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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 | |
 | Daedalus | 73 | 37.82% | 100.0 | 72.60% | +27.60% | +21.84% | -11.49% | -3.44% | 31:24 | 22:13 | 25:44 | 30:51 | 35:26 | 48:28 | 09:42 | 07:11 |
 | Linken's Sphere | 36 | 18.65% | 98.7 | 75.00% | +24.04% | +2.78% | -19.44% | -2.70% | 33:00 | 19:16 | 28:31 | 33:30 | 36:44 | 46:18 | 08:13 | 06:05 |
 | Scythe of Vyse | 18 | 9.33% | 97.4 | 83.33% | +30.76% | +16.67% | -33.33% | -22.56% | 34:53 | 29:07 | 33:32 | 35:02 | 35:45 | 39:49 | 02:13 | 01:38 |
 | Crystalys | 124 | 64.25% | 96.1 | 63.71% | +23.13% | +7.26% | -2.42% | -1.10% | 27:33 | 17:02 | 22:25 | 26:50 | 31:14 | 47:29 | 08:49 | 06:31 |
 | Eye of Skadi | 117 | 60.62% | 94.7 | 63.25% | +19.83% | +12.61% | -8.08% | -2.48% | 25:30 | 18:00 | 20:41 | 24:23 | 29:02 | 49:58 | 08:21 | 06:11 |
 | Cornucopia | 38 | 19.69% | 93.4 | 71.05% | +19.44% | -1.05% | -26.61% | -2.66% | 33:18 | 16:57 | 27:49 | 33:00 | 37:25 | 52:55 | 09:36 | 07:06 |
 | Void Stone | 19 | 9.84% | 92.1 | 78.95% | +26.08% | +1.05% | -18.95% | -5.13% | 33:25 | 23:53 | 31:11 | 34:28 | 35:05 | 39:49 | 03:54 | 02:53 |
 | Hurricane Pike | 29 | 15.03% | 90.8 | 72.41% | +19.97% | -15.27% | -29.55% | -1.19% | 30:32 | 17:54 | 23:03 | 30:56 | 35:06 | 1:06:46 | 12:03 | 08:55 |
 | Aghanim's Shard | 53 | 27.46% | 89.5 | 66.04% | +14.61% | +18.58% | -27.58% | -5.61% | 38:43 | 16:50 | 34:31 | 37:58 | 42:45 | 54:32 | 08:14 | 06:05 |
 | Butterfly | 138 | 71.50% | 88.2 | 60.14% | +16.50% | +14.15% | -7.20% | -5.25% | 22:06 | 16:20 | 19:24 | 20:52 | 23:28 | 51:22 | 04:04 | 03:00 |
 | Manta Style | 182 | 94.30% | 86.8 | 57.14% | +29.87% | +3.73% | -14.92% | -10.86% | 14:32 | 11:24 | 13:23 | 14:15 | 15:06 | 23:54 | 01:43 | 01:16 |
 | Power Treads | 181 | 93.78% | 85.5 | 56.91% | +23.58% | +0.87% | -14.69% | -12.79% | 06:25 | 04:12 | 05:41 | 06:21 | 06:54 | 12:04 | 01:13 | 00:54 |
 | Yasha | 183 | 94.82% | 84.2 | 56.83% | +26.83% | +10.56% | -9.00% | -11.98% | 10:50 | 07:54 | 09:46 | 10:32 | 11:24 | 23:52 | 01:38 | 01:12 |
 | Magic Wand | 178 | 92.23% | 82.9 | 56.18% | +9.51% | +6.04% | -3.91% | -4.70% | 01:37 | -01:30 | -01:29 | -01:28 | 03:36 | 21:11 | 05:05 | 03:45 |
 | Boots of Speed | 193 | 100.00% | 81.6 | 55.44% | +55.44% | +7.06% | -11.69% | -8.72% | 04:40 | 01:46 | 03:22 | 04:23 | 05:31 | 17:25 | 02:09 | 01:35 |
 | Force Staff | 33 | 17.10% | 80.3 | 66.67% | +13.54% | -29.17% | -4.17% | 1.91% | 27:22 | 15:50 | 21:30 | 25:37 | 34:35 | 43:51 | 13:05 | 09:41 |
 | Moon Shard | 16 | 8.29% | 78.9 | 75.00% | +21.33% | +25.00% | -25.00% | -2.27% | 40:35 | 24:52 | 28:53 | 41:21 | 50:57 | 60:04 | 22:04 | 16:20 |
 | Dragon Lance | 47 | 24.35% | 77.6 | 61.70% | +8.28% | -3.37% | -3.37% | 0.00% | 21:40 | 09:17 | 16:20 | 20:38 | 23:53 | 43:48 | 07:33 | 05:35 |
 | Fluffy Hat | 38 | 19.69% | 76.3 | 63.16% | +9.61% | -33.16% | +3.51% | 2.11% | 23:11 | 03:06 | 15:44 | 24:02 | 33:09 | 43:51 | 17:25 | 12:54 |
 | Wind Lace | 73 | 37.82% | 75.0 | 57.53% | +3.36% | +14.69% | -24.20% | -8.33% | 10:24 | 04:34 | 07:14 | 09:45 | 11:54 | 31:30 | 04:40 | 03:27 |
 | Ring of Basilius | 117 | 60.62% | 73.7 | 54.70% | -1.88% | +10.82% | -2.98% | -10.22% | 02:08 | -01:29 | 01:32 | 01:57 | 02:53 | 07:23 | 01:21 | 01:00 |
 | Magic Stick | 90 | 46.63% | 72.4 | 55.56% | +0.22% | +14.01% | -1.01% | -15.02% | 00:17 | -01:30 | -01:29 | -01:29 | -01:22 | 20:27 | 00:07 | 00:05 |
 | Quelling Blade | 27 | 13.99% | 71.1 | 62.96% | +8.74% | +37.04% | -20.10% | -57.14% | -01:05 | -01:30 | -01:29 | -01:29 | -01:28 | 02:28 | 00:01 | 00:00 |
 | Shadow Blade | 42 | 21.76% | 69.7 | 57.14% | +2.17% | +6.50% | +2.86% | -0.57% | 29:57 | 22:40 | 26:19 | 30:09 | 32:44 | 41:34 | 06:25 | 04:45 |
 | Blink Dagger | 32 | 16.58% | 68.4 | 59.38% | +4.72% | +15.62% | -9.38% | -1.93% | 36:49 | 24:07 | 30:27 | 35:54 | 43:25 | 52:17 | 12:58 | 09:36 |
 | Silver Edge | 44 | 22.80% | 67.1 | 54.55% | -1.15% | +18.18% | -18.19% | -5.90% | 31:22 | 23:36 | 28:02 | 30:45 | 34:12 | 44:43 | 06:10 | 04:34 |
 | Aghanim's Blessing | 15 | 7.77% | 65.8 | 66.67% | +12.18% | -16.67% | +8.33% | 2.96% | 47:03 | 40:27 | 41:36 | 48:18 | 50:02 | 58:31 | 08:26 | 06:14 |
 | Monkey King Bar | 55 | 28.50% | 64.5 | 50.91% | -6.34% | +6.23% | +6.23% | 0.00% | 30:43 | 21:04 | 26:39 | 30:04 | 33:35 | 43:15 | 06:56 | 05:08 |
 | Disperser | 6 | 3.11% | 63.2 | 83.33% | +28.78% | +16.67% | +16.67% | 0.00% | 36:36 | 30:25 | 31:58 | 35:23 | 38:17 | 45:57 | 06:19 | 04:40 |
 | Black King Bar | 48 | 24.87% | 61.8 | 47.92% | -10.01% | +10.41% | -14.59% | -2.24% | 35:56 | 23:15 | 29:44 | 34:22 | 40:53 | 55:55 | 11:09 | 08:15 |
 | Javelin | 66 | 34.20% | 60.5 | 45.45% | -15.18% | +1.61% | +4.55% | 0.34% | 29:35 | 19:24 | 25:39 | 28:44 | 34:18 | 44:34 | 08:39 | 06:24 |
 | Aghanim's Scepter | 26 | 13.47% | 59.2 | 53.85% | -1.84% | +3.29% | -3.85% | -0.37% | 38:40 | 15:39 | 29:07 | 40:14 | 48:18 | 58:31 | 19:11 | 14:12 |
 | Wraith Band | 33 | 17.10% | 57.9 | 48.48% | -8.40% | +26.52% | +1.52% | -15.96% | 03:08 | 00:35 | 01:42 | 02:29 | 03:16 | 20:10 | 01:34 | 01:09 |
 | Swift Blink | 24 | 12.44% | 56.6 | 50.00% | -6.21% | +16.67% | 0.00% | -1.38% | 41:55 | 29:50 | 35:41 | 41:41 | 47:45 | 55:28 | 12:04 | 08:56 |
 | Boots of Travel | 5 | 2.59% | 55.3 | 80.00% | +25.21% | -80.00% | +20.00% | 0.00% | 41:41 | 25:32 | 25:32 | 44:49 | 46:49 | 48:36 | 21:17 | 15:45 |
 | Diffusal Blade | 20 | 10.36% | 53.9 | 45.00% | -11.65% | +15.00% | -5.00% | -3.39% | 22:09 | 15:48 | 16:37 | 17:33 | 22:31 | 45:40 | 05:54 | 04:22 |
 | Phylactery | 10 | 5.18% | 52.6 | 50.00% | -5.74% | +50.00% | -50.00% | 0.00% | 10:02 | 07:03 | 07:58 | 08:27 | 10:57 | 17:03 | 02:59 | 02:12 |
 | Diadem | 10 | 5.18% | 51.3 | 50.00% | -5.74% | +16.67% | -50.00% | 0.00% | 06:40 | 02:32 | 04:35 | 05:01 | 10:22 | 11:54 | 05:47 | 04:17 |
 | Orchid Malevolence | 2 | 1.04% | 50.0 | 100.00% | +45.03% | 0.00% | 0.00% | 0.00% | 28:57 | 17:31 | 17:31 | 40:23 | 40:23 | 40:23 | 22:52 | 16:56 |
 | Dagon | 2 | 1.04% | 48.7 | 100.00% | +45.03% | 0.00% | 0.00% | 0.00% | 35:15 | 34:34 | 34:34 | 35:56 | 35:56 | 35:56 | 01:22 | 01:00 |
 | Nullifier | 12 | 6.22% | 47.4 | 41.67% | -14.68% | +25.00% | -8.34% | -3.44% | 30:24 | 23:26 | 24:14 | 30:14 | 33:56 | 41:08 | 09:42 | 07:11 |
 | Helm of Iron Will | 12 | 6.22% | 46.1 | 41.67% | -14.68% | +25.00% | -41.67% | -6.90% | 29:46 | 21:53 | 23:59 | 29:33 | 33:39 | 41:04 | 09:40 | 07:09 |
 | Falcon Blade | 6 | 3.11% | 44.7 | 50.00% | -5.61% | 0.00% | -50.00% | 0.00% | 05:10 | 03:59 | 04:06 | 04:51 | 06:11 | 06:15 | 02:05 | 01:32 |
 | Mage Slayer | 3 | 1.55% | 43.4 | 66.67% | +11.41% | +33.33% | 0.00% | 0.00% | 33:53 | 21:21 | 21:21 | 27:53 | 52:26 | 52:26 | 31:05 | 23:01 |
 | Boots of Travel 2 | 3 | 1.55% | 42.1 | 66.67% | +11.41% | +33.33% | 0.00% | 0.00% | 51:47 | 45:04 | 45:04 | 45:50 | 1:04:28 | 1:04:28 | 19:24 | 14:22 |
 | Mjollnir | 9 | 4.66% | 40.8 | 33.33% | -23.19% | -33.33% | -33.33% | 0.00% | 36:21 | 28:11 | 29:07 | 35:39 | 40:42 | 46:53 | 11:35 | 08:34 |
 | Dagon (level 2) | 1 | 0.52% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.52% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.52% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 0.52% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.52% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.52% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.52% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Satanic | 1 | 0.52% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 00:00 | 00:00 |
 | Bottle | 1 | 0.52% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.52% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 29:02 | 00:00 | 00:00 |
 | Maelstrom | 12 | 6.22% | 26.3 | 25.00% | -32.46% | +8.33% | -25.00% | -3.34% | 33:59 | 25:39 | 28:11 | 33:24 | 38:10 | 44:34 | 09:59 | 07:23 |
 | Arcane Boots | 7 | 3.63% | 25.0 | 28.57% | -27.88% | +21.43% | +21.43% | 0.00% | 18:42 | 09:49 | 10:13 | 12:04 | 16:12 | 46:17 | 05:59 | 04:25 |
 | Ring of Health | 2 | 1.04% | 23.7 | 50.00% | -5.50% | +50.00% | 0.00% | 0.00% | 36:58 | 27:01 | 27:01 | 46:55 | 46:55 | 46:55 | 19:54 | 14:44 |
 | Hand of Midas | 2 | 1.04% | 22.4 | 50.00% | -5.50% | +50.00% | 0.00% | 0.00% | 34:14 | 08:54 | 08:54 | 59:33 | 59:33 | 59:33 | 50:39 | 37:31 |
 | Divine Rapier | 13 | 6.74% | 21.1 | 15.38% | -42.95% | -15.38% | -15.38% | 0.00% | 47:33 | 38:36 | 41:30 | 45:58 | 52:54 | 58:55 | 11:24 | 08:26 |
 | Crown | 3 | 1.55% | 19.7 | 33.33% | -22.46% | +66.67% | 0.00% | 0.00% | 21:24 | 17:26 | 17:26 | 19:45 | 27:01 | 27:01 | 09:35 | 07:05 |
 | Medallion of Courage | 3 | 1.55% | 18.4 | 33.33% | -22.46% | -33.33% | 0.00% | 0.00% | 19:35 | 17:07 | 17:07 | 17:26 | 24:13 | 24:13 | 07:06 | 05:15 |
 | Refresher Orb | 3 | 1.55% | 17.1 | 33.33% | -22.46% | -33.33% | 0.00% | 0.00% | 51:50 | 50:12 | 50:12 | 52:22 | 52:55 | 52:55 | 02:43 | 02:00 |
 | Solar Crest | 3 | 1.55% | 15.8 | 33.33% | -22.46% | +66.67% | 0.00% | 0.00% | 23:20 | 19:32 | 19:32 | 23:08 | 27:21 | 27:21 | 07:49 | 05:47 |
 | Blight Stone | 4 | 2.07% | 14.5 | 25.00% | -31.08% | -25.00% | -25.00% | 0.00% | 25:24 | 17:07 | 17:07 | 17:26 | 23:45 | 43:19 | 06:38 | 04:54 |
 | Chainmail | 4 | 2.07% | 13.2 | 25.00% | -31.08% | -25.00% | -25.00% | 0.00% | 16:28 | 08:41 | 08:41 | 16:48 | 17:26 | 22:55 | 08:45 | 06:28 |
 | Boots of Bearing | 2 | 1.04% | 11.8 | 0.00% | -56.02% | 0.00% | 0.00% | 0.00% | 35:39 | 26:04 | 26:04 | 45:13 | 45:13 | 45:13 | 19:09 | 14:11 |
 | Heaven's Halberd | 1 | 0.52% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.52% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 49:02 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.04% | 7.9 | 0.00% | -56.02% | 0.00% | 0.00% | 0.00% | 33:00 | 20:46 | 20:46 | 45:13 | 45:13 | 45:13 | 24:27 | 18:06 |
 | Desolator | 1 | 0.52% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 43:19 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.52% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.52% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 11:49 | 00:00 | 00:00 |
 | Sange | 1 | 0.52% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Drum of Endurance | 3 | 1.55% | 1.3 | 0.00% | -56.32% | 0.00% | 0.00% | 0.00% | 22:22 | 17:46 | 17:46 | 18:44 | 30:37 | 30:37 | 12:51 | 09:31 |