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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 | 21.43% | 100.0 | 100.00% | +36.36% | 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 | 50.00% | 98.5 | 85.71% | +28.57% | -10.71% | +14.29% | 15.00% | 01:47 | -01:29 | -01:24 | 02:14 | 03:04 | 06:03 | 04:28 | 03:18 |
 | Wraith Band | 5 | 17.86% | 96.9 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 01:55 | 00:56 | 00:56 | 01:32 | 02:40 | 03:04 | 01:44 | 01:17 |
 | Manta Style | 23 | 82.14% | 95.4 | 73.91% | +13.91% | -7.24% | -7.24% | 0.00% | 16:06 | 12:24 | 13:36 | 15:12 | 16:14 | 35:58 | 02:38 | 01:57 |
 | Boots of Speed | 28 | 100.00% | 93.8 | 71.43% | +71.43% | -14.29% | +14.28% | 12.60% | 04:52 | 01:30 | 03:36 | 04:53 | 05:52 | 08:18 | 02:16 | 01:40 |
 | Yasha | 24 | 85.71% | 92.3 | 70.83% | -4.17% | -4.16% | -4.16% | 0.00% | 12:09 | 09:12 | 10:05 | 10:33 | 11:51 | 34:18 | 01:46 | 01:18 |
 | Power Treads | 23 | 82.14% | 90.8 | 69.57% | -10.43% | +13.76% | -2.90% | -16.66% | 06:35 | 04:38 | 06:05 | 06:33 | 06:46 | 10:17 | 00:41 | 00:30 |
 | Magic Wand | 25 | 89.29% | 89.2 | 68.00% | -32.00% | +32.00% | +15.33% | -6.06% | 02:04 | -01:29 | -01:29 | -01:28 | 04:14 | 12:37 | 05:43 | 04:14 |
 | Butterfly | 10 | 35.71% | 87.7 | 80.00% | +13.33% | -13.33% | +20.00% | 2.45% | 24:44 | 17:50 | 19:27 | 21:39 | 33:03 | 35:04 | 13:36 | 10:04 |
 | Diadem | 4 | 14.29% | 86.2 | 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 |
 | Phylactery | 4 | 14.29% | 84.6 | 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 |
 | Wind Lace | 16 | 57.14% | 83.1 | 68.75% | -6.25% | +6.25% | +6.25% | 0.00% | 08:21 | 05:59 | 06:38 | 07:49 | 10:00 | 10:45 | 03:22 | 02:29 |
 | Aghanim's Shard | 9 | 32.14% | 81.5 | 77.78% | +9.36% | +22.22% | -27.78% | -2.72% | 34:05 | 23:02 | 23:51 | 33:48 | 42:14 | 44:31 | 18:23 | 13:37 |
 | Eye of Skadi | 15 | 53.57% | 80.0 | 66.67% | -10.25% | -16.67% | -16.67% | 0.00% | 22:30 | 18:54 | 20:51 | 22:56 | 23:26 | 26:08 | 02:35 | 01:54 |
 | Disperser | 3 | 10.71% | 78.5 | 100.00% | +32.00% | 0.00% | 0.00% | 0.00% | 35:09 | 30:17 | 30:17 | 37:33 | 37:36 | 37:36 | 07:19 | 05:25 |
 | Crystalys | 17 | 60.71% | 76.9 | 58.82% | -32.09% | -8.82% | -33.82% | -4.95% | 25:17 | 20:29 | 21:39 | 24:54 | 26:42 | 43:54 | 05:03 | 03:44 |
 | Black King Bar | 11 | 39.29% | 75.4 | 63.64% | -12.83% | +3.03% | -30.31% | -11.91% | 33:16 | 27:26 | 31:24 | 33:15 | 34:12 | 44:02 | 02:48 | 02:04 |
 | Magic Stick | 11 | 39.29% | 73.8 | 63.64% | -12.83% | -30.31% | +36.36% | 45.98% | 02:09 | -01:29 | -01:29 | -01:25 | 02:56 | 11:19 | 04:25 | 03:16 |
 | Fluffy Hat | 9 | 32.14% | 72.3 | 66.67% | -7.01% | +33.33% | -66.67% | -3.71% | 16:37 | 02:55 | 03:22 | 04:40 | 30:21 | 42:09 | 26:59 | 19:59 |
 | Falcon Blade | 5 | 17.86% | 70.8 | 80.00% | +10.43% | +20.00% | +20.00% | 0.00% | 04:51 | 04:00 | 04:00 | 04:54 | 05:18 | 05:48 | 01:18 | 00:57 |
 | Blink Dagger | 5 | 17.86% | 69.2 | 80.00% | +10.43% | +20.00% | +20.00% | 0.00% | 37:44 | 27:23 | 27:23 | 36:25 | 40:48 | 50:33 | 13:25 | 09:56 |
 | Quelling Blade | 7 | 25.00% | 67.7 | 71.43% | 0.00% | -21.43% | +28.57% | 50.00% | 00:21 | -01:29 | -01:29 | -00:12 | 00:06 | 04:29 | 01:35 | 01:10 |
 | Daedalus | 10 | 35.71% | 66.2 | 60.00% | -17.78% | +6.67% | -10.00% | -5.44% | 27:39 | 23:18 | 25:41 | 26:14 | 28:45 | 36:07 | 03:04 | 02:16 |
 | Void Stone | 6 | 21.43% | 64.6 | 66.67% | -6.06% | -16.67% | -66.67% | -2.67% | 29:36 | 16:49 | 18:36 | 28:25 | 37:19 | 47:53 | 18:43 | 13:51 |
 | Aghanim's Scepter | 4 | 14.29% | 63.1 | 75.00% | +4.17% | +25.00% | -75.00% | -28.04% | 30:07 | 19:18 | 19:18 | 20:10 | 22:52 | 58:08 | 03:34 | 02:38 |
 | Monkey King Bar | 4 | 14.29% | 61.5 | 75.00% | +4.17% | +25.00% | +25.00% | 0.00% | 36:15 | 27:36 | 27:36 | 31:25 | 42:33 | 43:24 | 14:57 | 11:04 |
 | Boots of Travel 2 | 4 | 14.29% | 60.0 | 75.00% | +4.17% | +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 | 7.14% | 58.5 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 13:32 | 12:56 | 12:56 | 14:07 | 14:07 | 14:07 | 01:11 | 00:52 |
 | Swift Blink | 2 | 7.14% | 56.9 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 36:14 | 34:55 | 34:55 | 37:32 | 37:32 | 37:32 | 02:37 | 01:56 |
 | Octarine Core | 2 | 7.14% | 55.4 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 23:52 | 18:13 | 18:13 | 29:31 | 29:31 | 29:31 | 11:18 | 08:22 |
 | Silver Edge | 7 | 25.00% | 53.8 | 57.14% | -19.05% | -7.14% | -57.14% | -14.02% | 30:44 | 24:11 | 26:47 | 28:58 | 30:21 | 43:54 | 03:34 | 02:38 |
 | Shadow Blade | 7 | 25.00% | 52.3 | 57.14% | -19.05% | +42.86% | -57.14% | -26.20% | 30:04 | 23:41 | 26:07 | 28:10 | 29:56 | 43:54 | 03:49 | 02:49 |
 | Dragon Lance | 8 | 28.57% | 50.8 | 50.00% | -30.00% | -50.00% | 0.00% | 11.90% | 13:52 | 09:01 | 10:07 | 12:22 | 14:19 | 25:15 | 04:12 | 03:06 |
 | Javelin | 6 | 21.43% | 49.2 | 50.00% | -27.27% | +50.00% | -50.00% | -6.56% | 38:38 | 26:41 | 27:14 | 33:06 | 42:28 | 60:11 | 15:14 | 11:17 |
 | Ring of Health | 3 | 10.71% | 47.7 | 66.67% | -5.33% | +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 | 10.71% | 46.2 | 66.67% | -5.33% | +33.33% | 0.00% | 0.00% | 37:55 | 28:34 | 28:34 | 37:19 | 47:53 | 47:53 | 19:19 | 14:18 |
 | Crown | 3 | 10.71% | 44.6 | 66.67% | -5.33% | +33.33% | 0.00% | 0.00% | 24:15 | 11:59 | 11:59 | 13:31 | 47:15 | 47:15 | 35:16 | 26:07 |
 | Hurricane Pike | 3 | 10.71% | 43.1 | 66.67% | -5.33% | +33.33% | 0.00% | 0.00% | 33:37 | 30:35 | 30:35 | 31:07 | 39:08 | 39:08 | 08:33 | 06:20 |
 | Force Staff | 4 | 14.29% | 41.5 | 50.00% | -25.00% | +50.00% | -50.00% | -11.98% | 35:35 | 30:21 | 30:21 | 31:07 | 38:42 | 42:09 | 08:21 | 06:11 |
 | Mage Slayer | 1 | 3.57% | 40.0 | 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 |
 | Bloodthorn | 1 | 3.57% | 38.5 | 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 |
 | Ring of Protection | 1 | 3.57% | 36.9 | 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 | 3.57% | 35.4 | 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 |
 | Boots of Travel | 1 | 3.57% | 33.8 | 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 |
 | Boots of Bearing | 1 | 3.57% | 32.3 | 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 |
 | Vladmir's Offering | 1 | 3.57% | 30.8 | 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 |
 | Buckler | 1 | 3.57% | 29.2 | 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 | 3.57% | 27.7 | 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 |
 | Morbid Mask | 1 | 3.57% | 26.2 | 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 |
 | Nullifier | 2 | 7.14% | 24.6 | 50.00% | -23.08% | -50.00% | 0.00% | 0.00% | 27:20 | 25:44 | 25:44 | 28:55 | 28:55 | 28:55 | 03:11 | 02:21 |
 | Drum of Endurance | 2 | 7.14% | 23.1 | 50.00% | -23.08% | +50.00% | 0.00% | 0.00% | 13:17 | 11:28 | 11:28 | 15:05 | 15:05 | 15:05 | 03:37 | 02:40 |
 | Helm of Iron Will | 2 | 7.14% | 21.5 | 50.00% | -23.08% | -50.00% | 0.00% | 0.00% | 25:11 | 24:09 | 24:09 | 26:13 | 26:13 | 26:13 | 02:04 | 01:31 |
 | Moon Shard | 2 | 7.14% | 20.0 | 50.00% | -23.08% | +50.00% | 0.00% | 0.00% | 48:19 | 41:53 | 41:53 | 54:44 | 54:44 | 54:44 | 12:51 | 09:31 |
 | Divine Rapier | 2 | 7.14% | 18.5 | 50.00% | -23.08% | +50.00% | 0.00% | 0.00% | 39:51 | 36:40 | 36:40 | 43:02 | 43:02 | 43:02 | 06:22 | 04:42 |
 | Linken's Sphere | 2 | 7.14% | 16.9 | 50.00% | -23.08% | +50.00% | 0.00% | 0.00% | 31:16 | 26:10 | 26:10 | 36:21 | 36:21 | 36:21 | 10:11 | 07:32 |
 | Cornucopia | 3 | 10.71% | 15.4 | 33.33% | -42.67% | +66.67% | 0.00% | 0.00% | 35:26 | 29:00 | 29:00 | 36:21 | 40:58 | 40:58 | 11:58 | 08:51 |
 | Aghanim's Blessing | 1 | 3.57% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 58:08 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.57% | 12.3 | 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 | 3.57% | 10.8 | 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 |
 | Medallion of Courage | 1 | 3.57% | 9.2 | 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 | 3.57% | 7.7 | 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 | 3.57% | 6.2 | 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 |
 | Chainmail | 1 | 3.57% | 4.6 | 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 | 3.57% | 3.1 | 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 |
 | Lotus Orb | 1 | 3.57% | 1.5 | 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 |