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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 | |
 | Morbid Mask | 58 | 24.17% | 100.0 | 65.52% | +14.97% | +7.81% | -15.52% | -2.49% | 32:48 | 12:09 | 28:41 | 32:35 | 38:03 | 47:34 | 09:22 | 06:56 |
 | Ring of Protection | 136 | 56.67% | 98.5 | 60.29% | +14.14% | -4.41% | -7.35% | -0.36% | 24:24 | -01:30 | 21:52 | 25:54 | 30:07 | 52:17 | 08:15 | 06:06 |
 | Buckler | 123 | 51.25% | 97.1 | 60.16% | +12.30% | +1.13% | -18.22% | -2.91% | 27:55 | 09:20 | 24:11 | 27:04 | 30:50 | 52:17 | 06:39 | 04:55 |
 | Satanic | 50 | 20.83% | 95.6 | 66.00% | +14.95% | +26.31% | -32.67% | -7.30% | 35:41 | 24:32 | 31:32 | 34:48 | 39:37 | 50:18 | 08:05 | 05:59 |
 | Assault Cuirass | 116 | 48.33% | 94.1 | 59.48% | +10.29% | +6.04% | -14.65% | -3.38% | 29:47 | 21:16 | 26:03 | 28:55 | 32:10 | 52:44 | 06:07 | 04:31 |
 | Black King Bar | 212 | 88.33% | 92.6 | 56.13% | +16.84% | +9.91% | -10.85% | -3.99% | 19:21 | 12:51 | 16:12 | 18:12 | 21:24 | 37:18 | 05:12 | 03:51 |
 | Quelling Blade | 238 | 99.17% | 91.2 | 54.20% | +4.20% | +0.80% | +0.04% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 |
 | Boots of Speed | 240 | 100.00% | 89.7 | 54.17% | +54.17% | +2.50% | -9.17% | -4.83% | 04:56 | 00:39 | 03:27 | 04:53 | 05:52 | 10:11 | 02:25 | 01:47 |
 | Magic Stick | 183 | 76.25% | 88.2 | 55.19% | +4.31% | -0.84% | -0.84% | 0.00% | 05:38 | -01:30 | 02:17 | 06:17 | 08:33 | 23:38 | 06:16 | 04:38 |
 | Bottle | 125 | 52.08% | 86.8 | 56.80% | +5.50% | -1.96% | +4.49% | 6.45% | 01:59 | 00:43 | 01:35 | 01:48 | 02:09 | 06:13 | 00:34 | 00:25 |
 | Magic Wand | 171 | 71.25% | 85.3 | 54.97% | +2.80% | -3.81% | +0.84% | 1.25% | 08:32 | -00:17 | 06:41 | 08:10 | 10:24 | 23:38 | 03:43 | 02:45 |
 | Phase Boots | 211 | 87.92% | 83.8 | 54.03% | -1.14% | +4.46% | -3.09% | -3.60% | 07:45 | 03:37 | 06:25 | 07:20 | 08:31 | 14:09 | 02:06 | 01:33 |
 | Chainmail | 211 | 87.92% | 82.4 | 54.03% | -1.14% | +4.46% | -4.97% | -4.22% | 06:57 | 02:15 | 05:43 | 06:36 | 07:57 | 13:15 | 02:14 | 01:39 |
 | Silver Edge | 92 | 38.33% | 80.9 | 55.43% | +2.05% | +1.09% | -3.26% | -0.49% | 26:21 | 14:37 | 21:11 | 25:17 | 30:02 | 47:31 | 08:51 | 06:33 |
 | Crystalys | 116 | 48.33% | 79.4 | 53.45% | -1.39% | -5.17% | +5.17% | 1.24% | 25:14 | 10:23 | 20:34 | 24:21 | 28:55 | 47:31 | 08:21 | 06:11 |
 | Helm of Iron Will | 139 | 57.92% | 77.9 | 52.52% | -3.92% | +1.77% | -1.09% | -0.46% | 07:40 | 01:57 | 03:17 | 06:47 | 09:31 | 56:25 | 06:14 | 04:37 |
 | Shadow Blade | 98 | 40.83% | 76.5 | 54.08% | -0.15% | -6.08% | -16.58% | -1.30% | 22:51 | 11:28 | 17:45 | 21:44 | 25:48 | 44:17 | 08:03 | 05:57 |
 | Lotus Orb | 8 | 3.33% | 75.0 | 87.50% | +34.48% | +12.50% | +12.50% | 0.00% | 28:49 | 19:46 | 21:22 | 24:47 | 31:19 | 51:15 | 09:57 | 07:22 |
 | Blink Dagger | 28 | 11.67% | 73.5 | 64.29% | +11.46% | +21.42% | -21.43% | -3.66% | 37:11 | 22:47 | 28:36 | 33:05 | 40:19 | 1:03:38 | 11:43 | 08:40 |
 | Bracer | 85 | 35.42% | 72.1 | 54.12% | -0.07% | +12.55% | -11.26% | -15.53% | 03:46 | 01:23 | 02:37 | 03:21 | 04:09 | 13:54 | 01:32 | 01:08 |
 | Void Stone | 46 | 19.17% | 70.6 | 58.70% | +5.61% | +24.63% | -22.34% | -3.62% | 38:23 | 11:37 | 31:54 | 37:26 | 44:52 | 1:05:42 | 12:58 | 09:36 |
 | Armlet of Mordiggian | 128 | 53.33% | 69.1 | 51.56% | -5.58% | +10.94% | -17.18% | -9.59% | 10:45 | 06:34 | 09:02 | 10:45 | 11:58 | 22:47 | 02:56 | 02:10 |
 | Aghanim's Scepter | 31 | 12.92% | 67.6 | 61.29% | +8.18% | +26.21% | -11.29% | -3.80% | 37:30 | 24:48 | 31:39 | 36:27 | 41:31 | 56:45 | 09:52 | 07:18 |
 | Sange | 76 | 31.67% | 66.2 | 52.63% | -2.25% | +21.05% | -21.05% | -6.43% | 19:48 | 10:07 | 16:04 | 18:58 | 22:37 | 35:39 | 06:33 | 04:51 |
 | Daedalus | 12 | 5.00% | 64.7 | 75.00% | +21.93% | +25.00% | +25.00% | 0.00% | 37:31 | 30:51 | 31:17 | 35:31 | 40:41 | 45:55 | 09:24 | 06:57 |
 | Heaven's Halberd | 55 | 22.92% | 63.2 | 54.55% | +0.50% | +16.88% | -25.98% | -8.96% | 21:27 | 13:00 | 18:42 | 21:15 | 23:29 | 33:52 | 04:47 | 03:32 |
 | Scythe of Vyse | 18 | 7.50% | 61.8 | 66.67% | +13.52% | -6.67% | +8.33% | 2.49% | 40:03 | 33:20 | 36:01 | 38:00 | 42:02 | 1:04:00 | 06:01 | 04:27 |
 | Ring of Health | 46 | 19.17% | 60.3 | 54.35% | +0.23% | -4.35% | -8.90% | -0.13% | 31:06 | 03:36 | 11:33 | 32:33 | 45:50 | 1:12:18 | 34:17 | 25:23 |
 | Aghanim's Shard | 48 | 20.00% | 58.8 | 50.00% | -5.21% | 0.00% | -33.33% | -1.76% | 38:14 | 20:34 | 27:23 | 36:40 | 46:21 | 1:13:42 | 18:58 | 14:02 |
 | Orchid Malevolence | 30 | 12.50% | 57.4 | 53.33% | -0.96% | -3.33% | -24.76% | -2.27% | 21:43 | 10:59 | 13:57 | 17:03 | 23:23 | 1:03:08 | 09:26 | 06:59 |
 | Yasha | 12 | 5.00% | 55.9 | 66.67% | +13.16% | 0.00% | 0.00% | 0.00% | 24:15 | 15:36 | 17:46 | 25:18 | 26:07 | 37:12 | 08:21 | 06:11 |
 | Nullifier | 6 | 2.50% | 54.4 | 83.33% | +29.91% | -33.33% | +16.67% | 0.00% | 38:13 | 27:03 | 32:59 | 33:01 | 41:13 | 56:25 | 08:14 | 06:05 |
 | Sange and Yasha | 11 | 4.58% | 52.9 | 63.64% | +9.93% | +3.03% | +3.03% | 0.00% | 24:44 | 17:40 | 19:35 | 25:29 | 26:30 | 37:16 | 06:55 | 05:07 |
 | Linken's Sphere | 9 | 3.75% | 51.5 | 66.67% | +12.99% | +33.33% | -66.67% | 0.00% | 34:45 | 29:02 | 31:12 | 32:34 | 40:35 | 42:03 | 09:23 | 06:57 |
 | Soul Ring | 18 | 7.50% | 50.0 | 50.00% | -4.50% | -10.00% | 0.00% | 1.88% | 15:03 | 07:50 | 12:13 | 13:03 | 17:32 | 30:40 | 05:19 | 03:56 |
 | Aghanim's Blessing | 8 | 3.33% | 48.5 | 62.50% | +8.62% | +37.50% | -62.50% | 0.00% | 53:01 | 41:31 | 49:14 | 51:07 | 54:03 | 1:08:25 | 04:49 | 03:34 |
 | Overwhelming Blink | 9 | 3.75% | 47.1 | 55.56% | +1.45% | +44.44% | -55.56% | 0.00% | 48:21 | 33:46 | 34:45 | 46:48 | 58:41 | 1:06:00 | 23:56 | 17:43 |
 | Urn of Shadows | 4 | 1.67% | 45.6 | 75.00% | +21.19% | +25.00% | +25.00% | 0.00% | 09:36 | 06:14 | 06:14 | 08:52 | 09:40 | 13:36 | 03:26 | 02:32 |
 | Hood of Defiance | 7 | 2.92% | 44.1 | 57.14% | +3.06% | +42.86% | -57.14% | 0.00% | 12:11 | 08:22 | 10:46 | 11:40 | 11:59 | 16:43 | 01:13 | 00:54 |
 | Shiva's Guard | 7 | 2.92% | 42.6 | 57.14% | +3.06% | +42.86% | -7.14% | 0.00% | 37:46 | 23:34 | 25:50 | 39:01 | 39:17 | 54:37 | 13:27 | 09:57 |
 | Swift Blink | 2 | 0.83% | 41.2 | 100.00% | +46.22% | 0.00% | 0.00% | 0.00% | 47:17 | 40:20 | 40:20 | 54:13 | 54:13 | 54:13 | 13:53 | 10:17 |
 | Heart of Tarrasque | 2 | 0.83% | 39.7 | 100.00% | +46.22% | 0.00% | 0.00% | 0.00% | 28:49 | 25:46 | 25:46 | 31:52 | 31:52 | 31:52 | 06:06 | 04:31 |
 | Eye of Skadi | 2 | 0.83% | 38.2 | 100.00% | +46.22% | 0.00% | 0.00% | 0.00% | 31:00 | 29:08 | 29:08 | 32:52 | 32:52 | 32:52 | 03:44 | 02:45 |
 | Refresher Orb | 16 | 6.67% | 36.8 | 37.50% | -17.86% | +12.50% | -12.50% | -1.86% | 51:52 | 34:45 | 44:41 | 46:22 | 58:08 | 1:12:18 | 13:27 | 09:57 |
 | Bloodthorn | 5 | 2.08% | 35.3 | 60.00% | +5.96% | +40.00% | -60.00% | 0.00% | 48:37 | 40:48 | 40:48 | 46:15 | 47:52 | 1:03:09 | 07:04 | 05:14 |
 | Wind Lace | 14 | 5.83% | 33.8 | 35.71% | -19.60% | -10.71% | -35.71% | -5.17% | 08:17 | 02:56 | 05:47 | 07:50 | 10:37 | 14:31 | 04:50 | 03:34 |
 | Spirit Vessel | 3 | 1.25% | 32.4 | 66.67% | +12.66% | +33.33% | 0.00% | 0.00% | 15:12 | 13:21 | 13:21 | 16:00 | 16:16 | 16:16 | 02:55 | 02:09 |
 | Headdress | 3 | 1.25% | 30.9 | 66.67% | +12.66% | +33.33% | 0.00% | 0.00% | 15:01 | 12:24 | 12:24 | 16:05 | 16:35 | 16:35 | 04:11 | 03:05 |
 | Pipe of Insight | 3 | 1.25% | 29.4 | 66.67% | +12.66% | +33.33% | 0.00% | 0.00% | 16:12 | 13:02 | 13:02 | 17:08 | 18:26 | 18:26 | 05:24 | 04:00 |
 | Vanguard | 11 | 4.58% | 27.9 | 36.36% | -18.66% | -3.03% | +30.31% | 0.00% | 30:19 | 07:52 | 10:31 | 14:53 | 42:04 | 1:15:11 | 31:33 | 23:22 |
 | Skull Basher | 7 | 2.92% | 26.5 | 42.86% | -11.65% | +7.14% | +7.14% | 0.00% | 48:03 | 35:50 | 36:29 | 47:11 | 49:48 | 1:14:59 | 13:19 | 09:51 |
 | Medallion of Courage | 4 | 1.67% | 25.0 | 50.00% | -4.24% | +50.00% | -50.00% | 0.00% | 10:53 | 09:54 | 09:54 | 10:01 | 10:27 | 13:09 | 00:33 | 00:24 |
 | Blight Stone | 4 | 1.67% | 23.5 | 50.00% | -4.24% | +50.00% | -50.00% | 0.00% | 10:01 | 07:33 | 07:33 | 09:30 | 10:27 | 12:32 | 02:54 | 02:08 |
 | Moon Shard | 4 | 1.67% | 22.1 | 50.00% | -4.24% | -50.00% | -50.00% | 0.00% | 1:07:05 | 55:19 | 55:19 | 1:05:33 | 1:08:05 | 1:19:24 | 12:46 | 09:27 |
 | Butterfly | 1 | 0.42% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.42% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.42% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Abyssal Blade | 5 | 2.08% | 16.2 | 40.00% | -14.47% | -40.00% | -40.00% | 0.00% | 52:50 | 41:33 | 41:33 | 50:02 | 55:09 | 1:15:11 | 13:36 | 10:04 |
 | Solar Crest | 3 | 1.25% | 14.7 | 33.33% | -21.10% | +66.67% | 0.00% | 0.00% | 13:51 | 12:50 | 12:50 | 12:53 | 15:51 | 15:51 | 03:01 | 02:14 |
 | Radiance | 3 | 1.25% | 13.2 | 33.33% | -21.10% | +66.67% | 0.00% | 0.00% | 27:57 | 24:41 | 24:41 | 25:00 | 34:10 | 34:10 | 09:29 | 07:01 |
 | Crown | 4 | 1.67% | 11.8 | 25.00% | -29.66% | -25.00% | -25.00% | 0.00% | 10:55 | 08:22 | 08:22 | 10:20 | 10:28 | 14:31 | 02:06 | 01:33 |
 | Divine Rapier | 4 | 1.67% | 10.3 | 25.00% | -29.66% | -25.00% | +75.00% | 0.00% | 39:29 | 30:49 | 30:49 | 38:40 | 38:44 | 49:41 | 07:55 | 05:51 |
 | Crimson Guard | 2 | 0.83% | 8.8 | 0.00% | -54.62% | 0.00% | 0.00% | 0.00% | 25:20 | 16:37 | 16:37 | 34:03 | 34:03 | 34:03 | 17:26 | 12:54 |
 | Meteor Hammer | 1 | 0.42% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.42% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.42% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.42% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.42% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 10:38 | 00:00 | 00:00 |