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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 | |
 | Diffusal Blade | 6 | 17.65% | 100.0 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 17:06 | 15:49 | 15:57 | 16:25 | 17:56 | 18:34 | 01:59 | 01:28 |
 | Ring of Basilius | 14 | 41.18% | 98.5 | 85.71% | +25.71% | -10.71% | +14.29% | 15.00% | 01:47 | -01:29 | -01:24 | 02:14 | 03:04 | 06:03 | 04:28 | 03:18 |
 | Manta Style | 28 | 82.35% | 97.0 | 75.00% | +25.00% | -3.57% | -3.57% | 0.00% | 16:09 | 12:24 | 13:46 | 15:12 | 17:00 | 35:58 | 03:14 | 02:23 |
 | Boots of Speed | 34 | 100.00% | 95.5 | 70.59% | +70.59% | -3.92% | +4.41% | 3.47% | 04:42 | 01:30 | 03:28 | 04:41 | 05:52 | 08:18 | 02:24 | 01:46 |
 | Yasha | 30 | 88.24% | 94.0 | 70.00% | -5.00% | +5.00% | -12.86% | -6.27% | 12:16 | 09:12 | 10:12 | 10:58 | 13:03 | 34:18 | 02:51 | 02:06 |
 | Magic Wand | 30 | 88.24% | 92.5 | 70.00% | -5.00% | -7.50% | +15.71% | 3.01% | 03:37 | -01:29 | -01:29 | -01:26 | 09:12 | 29:52 | 10:41 | 07:54 |
 | Aghanim's Shard | 11 | 32.35% | 91.0 | 81.82% | +16.60% | +18.18% | -15.15% | -2.16% | 35:13 | 23:02 | 26:48 | 33:48 | 42:14 | 47:46 | 15:26 | 11:25 |
 | Butterfly | 11 | 32.35% | 89.6 | 81.82% | +16.60% | -15.15% | +18.18% | 2.45% | 25:59 | 17:50 | 19:27 | 22:50 | 33:03 | 38:37 | 13:36 | 10:04 |
 | Eye of Skadi | 19 | 55.88% | 88.1 | 73.68% | +7.01% | -33.68% | -13.68% | 9.30% | 22:38 | 18:54 | 21:19 | 22:57 | 23:28 | 26:08 | 02:09 | 01:35 |
 | Power Treads | 29 | 85.29% | 86.6 | 68.97% | -11.03% | +31.03% | -11.83% | -42.86% | 06:27 | 04:13 | 05:53 | 06:27 | 06:46 | 10:17 | 00:53 | 00:39 |
 | Blink Dagger | 7 | 20.59% | 85.1 | 85.71% | +19.04% | +14.29% | -35.71% | -3.85% | 36:21 | 25:24 | 27:23 | 36:25 | 40:23 | 50:33 | 13:00 | 09:37 |
 | Phylactery | 4 | 11.76% | 83.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 07:02 | 05:20 | 05:20 | 05:26 | 06:34 | 10:48 | 01:14 | 00:54 |
 | Diadem | 4 | 11.76% | 82.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 04:23 | 02:35 | 02:35 | 03:14 | 03:49 | 07:54 | 01:14 | 00:54 |
 | Magic Stick | 16 | 47.06% | 80.6 | 68.75% | -3.47% | +6.25% | +31.25% | 17.24% | 01:56 | -01:29 | -01:29 | -01:28 | 02:56 | 11:19 | 04:25 | 03:16 |
 | Wind Lace | 19 | 55.88% | 79.1 | 63.16% | -16.84% | +16.84% | -3.16% | -5.66% | 08:45 | 05:59 | 06:39 | 08:41 | 10:11 | 12:38 | 03:32 | 02:37 |
 | Crystalys | 22 | 64.71% | 77.6 | 59.09% | -32.58% | -25.76% | -19.09% | 1.32% | 24:51 | 17:36 | 21:39 | 24:54 | 26:42 | 43:54 | 05:03 | 03:44 |
 | Wraith Band | 8 | 23.53% | 76.1 | 75.00% | +5.77% | +25.00% | +25.00% | 0.00% | 01:51 | 00:56 | 01:25 | 01:32 | 02:09 | 03:04 | 00:44 | 00:32 |
 | Black King Bar | 12 | 35.29% | 74.6 | 66.67% | -6.06% | 0.00% | 0.00% | 0.00% | 33:52 | 27:26 | 31:24 | 33:15 | 34:24 | 44:02 | 03:00 | 02:13 |
 | Fluffy Hat | 12 | 35.29% | 73.1 | 66.67% | -6.06% | +33.33% | 0.00% | -1.22% | 20:03 | 02:55 | 03:50 | 24:31 | 31:06 | 42:09 | 27:16 | 20:11 |
 | Daedalus | 12 | 35.29% | 71.6 | 66.67% | -6.06% | 0.00% | -33.34% | -13.07% | 27:42 | 23:18 | 25:41 | 27:27 | 28:14 | 36:07 | 02:33 | 01:53 |
 | Swift Blink | 3 | 8.82% | 70.1 | 100.00% | +32.26% | 0.00% | 0.00% | 0.00% | 38:40 | 34:55 | 34:55 | 37:32 | 43:34 | 43:34 | 08:39 | 06:24 |
 | Disperser | 3 | 8.82% | 68.7 | 100.00% | +32.26% | 0.00% | 0.00% | 0.00% | 35:09 | 30:17 | 30:17 | 37:33 | 37:36 | 37:36 | 07:19 | 05:25 |
 | Dragon Lance | 13 | 38.24% | 67.2 | 61.54% | -14.65% | +38.46% | -28.21% | -15.33% | 12:12 | 08:10 | 08:46 | 10:36 | 13:07 | 25:15 | 04:21 | 03:13 |
 | Quelling Blade | 11 | 32.35% | 65.7 | 63.64% | -10.27% | +36.36% | +3.03% | -33.33% | -00:19 | -01:29 | -01:29 | -01:28 | -00:12 | 04:29 | 01:17 | 00:57 |
 | Aghanim's Scepter | 5 | 14.71% | 64.2 | 80.00% | +11.03% | +20.00% | -80.00% | -7.31% | 30:41 | 19:18 | 19:18 | 22:52 | 32:59 | 58:08 | 13:41 | 10:08 |
 | Monkey King Bar | 5 | 14.71% | 62.7 | 80.00% | +11.03% | +20.00% | +20.00% | 0.00% | 39:47 | 27:36 | 27:36 | 42:33 | 43:24 | 53:57 | 15:48 | 11:42 |
 | Falcon Blade | 5 | 14.71% | 61.2 | 80.00% | +11.03% | +20.00% | +20.00% | 0.00% | 04:51 | 04:00 | 04:00 | 04:54 | 05:18 | 05:48 | 01:18 | 00:57 |
 | Hurricane Pike | 7 | 20.59% | 59.7 | 71.43% | +1.06% | -21.43% | +28.57% | 10.20% | 32:53 | 24:58 | 30:35 | 31:39 | 35:29 | 39:08 | 04:54 | 03:37 |
 | Void Stone | 6 | 17.65% | 58.2 | 66.67% | -4.76% | -16.67% | -66.67% | -2.67% | 29:36 | 16:49 | 18:36 | 28:25 | 37:19 | 47:53 | 18:43 | 13:51 |
 | Shadow Blade | 9 | 26.47% | 56.7 | 55.56% | -20.44% | +44.44% | -55.56% | -26.20% | 29:51 | 23:41 | 26:07 | 28:59 | 29:56 | 43:54 | 03:49 | 02:49 |
 | Silver Edge | 9 | 26.47% | 55.2 | 55.56% | -20.44% | -5.56% | -55.56% | -14.02% | 30:25 | 24:11 | 26:47 | 29:15 | 30:21 | 43:54 | 03:34 | 02:38 |
 | Boots of Travel 2 | 4 | 11.76% | 53.7 | 75.00% | +5.00% | +25.00% | -75.00% | -6.62% | 38:36 | 28:31 | 28:31 | 37:59 | 43:38 | 44:14 | 15:07 | 11:11 |
 | Veil of Discord | 2 | 5.88% | 52.2 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 13:32 | 12:56 | 12:56 | 14:07 | 14:07 | 14:07 | 01:11 | 00:52 |
 | Octarine Core | 2 | 5.88% | 50.7 | 100.00% | +31.25% | 0.00% | 0.00% | 0.00% | 23:52 | 18:13 | 18:13 | 29:31 | 29:31 | 29:31 | 11:18 | 08:22 |
 | Force Staff | 7 | 20.59% | 49.3 | 57.14% | -16.93% | -7.14% | -7.14% | 0.00% | 33:20 | 24:31 | 30:21 | 31:10 | 35:21 | 42:09 | 05:00 | 03:42 |
 | Javelin | 7 | 20.59% | 47.8 | 57.14% | -16.93% | +42.86% | -7.14% | -3.28% | 40:47 | 26:41 | 27:14 | 42:10 | 42:28 | 60:11 | 15:14 | 11:17 |
 | Crown | 3 | 8.82% | 46.3 | 66.67% | -4.30% | +33.33% | 0.00% | 0.00% | 24:15 | 11:59 | 11:59 | 13:31 | 47:15 | 47:15 | 35:16 | 26:07 |
 | Ring of Health | 3 | 8.82% | 44.8 | 66.67% | -4.30% | +33.33% | 0.00% | 0.00% | 22:01 | 16:49 | 16:49 | 20:49 | 28:25 | 28:25 | 11:36 | 08:35 |
 | Scythe of Vyse | 3 | 8.82% | 43.3 | 66.67% | -4.30% | +33.33% | 0.00% | 0.00% | 37:55 | 28:34 | 28:34 | 37:19 | 47:53 | 47:53 | 19:19 | 14:18 |
 | Moon Shard | 3 | 8.82% | 41.8 | 66.67% | -4.30% | +33.33% | 0.00% | 0.00% | 49:47 | 41:53 | 41:53 | 52:43 | 54:44 | 54:44 | 12:51 | 09:31 |
 | Mage Slayer | 1 | 2.94% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.94% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.94% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.94% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.94% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.94% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Buckler | 1 | 2.94% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.94% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 16:02 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.94% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 45:29 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.94% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 5.88% | 25.4 | 50.00% | -21.88% | -50.00% | 0.00% | 0.00% | 25:11 | 24:09 | 24:09 | 26:13 | 26:13 | 26:13 | 02:04 | 01:31 |
 | Aghanim's Blessing | 2 | 5.88% | 23.9 | 50.00% | -21.88% | +50.00% | 0.00% | 0.00% | 49:21 | 40:33 | 40:33 | 58:08 | 58:08 | 58:08 | 17:35 | 13:01 |
 | Drum of Endurance | 2 | 5.88% | 22.4 | 50.00% | -21.88% | +50.00% | 0.00% | 0.00% | 13:17 | 11:28 | 11:28 | 15:05 | 15:05 | 15:05 | 03:37 | 02:40 |
 | Linken's Sphere | 2 | 5.88% | 20.9 | 50.00% | -21.88% | +50.00% | 0.00% | 0.00% | 31:16 | 26:10 | 26:10 | 36:21 | 36:21 | 36:21 | 10:11 | 07:32 |
 | Nullifier | 2 | 5.88% | 19.4 | 50.00% | -21.88% | -50.00% | 0.00% | 0.00% | 27:20 | 25:44 | 25:44 | 28:55 | 28:55 | 28:55 | 03:11 | 02:21 |
 | Divine Rapier | 3 | 8.82% | 17.9 | 33.33% | -40.86% | +66.67% | 0.00% | 0.00% | 39:06 | 36:40 | 36:40 | 37:36 | 43:02 | 43:02 | 06:22 | 04:42 |
 | Cornucopia | 3 | 8.82% | 16.4 | 33.33% | -40.86% | +66.67% | 0.00% | 0.00% | 35:26 | 29:00 | 29:00 | 36:21 | 40:58 | 40:58 | 11:58 | 08:51 |
 | Blight Stone | 1 | 2.94% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:59 | 15:59 | 15:59 | 15:59 | 15:59 | 15:59 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.94% | 13.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:21 | 47:21 | 47:21 | 47:21 | 47:21 | 47:21 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.94% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.94% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.94% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.94% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Sange | 1 | 2.94% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.94% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.94% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.94% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |