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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 | |
 | Eul's Scepter of Divinity | 74 | 19.73% | 100.0 | 72.97% | +26.79% | +0.71% | -11.86% | -1.27% | 34:40 | 20:13 | 28:43 | 34:09 | 38:35 | 1:03:23 | 09:52 | 07:18 |
 | Void Stone | 110 | 29.33% | 98.6 | 68.18% | +23.65% | -3.89% | -8.92% | -0.48% | 33:38 | 16:22 | 27:44 | 32:49 | 38:10 | 1:03:12 | 10:26 | 07:43 |
 | Force Staff | 172 | 45.87% | 97.3 | 61.05% | +17.70% | +8.72% | -14.54% | -4.13% | 28:27 | 18:24 | 25:27 | 27:44 | 31:05 | 42:39 | 05:38 | 04:10 |
 | Aghanim's Scepter | 58 | 15.47% | 95.9 | 67.24% | +18.66% | -0.57% | +11.33% | 1.05% | 32:29 | 18:34 | 25:13 | 30:57 | 36:33 | 1:01:03 | 11:20 | 08:23 |
 | Magic Wand | 253 | 67.47% | 94.5 | 57.71% | +19.19% | +7.37% | -2.15% | -1.08% | 12:10 | -01:29 | 07:11 | 10:21 | 16:00 | 43:58 | 08:49 | 06:31 |
 | Black King Bar | 97 | 25.87% | 93.2 | 59.79% | +11.23% | +6.88% | +6.88% | 0.00% | 28:46 | 19:22 | 24:23 | 26:33 | 29:53 | 1:06:49 | 05:30 | 04:04 |
 | Wind Lace | 261 | 69.60% | 91.8 | 55.17% | +12.19% | -4.40% | -1.32% | 0.46% | 06:14 | -01:30 | -01:29 | 05:10 | 08:14 | 43:08 | 09:43 | 07:11 |
 | Aether Lens | 25 | 6.67% | 90.4 | 72.00% | +22.00% | -5.33% | +11.33% | 1.17% | 41:28 | 27:44 | 32:11 | 39:37 | 46:25 | 59:21 | 14:14 | 10:32 |
 | Crystalys | 57 | 15.20% | 89.0 | 63.16% | +13.79% | +1.13% | -6.02% | -0.81% | 35:03 | 20:00 | 28:23 | 31:49 | 37:12 | 1:08:51 | 08:49 | 06:31 |
 | Fluffy Hat | 196 | 52.27% | 87.7 | 55.10% | +7.61% | 0.00% | +2.04% | 0.32% | 23:14 | 03:39 | 19:37 | 22:15 | 26:04 | 37:41 | 06:27 | 04:46 |
 | Magic Stick | 353 | 94.13% | 86.3 | 52.69% | +20.87% | +8.67% | -9.51% | -3.83% | 04:30 | -01:29 | 02:11 | 03:24 | 06:56 | 22:52 | 04:45 | 03:31 |
 | Blink Dagger | 368 | 98.13% | 84.9 | 52.45% | +52.45% | +8.42% | -15.49% | -4.64% | 16:19 | 09:15 | 13:25 | 16:17 | 18:34 | 32:35 | 05:09 | 03:48 |
 | Aeon Disk | 17 | 4.53% | 83.6 | 76.47% | +26.19% | -26.47% | +23.53% | 5.08% | 45:04 | 24:26 | 39:31 | 45:41 | 49:22 | 58:45 | 09:51 | 07:17 |
 | Boots of Speed | 375 | 100.00% | 82.2 | 51.47% | +51.47% | -1.47% | -3.60% | -0.73% | 03:34 | -01:29 | 02:42 | 04:09 | 05:37 | 11:01 | 02:55 | 02:09 |
 | Phase Boots | 120 | 32.00% | 80.8 | 55.83% | +6.42% | -2.50% | +4.17% | 0.66% | 13:12 | 05:21 | 07:30 | 10:38 | 17:39 | 39:05 | 10:09 | 07:31 |
 | Chainmail | 120 | 32.00% | 79.5 | 55.83% | +6.42% | -5.83% | +4.17% | 1.18% | 11:55 | 03:51 | 06:41 | 08:50 | 15:11 | 38:32 | 08:30 | 06:17 |
 | Shadow Blade | 30 | 8.00% | 78.1 | 66.67% | +16.53% | -4.17% | -23.81% | -1.86% | 36:09 | 19:10 | 31:15 | 34:27 | 41:47 | 55:28 | 10:32 | 07:48 |
 | Silver Edge | 21 | 5.60% | 76.7 | 71.43% | +21.15% | +8.57% | -31.43% | -5.05% | 39:17 | 21:56 | 34:51 | 39:50 | 42:46 | 60:02 | 07:55 | 05:51 |
 | Tranquil Boots | 94 | 25.07% | 75.3 | 56.38% | +6.56% | -2.21% | +13.19% | 1.35% | 13:45 | 04:30 | 07:58 | 09:55 | 19:23 | 44:45 | 11:25 | 08:27 |
 | Lotus Orb | 18 | 4.80% | 74.0 | 72.22% | +21.80% | -12.22% | -47.22% | -5.17% | 36:03 | 26:55 | 31:58 | 33:29 | 38:44 | 1:01:58 | 06:46 | 05:00 |
 | Echo Sabre | 114 | 30.40% | 72.6 | 53.51% | +2.94% | +8.56% | -24.94% | -11.55% | 20:03 | 11:13 | 18:06 | 19:21 | 21:00 | 42:18 | 02:54 | 02:08 |
 | Quelling Blade | 150 | 40.00% | 71.2 | 52.00% | +0.89% | +16.42% | -0.65% | 0.00% | 00:00 | -01:30 | -01:29 | -01:29 | -01:29 | 20:59 | 00:00 | 00:00 |
 | Aghanim's Shard | 22 | 5.87% | 69.9 | 68.18% | +17.76% | -1.51% | -8.18% | -0.46% | 40:50 | 17:22 | 32:26 | 38:11 | 47:01 | 1:20:00 | 14:35 | 10:48 |
 | Buckler | 13 | 3.47% | 68.5 | 76.92% | +26.37% | +23.08% | +23.08% | 0.00% | 37:42 | 24:47 | 32:16 | 38:05 | 42:05 | 54:52 | 09:49 | 07:16 |
 | Bottle | 126 | 33.60% | 67.1 | 51.59% | +0.18% | +4.66% | -9.65% | -14.31% | 01:57 | 00:52 | 01:25 | 01:36 | 01:46 | 32:37 | 00:21 | 00:15 |
 | Assault Cuirass | 12 | 3.20% | 65.8 | 75.00% | +24.31% | +25.00% | -8.33% | -3.77% | 38:35 | 30:28 | 33:12 | 38:27 | 42:02 | 49:37 | 08:50 | 06:32 |
 | Power Treads | 68 | 18.13% | 64.4 | 51.47% | 0.00% | +13.24% | -10.29% | -20.17% | 07:24 | 05:18 | 06:28 | 07:04 | 07:38 | 16:06 | 01:10 | 00:51 |
 | Ring of Protection | 31 | 8.27% | 63.0 | 58.06% | +7.19% | -33.06% | +4.44% | 1.18% | 16:22 | -01:29 | -01:29 | -00:49 | 33:09 | 54:52 | 34:38 | 25:39 |
 | Arcane Boots | 39 | 10.40% | 61.6 | 51.28% | -0.21% | -1.28% | +8.72% | 0.66% | 21:33 | 06:20 | 12:09 | 22:27 | 27:12 | 44:48 | 15:03 | 11:08 |
 | Ring of Health | 21 | 5.60% | 60.3 | 57.14% | +6.01% | +2.86% | -37.14% | -5.50% | 35:33 | 24:24 | 28:35 | 32:40 | 35:51 | 1:01:57 | 07:16 | 05:22 |
 | Daedalus | 26 | 6.93% | 58.9 | 53.85% | +2.56% | -10.99% | +12.82% | 2.91% | 42:40 | 32:22 | 36:44 | 40:08 | 44:55 | 1:11:12 | 08:11 | 06:03 |
 | Moon Shard | 6 | 1.60% | 57.5 | 83.33% | +32.38% | +16.67% | +16.67% | 0.00% | 42:37 | 33:33 | 34:13 | 35:20 | 51:11 | 59:18 | 16:58 | 12:34 |
 | Sange | 8 | 2.13% | 56.2 | 75.00% | +24.05% | +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 | 40 | 10.67% | 54.8 | 47.50% | -4.44% | +2.50% | -7.50% | -0.92% | 35:27 | 20:19 | 29:39 | 34:26 | 40:29 | 54:07 | 10:50 | 08:01 |
 | Octarine Core | 9 | 2.40% | 53.4 | 66.67% | +15.58% | -16.67% | +33.33% | 3.09% | 45:47 | 33:29 | 35:46 | 43:16 | 51:56 | 1:02:11 | 16:10 | 11:58 |
 | Drum of Endurance | 3 | 0.80% | 52.1 | 100.00% | +48.92% | 0.00% | 0.00% | 0.00% | 33:30 | 28:44 | 28:44 | 33:27 | 38:18 | 38:18 | 09:34 | 07:05 |
 | Ring of Basilius | 3 | 0.80% | 50.7 | 100.00% | +48.92% | 0.00% | 0.00% | 0.00% | 26:32 | 06:58 | 06:58 | 17:46 | 54:52 | 54:52 | 47:54 | 35:28 |
 | Heaven's Halberd | 5 | 1.33% | 49.3 | 80.00% | +28.92% | +20.00% | +20.00% | 0.00% | 40:08 | 30:26 | 30:26 | 38:55 | 45:18 | 47:15 | 14:52 | 11:00 |
 | Scythe of Vyse | 6 | 1.60% | 47.9 | 66.67% | +15.45% | -16.67% | +33.33% | 0.00% | 41:49 | 37:38 | 39:07 | 39:14 | 45:33 | 46:04 | 06:26 | 04:45 |
 | Boots of Travel | 9 | 2.40% | 46.6 | 55.56% | +4.19% | -5.56% | -5.56% | 0.00% | 46:04 | 38:29 | 38:31 | 47:35 | 50:35 | 55:40 | 12:04 | 08:56 |
 | Morbid Mask | 4 | 1.07% | 45.2 | 75.00% | +23.79% | +25.00% | +25.00% | 0.00% | 48:10 | 38:31 | 38:31 | 46:03 | 53:15 | 54:52 | 14:44 | 10:54 |
 | Aghanim's Blessing | 2 | 0.53% | 43.8 | 100.00% | +48.79% | 0.00% | 0.00% | 0.00% | 55:25 | 53:34 | 53:34 | 57:16 | 57:16 | 57:16 | 03:42 | 02:44 |
 | Helm of Iron Will | 2 | 0.53% | 42.5 | 100.00% | +48.79% | 0.00% | 0.00% | 0.00% | 51:46 | 51:45 | 51:45 | 51:46 | 51:46 | 51:46 | 00:01 | 00:00 |
 | Wraith Band | 12 | 3.20% | 41.1 | 41.67% | -10.12% | -8.34% | +25.00% | 33.34% | 03:47 | -01:29 | -01:28 | -01:23 | 02:18 | 41:47 | 03:46 | 02:47 |
 | Kaya | 5 | 1.33% | 39.7 | 60.00% | +8.65% | -60.00% | +40.00% | 0.00% | 30:26 | 24:25 | 24:25 | 31:49 | 33:09 | 37:10 | 08:44 | 06:28 |
 | Wind Waker | 9 | 2.40% | 38.4 | 44.44% | -7.20% | +55.56% | -44.44% | -8.05% | 48:56 | 40:57 | 43:50 | 45:21 | 56:15 | 59:01 | 12:25 | 09:11 |
 | Overwhelming Blink | 3 | 0.80% | 37.0 | 66.67% | +15.33% | +33.33% | 0.00% | 0.00% | 56:50 | 39:58 | 39:58 | 46:26 | 1:24:07 | 1:24:07 | 44:09 | 32:42 |
 | Satanic | 3 | 0.80% | 35.6 | 66.67% | +15.33% | +33.33% | 0.00% | 0.00% | 46:07 | 38:45 | 38:45 | 46:15 | 53:21 | 53:21 | 14:36 | 10:48 |
 | Sange and Yasha | 3 | 0.80% | 34.2 | 66.67% | +15.33% | +33.33% | 0.00% | 0.00% | 49:02 | 32:20 | 32:20 | 45:52 | 1:08:53 | 1:08:53 | 36:33 | 27:04 |
 | Yasha | 3 | 0.80% | 32.9 | 66.67% | +15.33% | +33.33% | 0.00% | 0.00% | 48:56 | 32:15 | 32:15 | 45:39 | 1:08:53 | 1:08:53 | 36:38 | 27:08 |
 | Crown | 1 | 0.27% | 31.5 | 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 | 0.27% | 30.1 | 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 | 0.27% | 28.8 | 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 |
 | Guardian Greaves | 1 | 0.27% | 27.4 | 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 |
 | Veil of Discord | 1 | 0.27% | 26.0 | 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 |
 | Soul Ring | 1 | 0.27% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Desolator | 1 | 0.27% | 23.3 | 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 |
 | Boots of Travel 2 | 1 | 0.27% | 21.9 | 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 |
 | Vladmir's Offering | 2 | 0.53% | 20.5 | 50.00% | -1.47% | -50.00% | 0.00% | 0.00% | 48:22 | 41:52 | 41:52 | 54:52 | 54:52 | 54:52 | 13:00 | 09:37 |
 | Headdress | 2 | 0.53% | 19.2 | 50.00% | -1.47% | -50.00% | 0.00% | 0.00% | 27:20 | 27:05 | 27:05 | 27:34 | 27:34 | 27:34 | 00:29 | 00:21 |
 | Ethereal Blade | 3 | 0.80% | 17.8 | 33.33% | -18.28% | -33.33% | 0.00% | 0.00% | 33:07 | 31:13 | 31:13 | 33:38 | 34:31 | 34:31 | 03:18 | 02:26 |
 | Swift Blink | 3 | 0.80% | 16.4 | 33.33% | -18.28% | +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 | 5 | 1.33% | 15.1 | 20.00% | -31.89% | -20.00% | -20.00% | 0.00% | 18:26 | 16:52 | 16:52 | 17:40 | 19:04 | 21:39 | 02:12 | 01:37 |
 | Glimmer Cape | 5 | 1.33% | 13.7 | 20.00% | -31.89% | +80.00% | -20.00% | 0.00% | 40:45 | 25:11 | 25:11 | 40:47 | 48:48 | 51:41 | 23:37 | 17:29 |
 | Bracer | 1 | 0.27% | 12.3 | 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 |
 | Linken's Sphere | 1 | 0.27% | 11.0 | 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 |
 | Pipe of Insight | 1 | 0.27% | 9.6 | 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 |
 | Divine Rapier | 2 | 0.53% | 8.2 | 0.00% | -51.74% | 0.00% | 0.00% | 0.00% | 51:41 | 51:12 | 51:12 | 52:09 | 52:09 | 52:09 | 00:57 | 00:42 |
 | Falcon Blade | 1 | 0.27% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.27% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.27% | 4.1 | 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 |
 | Blade Mail | 1 | 0.27% | 2.7 | 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 |
 | Refresher Orb | 1 | 0.27% | 1.4 | 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 |