 | 0.66% | 17.1 | 50.00% | +0.33% | -50.00% | 0.00% | 0.00% | 48:22 | 41:52 | 41:52 | 54:52 | 54:52 | 54:52 | 13:00 | 09:37 |
 | Headdress | 2 | 0.66% | 15.7 | 50.00% | +0.33% | -50.00% | 0.00% | 0.00% | 27:20 | 27:05 | 27:05 | 27:34 | 27:34 | 27:34 | 00:29 | 00:21 |
 | Swift Blink | 3 | 0.99% | 14.3 | 33.33% | -16.50% | +66.67% | 0.00% | 0.00% | 56:10 | 49:36 | 49:36 | 55:07 | 1:03:46 | 1:03:46 | 14:10 | 10:29 |
 | Hand of Midas | 4 | 1.32% | 12.9 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 18:38 | 16:52 | 16:52 | 16:56 | 19:04 | 21:39 | 02:12 | 01:37 |
 | Glimmer Cape | 5 | 1.66% | 11.4 | 20.00% | -30.17% | +80.00% | -20.00% | 0.00% | 40:45 | 25:11 | 25:11 | 40:47 | 48:48 | 51:41 | 23:37 | 17:29 |
 | Pipe of Insight | 1 | 0.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Bracer | 1 | 0.33% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.33% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 52:28 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.33% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:46 | 56:46 | 56:46 | 56:46 | 56:46 | 56:46 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.33% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.33% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.33% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 51:12 | 00:00 | 00:00 |