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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 | |
 | Hurricane Pike | 55 | 16.57% | 100.0 | 74.55% | +23.29% | -3.12% | -24.55% | -1.97% | 31:06 | 16:17 | 24:13 | 30:56 | 35:06 | 1:06:46 | 10:53 | 08:03 |
 | Daedalus | 108 | 32.53% | 98.8 | 69.44% | +21.23% | +15.75% | -10.18% | -3.19% | 31:39 | 22:13 | 26:13 | 29:49 | 34:20 | 2:06:51 | 08:07 | 06:00 |
 | Force Staff | 58 | 17.47% | 97.6 | 70.69% | +18.87% | -17.36% | -13.55% | 0.33% | 28:39 | 15:34 | 23:06 | 27:44 | 34:37 | 50:38 | 11:31 | 08:31 |
 | Fluffy Hat | 68 | 20.48% | 96.4 | 69.12% | +17.60% | -16.18% | -4.41% | 0.73% | 24:11 | 02:55 | 15:55 | 24:45 | 31:59 | 50:13 | 16:04 | 11:54 |
 | Scythe of Vyse | 24 | 7.23% | 95.2 | 79.17% | +25.92% | +20.83% | -29.17% | -13.22% | 35:35 | 28:34 | 33:32 | 35:05 | 37:19 | 47:53 | 03:47 | 02:48 |
 | Linken's Sphere | 50 | 15.06% | 94.0 | 70.00% | +17.52% | -0.77% | -20.00% | -2.12% | 32:45 | 19:16 | 27:56 | 33:30 | 37:00 | 46:18 | 09:04 | 06:42 |
 | Void Stone | 31 | 9.34% | 92.8 | 74.19% | +21.03% | +0.81% | -24.19% | -4.66% | 33:15 | 16:49 | 30:14 | 34:35 | 35:36 | 47:53 | 05:22 | 03:58 |
 | Blink Dagger | 56 | 16.87% | 91.6 | 67.86% | +15.32% | +10.71% | -10.72% | -1.95% | 37:36 | 24:07 | 30:27 | 35:54 | 41:26 | 1:57:39 | 10:59 | 08:08 |
 | Butterfly | 221 | 66.57% | 90.4 | 59.73% | +13.78% | +13.00% | -3.37% | -3.15% | 23:05 | 16:20 | 19:40 | 21:04 | 24:52 | 51:22 | 05:12 | 03:51 |
 | Eye of Skadi | 202 | 60.84% | 89.2 | 59.90% | +12.21% | +10.69% | -1.90% | -2.32% | 24:44 | 18:00 | 21:19 | 23:29 | 26:44 | 49:58 | 05:25 | 04:00 |
 | Crystalys | 210 | 63.25% | 88.0 | 59.52% | +11.98% | +8.40% | -7.60% | -2.00% | 27:21 | 16:27 | 22:46 | 26:34 | 30:46 | 47:29 | 08:00 | 05:55 |
 | Wind Lace | 126 | 37.95% | 86.7 | 61.11% | +9.65% | +13.89% | -19.17% | -8.94% | 10:06 | 04:34 | 07:45 | 09:45 | 11:27 | 31:30 | 03:42 | 02:44 |
 | Aghanim's Shard | 90 | 27.11% | 85.5 | 62.22% | +9.74% | +20.39% | -25.86% | -4.75% | 38:41 | 16:50 | 34:03 | 38:19 | 43:47 | 54:32 | 09:44 | 07:12 |
 | Manta Style | 312 | 93.98% | 84.3 | 56.41% | +21.41% | +10.26% | -11.54% | -10.38% | 14:59 | 11:24 | 13:34 | 14:32 | 15:40 | 35:58 | 02:06 | 01:33 |
 | Disperser | 10 | 3.01% | 83.1 | 90.00% | +35.96% | +10.00% | +10.00% | 0.00% | 36:27 | 30:17 | 31:58 | 37:33 | 38:17 | 45:57 | 06:19 | 04:40 |
 | Dragon Lance | 91 | 27.41% | 81.9 | 61.54% | +8.84% | -0.67% | -5.02% | -0.40% | 18:58 | 08:10 | 12:54 | 17:37 | 23:53 | 43:48 | 10:59 | 08:08 |
 | Magic Wand | 307 | 92.47% | 80.7 | 55.70% | +7.70% | -1.15% | +2.74% | 1.31% | 02:10 | -01:30 | -01:29 | 00:41 | 04:27 | 29:52 | 05:56 | 04:23 |
 | Yasha | 317 | 95.48% | 79.5 | 55.52% | +8.85% | +7.77% | -9.95% | -10.32% | 11:10 | 07:54 | 10:01 | 10:46 | 11:44 | 34:18 | 01:43 | 01:16 |
 | Power Treads | 314 | 94.58% | 78.3 | 55.41% | +5.41% | +6.62% | -11.82% | -14.18% | 06:29 | 04:12 | 05:45 | 06:24 | 07:03 | 12:04 | 01:18 | 00:57 |
 | Boots of Speed | 332 | 100.00% | 77.1 | 55.12% | +55.12% | +7.53% | -10.54% | -8.89% | 04:38 | 01:30 | 03:29 | 04:31 | 05:31 | 17:25 | 02:02 | 01:30 |
 | Quelling Blade | 74 | 22.29% | 75.9 | 62.16% | +9.06% | -9.53% | -6.60% | 2.93% | -00:47 | -01:30 | -01:29 | -01:29 | -01:24 | 05:55 | 00:05 | 00:03 |
 | Cornucopia | 51 | 15.36% | 74.7 | 64.71% | +11.33% | +12.21% | -26.25% | -4.07% | 34:27 | 16:35 | 27:32 | 33:13 | 36:59 | 1:40:59 | 09:27 | 07:00 |
 | Magic Stick | 169 | 50.90% | 73.5 | 55.62% | +1.02% | +3.90% | -3.24% | -7.14% | 00:23 | -01:30 | -01:29 | -01:29 | 00:51 | 20:27 | 02:20 | 01:43 |
 | Swift Blink | 40 | 12.05% | 72.3 | 65.00% | +11.23% | +15.00% | -15.00% | -2.67% | 42:15 | 29:50 | 35:17 | 38:25 | 46:32 | 1:57:52 | 11:15 | 08:20 |
 | Ring of Basilius | 196 | 59.04% | 71.1 | 54.59% | -1.29% | +4.59% | +4.59% | 0.00% | 02:10 | -01:29 | 01:37 | 01:59 | 02:48 | 07:23 | 01:11 | 00:52 |
 | Wraith Band | 66 | 19.88% | 69.9 | 54.55% | -0.71% | +16.04% | -4.55% | -14.53% | 02:42 | -01:29 | 01:38 | 02:19 | 03:03 | 20:10 | 01:25 | 01:02 |
 | Moon Shard | 27 | 8.13% | 68.7 | 62.96% | +8.53% | +22.75% | -20.10% | -2.04% | 44:17 | 24:52 | 31:45 | 46:00 | 52:43 | 60:44 | 20:58 | 15:31 |
 | Monkey King Bar | 87 | 26.20% | 67.5 | 51.72% | -4.61% | +7.37% | -10.81% | -2.28% | 32:36 | 21:04 | 27:04 | 30:35 | 35:02 | 1:14:57 | 07:58 | 05:54 |
 | Silver Edge | 88 | 26.51% | 66.3 | 51.14% | -5.42% | +12.50% | -23.87% | -5.95% | 31:18 | 19:06 | 28:17 | 30:43 | 34:24 | 44:43 | 06:07 | 04:31 |
 | Shadow Blade | 89 | 26.81% | 65.1 | 50.56% | -6.23% | +3.99% | -14.20% | -2.90% | 30:06 | 18:37 | 26:33 | 29:12 | 32:49 | 43:54 | 06:16 | 04:38 |
 | Black King Bar | 92 | 27.71% | 63.9 | 50.00% | -7.08% | +10.87% | -15.22% | -2.52% | 36:08 | 23:15 | 30:18 | 33:45 | 40:40 | 1:16:03 | 10:22 | 07:40 |
 | Diffusal Blade | 29 | 8.73% | 62.7 | 58.62% | +3.83% | +12.81% | -1.48% | -3.08% | 21:12 | 12:46 | 16:25 | 17:55 | 21:03 | 45:40 | 04:38 | 03:25 |
 | Boots of Travel | 7 | 2.11% | 61.4 | 85.71% | +31.25% | -35.71% | +14.29% | 0.00% | 39:27 | 25:32 | 26:01 | 42:40 | 44:49 | 48:36 | 18:48 | 13:55 |
 | Aghanim's Scepter | 43 | 12.95% | 60.2 | 53.49% | -1.87% | +10.15% | -8.04% | -1.02% | 38:19 | 15:39 | 29:07 | 38:24 | 46:52 | 1:08:38 | 17:45 | 13:08 |
 | Phylactery | 15 | 4.52% | 59.0 | 66.67% | +12.10% | +33.33% | -16.67% | -20.13% | 09:02 | 05:20 | 07:03 | 08:07 | 09:32 | 17:03 | 02:29 | 01:50 |
 | Diadem | 15 | 4.52% | 57.8 | 66.67% | +12.10% | +33.33% | -16.67% | -21.58% | 05:54 | 02:32 | 03:49 | 04:44 | 06:08 | 11:54 | 02:19 | 01:42 |
 | Javelin | 103 | 31.02% | 56.6 | 45.63% | -13.76% | +8.22% | -7.17% | -1.64% | 31:23 | 16:54 | 25:37 | 28:57 | 35:00 | 1:14:50 | 09:23 | 06:57 |
 | Aghanim's Blessing | 25 | 7.53% | 55.4 | 52.00% | -3.37% | -2.00% | -18.67% | -1.65% | 47:21 | 34:43 | 40:39 | 46:52 | 50:45 | 1:08:38 | 10:06 | 07:28 |
 | Falcon Blade | 11 | 3.31% | 54.2 | 63.64% | +8.81% | +3.03% | +3.03% | 0.00% | 05:01 | 03:59 | 04:06 | 04:54 | 05:39 | 06:15 | 01:33 | 01:08 |
 | Boots of Travel 2 | 9 | 2.71% | 53.0 | 66.67% | +11.87% | +33.33% | -16.67% | 0.00% | 44:59 | 28:31 | 37:59 | 44:14 | 45:50 | 1:04:28 | 07:51 | 05:48 |
 | Octarine Core | 3 | 0.90% | 51.8 | 100.00% | +45.29% | 0.00% | 0.00% | 0.00% | 25:35 | 18:13 | 18:13 | 29:02 | 29:31 | 29:31 | 11:18 | 08:22 |
 | Orchid Malevolence | 3 | 0.90% | 50.6 | 100.00% | +45.29% | 0.00% | 0.00% | 0.00% | 29:02 | 17:31 | 17:31 | 29:11 | 40:23 | 40:23 | 22:52 | 16:56 |
 | Ring of Health | 8 | 2.41% | 49.4 | 62.50% | +7.56% | -12.50% | -62.50% | 0.00% | 30:54 | 16:49 | 20:49 | 28:25 | 35:22 | 46:55 | 14:33 | 10:46 |
 | Helm of Iron Will | 21 | 6.33% | 48.2 | 42.86% | -13.09% | +17.14% | -22.86% | -3.99% | 31:51 | 21:53 | 24:31 | 29:33 | 34:33 | 57:43 | 10:02 | 07:25 |
 | Nullifier | 21 | 6.33% | 47.0 | 42.86% | -13.09% | +17.14% | -22.86% | -4.45% | 32:42 | 23:26 | 25:44 | 30:43 | 34:43 | 57:53 | 08:59 | 06:39 |
 | Morbid Mask | 4 | 1.20% | 45.8 | 75.00% | +20.12% | +25.00% | +25.00% | 0.00% | 31:39 | 15:33 | 15:33 | 33:41 | 38:20 | 39:02 | 22:47 | 16:52 |
 | Mage Slayer | 4 | 1.20% | 44.6 | 75.00% | +20.12% | +25.00% | -75.00% | 0.00% | 36:41 | 21:21 | 21:21 | 27:53 | 45:03 | 52:26 | 23:42 | 17:33 |
 | Bloodthorn | 2 | 0.60% | 43.4 | 100.00% | +45.15% | 0.00% | 0.00% | 0.00% | 42:59 | 40:28 | 40:28 | 45:29 | 45:29 | 45:29 | 05:01 | 03:42 |
 | Veil of Discord | 2 | 0.60% | 42.2 | 100.00% | +45.15% | 0.00% | 0.00% | 0.00% | 13:32 | 12:56 | 12:56 | 14:07 | 14:07 | 14:07 | 01:11 | 00:52 |
 | Dagon | 2 | 0.60% | 41.0 | 100.00% | +45.15% | 0.00% | 0.00% | 0.00% | 35:15 | 34:34 | 34:34 | 35:56 | 35:56 | 35:56 | 01:22 | 01:00 |
 | Crown | 6 | 1.81% | 39.8 | 50.00% | -5.21% | +50.00% | -50.00% | 0.00% | 22:50 | 11:59 | 13:31 | 17:26 | 27:01 | 47:15 | 13:30 | 10:00 |
 | Refresher Orb | 6 | 1.81% | 38.6 | 50.00% | -5.21% | 0.00% | +50.00% | 0.00% | 59:57 | 44:40 | 50:12 | 52:22 | 58:34 | 1:41:00 | 08:22 | 06:11 |
 | Satanic | 3 | 0.90% | 37.3 | 66.67% | +11.65% | +33.33% | 0.00% | 0.00% | 37:46 | 33:58 | 33:58 | 39:02 | 40:18 | 40:18 | 06:20 | 04:41 |
 | Ring of Protection | 1 | 0.30% | 36.1 | 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 |
 | Dagon (level 2) | 1 | 0.30% | 34.9 | 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 5) | 1 | 0.30% | 33.7 | 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 |
 | Bottle | 1 | 0.30% | 32.5 | 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 |
 | Buckler | 1 | 0.30% | 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 |
 | Dagon (level 4) | 1 | 0.30% | 30.1 | 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 3) | 1 | 0.30% | 28.9 | 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 |
 | Vanguard | 1 | 0.30% | 27.7 | 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 |
 | Vladmir's Offering | 1 | 0.30% | 26.5 | 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 |
 | Hand of Midas | 6 | 1.81% | 25.3 | 33.33% | -22.19% | +66.67% | -33.33% | 0.00% | 18:11 | 08:54 | 09:35 | 09:48 | 11:17 | 59:33 | 01:42 | 01:15 |
 | Mjollnir | 14 | 4.22% | 24.1 | 21.43% | -35.17% | +3.57% | -21.43% | -2.23% | 35:57 | 26:24 | 29:29 | 35:39 | 40:42 | 46:53 | 11:13 | 08:18 |
 | Divine Rapier | 24 | 7.23% | 22.9 | 16.67% | -41.45% | 0.00% | 0.00% | 0.00% | 49:47 | 36:40 | 43:02 | 47:31 | 55:25 | 1:13:06 | 12:23 | 09:10 |
 | Maelstrom | 17 | 5.12% | 21.7 | 17.65% | -39.49% | +7.35% | -17.65% | -2.50% | 33:08 | 17:08 | 28:11 | 33:24 | 38:10 | 44:34 | 09:59 | 07:23 |
 | Arcane Boots | 8 | 2.41% | 20.5 | 25.00% | -30.86% | +25.00% | +25.00% | 0.00% | 17:26 | 08:33 | 09:49 | 11:46 | 16:12 | 46:17 | 06:23 | 04:43 |
 | Tranquil Boots | 3 | 0.90% | 19.3 | 33.33% | -21.99% | -33.33% | 0.00% | 0.00% | 29:07 | 20:46 | 20:46 | 21:21 | 45:13 | 45:13 | 24:27 | 18:06 |
 | Boots of Bearing | 3 | 0.90% | 18.1 | 33.33% | -21.99% | +66.67% | 0.00% | 0.00% | 30:53 | 21:21 | 21:21 | 26:04 | 45:13 | 45:13 | 23:52 | 17:40 |
 | Medallion of Courage | 4 | 1.20% | 16.9 | 25.00% | -30.49% | -25.00% | -25.00% | 0.00% | 18:49 | 16:31 | 16:31 | 17:07 | 17:26 | 24:13 | 00:55 | 00:40 |
 | Solar Crest | 4 | 1.20% | 15.7 | 25.00% | -30.49% | +75.00% | -25.00% | 0.00% | 29:21 | 19:32 | 19:32 | 23:08 | 27:21 | 47:21 | 07:49 | 05:47 |
 | Blight Stone | 5 | 1.51% | 14.5 | 20.00% | -35.66% | -20.00% | -20.00% | 0.00% | 23:31 | 15:59 | 15:59 | 17:26 | 23:45 | 43:19 | 07:46 | 05:45 |
 | Chainmail | 5 | 1.51% | 13.3 | 20.00% | -35.66% | -20.00% | -20.00% | 0.00% | 16:16 | 08:41 | 08:41 | 16:48 | 17:26 | 22:55 | 08:45 | 06:28 |
 | Drum of Endurance | 5 | 1.51% | 12.0 | 20.00% | -35.66% | +80.00% | -20.00% | 0.00% | 18:44 | 11:28 | 11:28 | 17:46 | 18:44 | 30:37 | 07:16 | 05:22 |
 | Sange | 2 | 0.60% | 10.8 | 0.00% | -55.45% | 0.00% | 0.00% | 0.00% | 26:08 | 15:41 | 15:41 | 36:34 | 36:34 | 36:34 | 20:53 | 15:28 |
 | Sange and Yasha | 2 | 0.60% | 9.6 | 0.00% | -55.45% | 0.00% | 0.00% | 0.00% | 39:21 | 15:41 | 15:41 | 1:03:00 | 1:03:00 | 1:03:00 | 47:19 | 35:02 |
 | Eul's Scepter of Divinity | 1 | 0.30% | 8.4 | 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 |
 | Desolator | 1 | 0.30% | 7.2 | 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 |
 | Heaven's Halberd | 1 | 0.30% | 6.0 | 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 |
 | Ghost Scepter | 1 | 0.30% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.30% | 3.6 | 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 |
 | Lotus Orb | 2 | 0.60% | 2.4 | 0.00% | -55.45% | 0.00% | 0.00% | 0.00% | 37:06 | 25:09 | 25:09 | 49:02 | 49:02 | 49:02 | 23:53 | 17:41 |
 | Aeon Disk | 2 | 0.60% | 1.2 | 0.00% | -55.45% | 0.00% | 0.00% | 0.00% | 45:21 | 39:37 | 39:37 | 51:04 | 51:04 | 51:04 | 11:27 | 08:28 |