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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 | 66 | 27.39% | 100.0 | 72.73% | +31.59% | +21.39% | -47.73% | -8.08% | 31:08 | 17:23 | 26:19 | 31:30 | 34:52 | 50:10 | 08:33 | 06:20 |
 | Aether Lens | 10 | 4.15% | 98.2 | 90.00% | +41.95% | +10.00% | -40.00% | 0.00% | 34:48 | 24:50 | 29:27 | 35:34 | 37:56 | 42:09 | 08:29 | 06:17 |
 | Eul's Scepter of Divinity | 48 | 19.92% | 96.4 | 66.67% | +21.07% | +33.33% | -50.00% | -8.77% | 32:50 | 22:56 | 27:27 | 32:45 | 36:57 | 50:14 | 09:30 | 07:02 |
 | Echo Sabre | 56 | 23.24% | 94.5 | 58.93% | +11.90% | +5.36% | +5.36% | 0.00% | 20:49 | 14:58 | 18:29 | 19:50 | 20:53 | 39:23 | 02:24 | 01:46 |
 | Magic Stick | 229 | 95.02% | 92.7 | 50.66% | +17.33% | -3.29% | +1.97% | 1.13% | 04:26 | -01:29 | 01:59 | 03:17 | 06:38 | 27:04 | 04:39 | 03:26 |
 | Black King Bar | 61 | 25.31% | 90.9 | 57.38% | +10.16% | +29.29% | -10.71% | -6.54% | 29:41 | 20:10 | 25:10 | 26:35 | 31:17 | 1:06:54 | 06:07 | 04:31 |
 | Blink Dagger | 240 | 99.59% | 89.1 | 50.00% | +50.00% | +8.33% | -21.67% | -6.87% | 15:59 | 07:36 | 13:38 | 16:03 | 18:00 | 26:58 | 04:22 | 03:14 |
 | Wind Lace | 180 | 74.69% | 87.3 | 51.11% | +5.21% | +4.45% | -4.44% | -1.63% | 06:10 | -01:30 | 02:28 | 05:36 | 07:56 | 33:10 | 05:28 | 04:02 |
 | Boots of Speed | 241 | 100.00% | 85.5 | 49.79% | +49.79% | +5.21% | -11.46% | -4.49% | 02:51 | -01:29 | -01:29 | 03:54 | 05:12 | 09:02 | 06:41 | 04:57 |
 | Phase Boots | 58 | 24.07% | 83.6 | 56.90% | +9.36% | -3.57% | -6.90% | -0.24% | 14:45 | 05:45 | 07:49 | 11:29 | 21:26 | 39:20 | 13:37 | 10:05 |
 | Chainmail | 58 | 24.07% | 81.8 | 56.90% | +9.36% | -3.57% | +0.24% | 0.30% | 13:42 | 04:14 | 06:48 | 10:53 | 19:23 | 38:55 | 12:35 | 09:19 |
 | Force Staff | 121 | 50.21% | 80.0 | 52.07% | +4.57% | +24.60% | -25.40% | -10.49% | 28:58 | 18:51 | 26:07 | 27:58 | 30:53 | 45:51 | 04:46 | 03:31 |
 | Magic Wand | 159 | 65.98% | 78.2 | 50.31% | +1.53% | +9.69% | -2.81% | -1.07% | 12:19 | 01:59 | 06:41 | 10:27 | 18:23 | 34:00 | 11:42 | 08:40 |
 | Shadow Blade | 19 | 7.88% | 76.4 | 68.42% | +20.22% | +11.58% | -8.42% | -3.55% | 35:52 | 21:12 | 32:08 | 35:20 | 37:46 | 51:02 | 05:38 | 04:10 |
 | Arcane Boots | 25 | 10.37% | 74.5 | 64.00% | +15.85% | -14.00% | +2.67% | 0.75% | 21:36 | 07:00 | 09:13 | 21:53 | 31:22 | 53:01 | 22:09 | 16:24 |
 | Fluffy Hat | 136 | 56.43% | 72.7 | 50.00% | +0.48% | +14.71% | -14.71% | -4.63% | 22:31 | 02:24 | 19:01 | 21:40 | 25:22 | 44:01 | 06:21 | 04:42 |
 | Crystalys | 42 | 17.43% | 70.9 | 57.14% | +8.90% | -2.59% | -7.14% | -0.53% | 33:44 | 21:25 | 28:25 | 30:56 | 37:05 | 1:15:17 | 08:40 | 06:25 |
 | Silver Edge | 16 | 6.64% | 69.1 | 68.75% | +20.31% | +6.25% | -18.75% | -4.50% | 39:26 | 30:16 | 32:44 | 36:56 | 38:17 | 1:15:17 | 05:33 | 04:06 |
 | Bottle | 68 | 28.22% | 67.3 | 51.47% | +2.34% | -4.41% | +19.12% | 23.53% | 01:59 | 00:50 | 01:22 | 01:36 | 01:47 | 18:29 | 00:25 | 00:18 |
 | Tranquil Boots | 72 | 29.88% | 65.5 | 48.61% | -1.69% | +6.95% | -4.17% | -1.87% | 11:49 | 04:38 | 07:52 | 09:33 | 13:49 | 30:03 | 05:57 | 04:24 |
 | Aghanim's Scepter | 35 | 14.52% | 63.6 | 54.29% | +5.26% | -9.85% | +1.27% | 1.38% | 31:14 | 19:41 | 25:23 | 29:53 | 33:26 | 1:12:26 | 08:03 | 05:57 |
 | Power Treads | 47 | 19.50% | 61.8 | 48.94% | -1.06% | -7.27% | -15.61% | -5.62% | 08:47 | 05:36 | 06:47 | 07:27 | 08:16 | 25:44 | 01:29 | 01:05 |
 | Wind Waker | 6 | 2.49% | 60.0 | 83.33% | +34.39% | +16.67% | -83.33% | 0.00% | 47:44 | 41:03 | 41:59 | 44:52 | 50:56 | 60:27 | 08:57 | 06:37 |
 | Quelling Blade | 85 | 35.27% | 58.2 | 43.53% | -9.68% | -0.67% | -10.20% | -9.53% | 01:42 | -01:30 | -01:29 | -01:29 | -01:28 | 42:30 | 00:01 | 00:00 |
 | Ring of Protection | 16 | 6.64% | 56.4 | 56.25% | +6.92% | +18.75% | -31.25% | -1.56% | 13:28 | -01:29 | -01:29 | -01:29 | 33:33 | 43:04 | 35:02 | 25:57 |
 | Daedalus | 14 | 5.81% | 54.5 | 57.14% | +7.80% | +17.86% | +9.53% | -0.90% | 39:31 | 29:38 | 33:46 | 37:40 | 43:01 | 51:35 | 09:15 | 06:51 |
 | Boots of Travel | 7 | 2.90% | 52.7 | 71.43% | +22.28% | +28.57% | +28.57% | 0.00% | 51:00 | 32:19 | 42:18 | 54:37 | 57:01 | 1:06:31 | 14:43 | 10:54 |
 | Ghost Scepter | 18 | 7.47% | 50.9 | 50.00% | +0.22% | +30.00% | 0.00% | -5.33% | 37:32 | 28:42 | 34:18 | 36:20 | 39:56 | 46:10 | 05:38 | 04:10 |
 | Ring of Health | 10 | 4.15% | 49.1 | 60.00% | +10.65% | +40.00% | -60.00% | 0.00% | 38:18 | 24:20 | 31:43 | 39:31 | 41:50 | 49:34 | 10:07 | 07:29 |
 | Aeon Disk | 8 | 3.32% | 47.3 | 62.50% | +13.14% | +37.50% | +37.50% | 0.00% | 47:05 | 39:33 | 41:13 | 45:01 | 48:35 | 56:44 | 07:22 | 05:27 |
 | Aghanim's Shard | 12 | 4.98% | 45.5 | 50.00% | +0.22% | -16.67% | -16.67% | 0.00% | 40:51 | 17:01 | 33:17 | 38:17 | 43:40 | 1:16:20 | 10:23 | 07:41 |
 | Sange | 4 | 1.66% | 43.6 | 75.00% | +25.63% | +25.00% | +25.00% | 0.00% | 33:55 | 32:05 | 32:05 | 33:30 | 33:45 | 36:19 | 01:40 | 01:14 |
 | Heaven's Halberd | 4 | 1.66% | 41.8 | 75.00% | +25.63% | +25.00% | +25.00% | 0.00% | 35:59 | 34:39 | 34:39 | 35:48 | 35:50 | 37:37 | 01:11 | 00:52 |
 | Lotus Orb | 7 | 2.90% | 40.0 | 57.14% | +7.57% | +42.86% | -57.14% | 0.00% | 39:29 | 26:15 | 31:57 | 41:16 | 42:11 | 49:34 | 10:14 | 07:34 |
 | Boots of Bearing | 2 | 0.83% | 38.2 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 40:12 | 35:09 | 35:09 | 45:14 | 45:14 | 45:14 | 10:05 | 07:28 |
 | Octarine Core | 2 | 0.83% | 36.4 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 36:51 | 36:26 | 36:26 | 37:15 | 37:15 | 37:15 | 00:49 | 00:36 |
 | Glimmer Cape | 8 | 3.32% | 34.5 | 50.00% | +0.21% | 0.00% | -50.00% | 0.00% | 39:08 | 26:27 | 30:06 | 35:30 | 43:58 | 58:25 | 13:52 | 10:16 |
 | Assault Cuirass | 6 | 2.49% | 32.7 | 50.00% | +0.21% | +50.00% | +50.00% | 0.00% | 38:25 | 31:17 | 34:22 | 38:13 | 41:43 | 43:29 | 07:21 | 05:26 |
 | Buckler | 6 | 2.49% | 30.9 | 50.00% | +0.21% | +50.00% | +50.00% | 0.00% | 37:45 | 29:47 | 33:33 | 37:39 | 41:16 | 43:04 | 07:43 | 05:42 |
 | Linken's Sphere | 3 | 1.24% | 29.1 | 66.67% | +17.09% | -66.67% | 0.00% | 0.00% | 45:21 | 39:31 | 39:31 | 41:31 | 55:01 | 55:01 | 15:30 | 11:28 |
 | Drum of Endurance | 3 | 1.24% | 27.3 | 66.67% | +17.09% | +33.33% | 0.00% | 0.00% | 37:09 | 29:54 | 29:54 | 39:22 | 42:10 | 42:10 | 12:16 | 09:05 |
 | Aghanim's Blessing | 1 | 0.41% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:01 | 60:01 | 60:01 | 60:01 | 60:01 | 60:01 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.41% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 54:47 | 00:00 | 00:00 |
 | Bracer | 1 | 0.41% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.41% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Moon Shard | 2 | 0.83% | 18.2 | 50.00% | +0.21% | -50.00% | 0.00% | 0.00% | 45:10 | 34:41 | 34:41 | 55:38 | 55:38 | 55:38 | 20:57 | 15:31 |
 | Satanic | 2 | 0.83% | 16.4 | 50.00% | +0.21% | -50.00% | 0.00% | 0.00% | 54:31 | 46:24 | 46:24 | 1:02:38 | 1:02:38 | 1:02:38 | 16:14 | 12:01 |
 | Morbid Mask | 2 | 0.83% | 14.5 | 50.00% | +0.21% | -50.00% | 0.00% | 0.00% | 51:10 | 42:46 | 42:46 | 59:34 | 59:34 | 59:34 | 16:48 | 12:26 |
 | Wraith Band | 7 | 2.90% | 12.7 | 14.29% | -36.56% | -14.29% | +35.71% | 0.00% | 01:01 | -01:29 | -01:29 | 02:09 | 02:13 | 03:56 | 03:42 | 02:44 |
 | Nullifier | 1 | 0.41% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.41% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 0.83% | 7.3 | 0.00% | -50.21% | 0.00% | 0.00% | 0.00% | 31:42 | 29:59 | 29:59 | 33:25 | 33:25 | 33:25 | 03:26 | 02:32 |
 | Hand of Midas | 2 | 0.83% | 5.5 | 0.00% | -50.21% | 0.00% | 0.00% | 0.00% | 22:37 | 17:26 | 17:26 | 27:47 | 27:47 | 27:47 | 10:21 | 07:40 |
 | Helm of Iron Will | 1 | 0.41% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.41% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |