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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 | |
 | Heaven's Halberd | 18 | 6.79% | 100.0 | 83.33% | +39.61% | -3.33% | -8.33% | -0.44% | 29:08 | 13:54 | 23:04 | 30:03 | 34:32 | 40:06 | 11:28 | 08:29 |
 | Buckler | 35 | 13.21% | 98.4 | 74.29% | +32.12% | +25.71% | -29.85% | -4.95% | 32:51 | 17:49 | 26:28 | 32:43 | 37:41 | 56:29 | 11:13 | 08:18 |
 | Ring of Basilius | 23 | 8.68% | 96.8 | 78.26% | +34.87% | +21.74% | -61.59% | -5.19% | 28:35 | 08:24 | 20:09 | 28:20 | 36:12 | 42:46 | 16:03 | 11:53 |
 | Pipe of Insight | 17 | 6.42% | 95.2 | 76.47% | +32.12% | -1.47% | -1.47% | 0.00% | 23:02 | 16:14 | 19:10 | 21:28 | 24:51 | 34:01 | 05:41 | 04:12 |
 | Headdress | 19 | 7.17% | 93.5 | 73.68% | +29.37% | +6.32% | +6.32% | 0.00% | 22:21 | 14:36 | 18:22 | 21:07 | 24:13 | 36:52 | 05:51 | 04:20 |
 | Vladmir's Offering | 19 | 7.17% | 91.9 | 73.68% | +29.37% | +26.32% | -73.68% | -9.49% | 31:27 | 18:39 | 25:53 | 29:47 | 36:25 | 42:47 | 10:32 | 07:48 |
 | Morbid Mask | 30 | 11.32% | 90.3 | 66.67% | +22.84% | +20.83% | -52.38% | -6.28% | 30:50 | 17:50 | 25:47 | 30:37 | 37:26 | 42:47 | 11:39 | 08:37 |
 | Ring of Protection | 157 | 59.25% | 88.7 | 53.50% | +17.39% | +5.47% | +13.17% | 1.03% | 07:01 | -01:29 | 01:35 | 05:03 | 09:02 | 47:13 | 07:27 | 05:31 |
 | Soul Ring | 136 | 51.32% | 87.1 | 53.68% | +14.92% | -9.56% | +8.08% | 3.81% | 06:53 | 02:25 | 04:31 | 06:12 | 09:09 | 20:47 | 04:38 | 03:25 |
 | Void Stone | 106 | 40.00% | 85.5 | 54.72% | +13.84% | +4.54% | +18.36% | 2.36% | 16:25 | 07:31 | 11:42 | 13:48 | 17:34 | 47:36 | 05:52 | 04:20 |
 | Sange | 30 | 11.32% | 83.9 | 63.33% | +19.07% | +24.17% | -34.76% | -4.72% | 28:45 | 11:11 | 21:45 | 29:09 | 34:14 | 43:46 | 12:29 | 09:14 |
 | Eul's Scepter of Divinity | 90 | 33.96% | 82.3 | 53.33% | +10.47% | -1.16% | +14.85% | 4.49% | 16:39 | 10:17 | 14:11 | 15:56 | 17:45 | 31:36 | 03:34 | 02:38 |
 | Magic Wand | 236 | 89.06% | 80.6 | 48.73% | +21.14% | +5.51% | -4.66% | -1.99% | 08:00 | 01:04 | 04:41 | 07:14 | 09:48 | 35:24 | 05:07 | 03:47 |
 | Phase Boots | 241 | 90.94% | 79.0 | 48.13% | +18.96% | +0.20% | +3.54% | 1.58% | 08:47 | 04:49 | 07:32 | 08:35 | 09:39 | 34:16 | 02:07 | 01:34 |
 | Wind Lace | 133 | 50.19% | 77.4 | 50.38% | +7.96% | -1.90% | +13.26% | 2.37% | 11:59 | 03:21 | 08:12 | 10:09 | 14:36 | 38:57 | 06:24 | 04:44 |
 | Chainmail | 243 | 91.70% | 75.8 | 47.74% | +15.92% | +4.72% | -3.48% | -3.87% | 07:41 | 01:55 | 06:26 | 07:22 | 08:33 | 31:02 | 02:07 | 01:34 |
 | Blink Dagger | 230 | 86.79% | 74.2 | 47.39% | +7.39% | -4.29% | +3.49% | 1.19% | 18:08 | 10:36 | 14:12 | 16:41 | 20:44 | 41:53 | 06:32 | 04:50 |
 | Magic Stick | 259 | 97.74% | 72.6 | 46.72% | +13.39% | -0.57% | -0.57% | 0.00% | 03:40 | -01:29 | 00:50 | 02:36 | 06:42 | 23:42 | 05:52 | 04:20 |
 | Boots of Speed | 265 | 100.00% | 71.0 | 46.42% | +46.42% | +11.16% | -0.97% | -6.17% | 04:41 | -01:29 | 03:32 | 04:29 | 05:30 | 11:40 | 01:58 | 01:27 |
 | Quelling Blade | 245 | 92.45% | 69.4 | 45.71% | -9.29% | +8.39% | -3.09% | 0.00% | -01:21 | -01:30 | -01:29 | -01:29 | -01:29 | 16:23 | 00:00 | 00:00 |
 | Blight Stone | 80 | 30.19% | 67.7 | 48.75% | +3.34% | +1.25% | +1.25% | 0.00% | 21:29 | -01:29 | 11:29 | 25:00 | 29:36 | 41:55 | 18:07 | 13:25 |
 | Black King Bar | 150 | 56.60% | 66.1 | 44.67% | -4.03% | +10.59% | -9.53% | -3.38% | 25:44 | 14:43 | 22:38 | 25:27 | 28:35 | 41:11 | 05:57 | 04:24 |
 | Lotus Orb | 15 | 5.66% | 64.5 | 66.67% | +21.47% | +8.33% | -41.67% | 0.00% | 32:10 | 21:00 | 29:56 | 31:55 | 34:07 | 47:50 | 04:11 | 03:05 |
 | Solar Crest | 15 | 5.66% | 62.9 | 66.67% | +21.47% | +8.33% | -16.67% | 0.00% | 28:00 | 15:38 | 25:01 | 27:55 | 30:17 | 38:58 | 05:16 | 03:54 |
 | Crown | 15 | 5.66% | 61.3 | 66.67% | +21.47% | +8.33% | -16.67% | 0.00% | 26:54 | 13:57 | 23:11 | 26:46 | 28:40 | 38:08 | 05:29 | 04:03 |
 | Hood of Defiance | 42 | 15.85% | 59.7 | 52.38% | +7.09% | -6.93% | -22.38% | -5.36% | 13:06 | 05:08 | 11:11 | 12:39 | 14:04 | 30:28 | 02:53 | 02:08 |
 | Bottle | 115 | 43.40% | 58.1 | 44.35% | -3.65% | -2.97% | +10.82% | 10.09% | 02:48 | 00:40 | 01:44 | 02:28 | 03:06 | 09:21 | 01:22 | 01:00 |
 | Medallion of Courage | 20 | 7.55% | 56.5 | 60.00% | +14.69% | -20.00% | 0.00% | 2.06% | 25:29 | 12:04 | 19:28 | 25:04 | 29:10 | 38:08 | 09:42 | 07:11 |
 | Ring of Health | 64 | 24.15% | 54.8 | 46.88% | +0.61% | +3.12% | -21.88% | -1.80% | 15:05 | 02:28 | 03:38 | 12:36 | 17:32 | 53:32 | 13:54 | 10:17 |
 | Bracer | 123 | 46.42% | 53.2 | 42.28% | -7.72% | +12.56% | -22.93% | -21.29% | 02:45 | -01:29 | 01:50 | 02:28 | 03:30 | 09:50 | 01:40 | 01:14 |
 | Desolator | 45 | 16.98% | 51.6 | 48.89% | +2.98% | +14.75% | -3.44% | -2.31% | 29:12 | 15:29 | 25:39 | 29:08 | 33:31 | 41:55 | 07:52 | 05:49 |
 | Assault Cuirass | 12 | 4.53% | 50.0 | 66.67% | +21.22% | 0.00% | 0.00% | 0.00% | 38:33 | 28:04 | 31:16 | 35:54 | 45:03 | 56:41 | 13:47 | 10:12 |
 | Heart of Tarrasque | 6 | 2.26% | 48.4 | 83.33% | +37.77% | +16.67% | +16.67% | 0.00% | 34:57 | 25:51 | 27:14 | 31:50 | 41:42 | 46:28 | 14:28 | 10:42 |
 | Orb of Venom | 27 | 10.19% | 46.8 | 48.15% | +1.93% | +8.99% | -19.58% | -19.70% | 02:51 | -01:29 | -01:22 | 01:48 | 02:49 | 17:32 | 04:11 | 03:05 |
 | Overwhelming Blink | 7 | 2.64% | 45.2 | 71.43% | +25.69% | +28.57% | -71.43% | 0.00% | 41:01 | 25:50 | 32:35 | 38:48 | 44:21 | 58:45 | 11:46 | 08:42 |
 | Aghanim's Shard | 38 | 14.34% | 43.5 | 39.47% | -8.11% | +10.53% | -17.25% | -4.09% | 28:34 | 20:03 | 24:11 | 28:13 | 30:59 | 46:56 | 06:48 | 05:02 |
 | Fluffy Hat | 18 | 6.79% | 41.9 | 44.44% | -2.12% | -4.44% | -19.44% | -2.27% | 08:36 | 01:21 | 02:55 | 06:38 | 09:32 | 32:53 | 06:37 | 04:54 |
 | Orb of Corrosion | 16 | 6.04% | 40.3 | 43.75% | -2.84% | +6.25% | +6.25% | 0.00% | 06:59 | 02:58 | 03:52 | 04:58 | 08:28 | 18:20 | 04:36 | 03:24 |
 | Wind Waker | 2 | 0.75% | 38.7 | 100.00% | +53.99% | 0.00% | 0.00% | 0.00% | 36:31 | 31:24 | 31:24 | 41:37 | 41:37 | 41:37 | 10:13 | 07:34 |
 | Refresher Orb | 3 | 1.13% | 37.1 | 66.67% | +20.49% | +33.33% | 0.00% | 0.00% | 51:15 | 44:33 | 44:33 | 47:21 | 1:01:52 | 1:01:52 | 17:19 | 12:49 |
 | Power Treads | 7 | 2.64% | 35.5 | 42.86% | -3.65% | -42.86% | +7.14% | 0.00% | 08:51 | 07:01 | 07:59 | 08:31 | 09:04 | 10:52 | 01:05 | 00:48 |
 | Satanic | 7 | 2.64% | 33.9 | 42.86% | -3.65% | +7.14% | +7.14% | 0.00% | 35:44 | 25:56 | 29:48 | 38:42 | 38:46 | 42:06 | 08:58 | 06:38 |
 | Aeon Disk | 4 | 1.51% | 32.3 | 50.00% | +3.64% | +50.00% | -50.00% | 0.00% | 38:05 | 33:12 | 33:12 | 35:03 | 39:11 | 44:54 | 05:59 | 04:25 |
 | Shiva's Guard | 4 | 1.51% | 30.6 | 50.00% | +3.64% | +50.00% | -50.00% | 0.00% | 42:33 | 23:18 | 23:18 | 43:59 | 48:56 | 53:58 | 25:38 | 18:59 |
 | Force Staff | 1 | 0.38% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Tranquil Boots | 7 | 2.64% | 27.4 | 28.57% | -18.33% | -28.57% | +21.43% | 0.00% | 09:52 | 04:07 | 06:27 | 11:25 | 12:40 | 13:10 | 06:13 | 04:36 |
 | Ghost Scepter | 3 | 1.13% | 25.8 | 33.33% | -13.23% | -33.33% | 0.00% | 0.00% | 34:36 | 32:52 | 32:52 | 33:48 | 37:08 | 37:08 | 04:16 | 03:09 |
 | Skull Basher | 4 | 1.51% | 24.2 | 25.00% | -21.74% | +75.00% | -25.00% | 0.00% | 36:28 | 29:31 | 29:31 | 31:23 | 37:05 | 47:52 | 07:34 | 05:36 |
 | Vanguard | 9 | 3.40% | 22.6 | 11.11% | -36.55% | -11.11% | -11.11% | 0.00% | 26:03 | 06:54 | 07:15 | 21:56 | 35:21 | 53:36 | 28:06 | 20:48 |
 | Helm of Iron Will | 2 | 0.75% | 21.0 | 0.00% | -46.77% | 0.00% | 0.00% | 0.00% | 39:53 | 39:06 | 39:06 | 40:39 | 40:39 | 40:39 | 01:33 | 01:08 |
 | Falcon Blade | 1 | 0.38% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.38% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.38% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 00:00 | 00:00 |
 | Yasha | 1 | 0.38% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.38% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.38% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 48:45 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.38% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.38% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.38% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 53:06 | 00:00 | 00:00 |
 | Abyssal Blade | 3 | 1.13% | 4.8 | 0.00% | -46.95% | 0.00% | 0.00% | 0.00% | 45:39 | 35:21 | 35:21 | 47:59 | 53:36 | 53:36 | 18:15 | 13:31 |
 | Sange and Yasha | 1 | 0.38% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.38% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |