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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 | |
 | Void Stone | 74 | 35.58% | 100.0 | 67.57% | +23.54% | +21.90% | -23.13% | -5.64% | 32:46 | 19:44 | 28:07 | 31:26 | 36:06 | 51:19 | 07:59 | 05:54 |
 | Octarine Core | 29 | 13.94% | 98.4 | 72.41% | +23.25% | +13.30% | -15.27% | -5.62% | 35:04 | 22:24 | 31:12 | 33:51 | 36:17 | 56:01 | 05:05 | 03:45 |
 | Aether Lens | 50 | 24.04% | 96.8 | 66.00% | +17.90% | +26.31% | -24.33% | -6.28% | 31:32 | 20:28 | 27:34 | 30:50 | 35:38 | 55:18 | 08:04 | 05:58 |
 | Magic Stick | 94 | 45.19% | 95.2 | 59.57% | +13.08% | -1.24% | -3.05% | -0.23% | 04:12 | -01:29 | -01:29 | -01:29 | 09:23 | 24:36 | 10:52 | 08:02 |
 | Arcane Boots | 130 | 62.50% | 93.7 | 56.15% | +10.00% | +7.49% | +0.10% | -1.32% | 09:58 | 03:49 | 05:10 | 06:24 | 10:45 | 41:20 | 05:35 | 04:08 |
 | Magic Wand | 90 | 43.27% | 92.1 | 57.78% | +9.47% | -9.95% | +1.31% | 0.77% | 08:16 | -01:30 | -01:29 | 07:14 | 16:08 | 33:51 | 17:37 | 13:02 |
 | Quelling Blade | 163 | 78.37% | 90.5 | 54.60% | +10.16% | -10.70% | +6.38% | 0.00% | -01:11 | -01:30 | -01:29 | -01:29 | -01:29 | 24:19 | 00:00 | 00:00 |
 | Tranquil Boots | 16 | 7.69% | 88.9 | 75.00% | +24.48% | +25.00% | -25.00% | 0.00% | 28:39 | 17:09 | 20:16 | 22:57 | 35:14 | 48:48 | 14:58 | 11:05 |
 | Drum of Endurance | 34 | 16.35% | 87.3 | 64.71% | +14.71% | -9.15% | -14.71% | -0.75% | 23:46 | 07:13 | 18:24 | 21:44 | 25:47 | 49:49 | 07:23 | 05:28 |
 | Buckler | 184 | 88.46% | 85.7 | 53.26% | +7.43% | +18.48% | -16.30% | -11.40% | 12:58 | 07:39 | 10:49 | 12:15 | 13:52 | 40:09 | 03:03 | 02:15 |
 | Crown | 168 | 80.77% | 84.1 | 53.57% | +6.07% | +13.10% | -5.95% | -4.61% | 07:38 | 02:33 | 05:22 | 06:59 | 09:30 | 26:40 | 04:08 | 03:03 |
 | Boots of Speed | 208 | 100.00% | 82.5 | 52.40% | +52.40% | -2.40% | -2.40% | 0.00% | 08:12 | 01:34 | 02:48 | 07:10 | 11:56 | 24:36 | 09:08 | 06:45 |
 | Ring of Protection | 186 | 89.42% | 81.0 | 52.69% | +2.69% | +6.88% | -11.39% | -4.85% | 10:52 | -01:29 | 09:46 | 11:41 | 13:32 | 40:09 | 03:46 | 02:47 |
 | Helm of the Overlord | 166 | 79.81% | 79.4 | 53.01% | +3.01% | +13.66% | -13.99% | -11.68% | 17:20 | 12:44 | 15:57 | 17:12 | 18:19 | 23:37 | 02:22 | 01:45 |
 | Helm of the Dominator | 177 | 85.10% | 77.8 | 52.54% | +0.93% | +13.37% | -9.36% | -6.99% | 10:14 | 06:01 | 08:34 | 10:16 | 11:49 | 15:49 | 03:15 | 02:24 |
 | Vladmir's Offering | 177 | 85.10% | 76.2 | 52.54% | +0.93% | +13.37% | -13.90% | -10.42% | 15:36 | 11:10 | 13:50 | 15:06 | 16:27 | 34:32 | 02:37 | 01:56 |
 | Morbid Mask | 177 | 85.10% | 74.6 | 52.54% | +0.93% | +8.82% | -16.18% | -8.62% | 14:32 | 10:21 | 12:38 | 13:48 | 15:32 | 34:31 | 02:54 | 02:08 |
 | Ring of Basilius | 186 | 89.42% | 73.0 | 52.15% | -2.40% | +1.04% | -13.02% | -1.44% | 07:56 | -01:29 | 02:12 | 08:51 | 11:59 | 34:30 | 09:47 | 07:14 |
 | Helm of Iron Will | 182 | 87.50% | 71.4 | 52.20% | -1.65% | +17.37% | -9.98% | -5.47% | 06:01 | 02:22 | 03:33 | 05:06 | 08:33 | 15:52 | 05:00 | 03:42 |
 | Wind Lace | 111 | 53.37% | 69.8 | 54.05% | +3.53% | +6.66% | -18.34% | -5.05% | 16:58 | -01:29 | 14:29 | 17:39 | 19:26 | 48:48 | 04:57 | 03:40 |
 | Boots of Bearing | 13 | 6.25% | 68.3 | 76.92% | +26.15% | -10.25% | -10.25% | 0.00% | 33:14 | 19:56 | 24:40 | 28:23 | 41:37 | 50:20 | 16:57 | 12:33 |
 | Black King Bar | 141 | 67.79% | 66.7 | 52.48% | +0.24% | +18.95% | -6.77% | -3.68% | 26:55 | 13:02 | 23:31 | 25:44 | 30:30 | 45:45 | 06:59 | 05:10 |
 | Blink Dagger | 110 | 52.88% | 65.1 | 51.82% | -1.24% | +16.04% | -11.08% | -3.29% | 29:24 | 15:31 | 24:28 | 28:15 | 32:43 | 59:47 | 08:15 | 06:06 |
 | Headdress | 31 | 14.90% | 63.5 | 61.29% | +10.44% | -23.79% | +13.71% | 4.39% | 17:19 | 07:41 | 12:14 | 17:38 | 20:47 | 32:15 | 08:33 | 06:20 |
 | Scythe of Vyse | 18 | 8.65% | 61.9 | 66.67% | +15.62% | +33.33% | -41.67% | -6.20% | 41:54 | 31:15 | 33:49 | 38:20 | 45:55 | 1:13:27 | 12:06 | 08:57 |
 | Ring of Health | 37 | 17.79% | 60.3 | 56.76% | +5.30% | -12.32% | -1.20% | 0.52% | 27:04 | 03:08 | 17:55 | 22:42 | 39:17 | 53:54 | 21:22 | 15:49 |
 | Aghanim's Shard | 59 | 28.37% | 58.7 | 52.54% | +0.19% | +27.46% | -19.21% | -4.04% | 31:53 | 16:05 | 24:12 | 30:40 | 35:45 | 1:11:10 | 11:33 | 08:33 |
 | Pipe of Insight | 17 | 8.17% | 57.1 | 64.71% | +13.40% | -14.71% | -14.71% | 0.00% | 22:14 | 13:26 | 20:46 | 22:44 | 23:12 | 31:12 | 02:26 | 01:48 |
 | Boots of Travel | 15 | 7.21% | 55.6 | 66.67% | +15.37% | +8.33% | -16.67% | 0.00% | 39:23 | 26:01 | 33:26 | 39:06 | 45:08 | 56:36 | 11:42 | 08:40 |
 | Assault Cuirass | 20 | 9.62% | 54.0 | 60.00% | +8.40% | 0.00% | 0.00% | 0.00% | 34:22 | 22:42 | 30:26 | 34:31 | 37:06 | 48:54 | 06:40 | 04:56 |
 | Hood of Defiance | 16 | 7.69% | 52.4 | 62.50% | +10.94% | -12.50% | +37.50% | 0.00% | 18:19 | 08:33 | 17:03 | 19:12 | 20:27 | 24:17 | 03:24 | 02:31 |
 | Chainmail | 23 | 11.06% | 50.8 | 52.17% | -0.26% | -2.17% | -2.17% | 0.00% | 17:01 | 08:57 | 12:18 | 17:09 | 20:06 | 25:08 | 07:48 | 05:46 |
 | Guardian Greaves | 18 | 8.65% | 49.2 | 55.56% | +3.45% | +24.44% | -30.56% | -7.27% | 22:05 | 13:58 | 17:38 | 20:43 | 25:12 | 34:37 | 07:34 | 05:36 |
 | Aghanim's Scepter | 27 | 12.98% | 47.6 | 48.15% | -4.89% | +23.28% | -19.58% | -2.48% | 22:37 | 11:18 | 14:06 | 16:42 | 31:23 | 58:36 | 17:17 | 12:48 |
 | Mekansm | 20 | 9.62% | 46.0 | 50.00% | -2.66% | +10.00% | +10.00% | 0.00% | 17:56 | 10:46 | 13:37 | 17:12 | 19:24 | 32:15 | 05:47 | 04:17 |
 | Aeon Disk | 11 | 5.29% | 44.4 | 54.55% | +2.27% | +12.12% | -54.55% | 0.00% | 49:31 | 27:08 | 39:00 | 50:40 | 52:16 | 1:15:53 | 13:16 | 09:49 |
 | Solar Crest | 4 | 1.92% | 42.9 | 75.00% | +23.04% | +25.00% | -75.00% | 0.00% | 22:45 | 20:30 | 20:30 | 20:56 | 22:05 | 27:27 | 01:35 | 01:10 |
 | Arcane Blink | 4 | 1.92% | 41.3 | 75.00% | +23.04% | +25.00% | -75.00% | 0.00% | 49:52 | 35:49 | 35:49 | 36:02 | 56:29 | 1:11:06 | 20:40 | 15:18 |
 | Refresher Orb | 13 | 6.25% | 39.7 | 46.15% | -6.67% | -12.82% | -46.15% | 0.00% | 45:03 | 37:32 | 40:02 | 43:37 | 48:58 | 55:16 | 08:56 | 06:37 |
 | Wraith Pact | 5 | 2.40% | 38.1 | 60.00% | +7.78% | +40.00% | -60.00% | 0.00% | 26:15 | 16:37 | 16:37 | 23:13 | 29:17 | 39:23 | 12:40 | 09:22 |
 | Crimson Guard | 5 | 2.40% | 36.5 | 60.00% | +7.78% | +40.00% | +40.00% | 0.00% | 21:28 | 16:18 | 16:18 | 17:04 | 26:53 | 30:35 | 10:35 | 07:50 |
 | Blight Stone | 5 | 2.40% | 34.9 | 60.00% | +7.78% | +40.00% | -60.00% | 0.00% | 20:51 | 18:15 | 18:15 | 20:06 | 21:15 | 24:47 | 03:00 | 02:13 |
 | Vanguard | 5 | 2.40% | 33.3 | 60.00% | +7.78% | +40.00% | -60.00% | 0.00% | 17:03 | 05:46 | 05:46 | 14:17 | 26:04 | 26:32 | 20:18 | 15:02 |
 | Medallion of Courage | 5 | 2.40% | 31.7 | 60.00% | +7.78% | +40.00% | -60.00% | 0.00% | 20:57 | 18:15 | 18:15 | 20:06 | 21:15 | 25:04 | 03:00 | 02:13 |
 | Bottle | 6 | 2.88% | 30.2 | 50.00% | -2.48% | -50.00% | +50.00% | 0.00% | 01:25 | 01:15 | 01:15 | 01:18 | 01:30 | 01:48 | 00:15 | 00:11 |
 | Force Staff | 10 | 4.81% | 28.6 | 40.00% | -13.03% | +26.67% | -40.00% | 0.00% | 33:23 | 27:07 | 28:42 | 29:24 | 34:45 | 56:29 | 06:03 | 04:28 |
 | Fluffy Hat | 10 | 4.81% | 27.0 | 40.00% | -13.03% | -6.67% | -40.00% | 0.00% | 32:02 | 23:45 | 24:33 | 29:24 | 34:45 | 56:29 | 10:12 | 07:33 |
 | Linken's Sphere | 3 | 1.44% | 25.4 | 66.67% | +14.47% | +33.33% | 0.00% | 0.00% | 44:57 | 35:20 | 35:20 | 42:26 | 57:05 | 57:05 | 21:45 | 16:06 |
 | Power Treads | 4 | 1.92% | 23.8 | 50.00% | -2.45% | -50.00% | -50.00% | 0.00% | 06:41 | 05:38 | 05:38 | 06:05 | 06:50 | 08:09 | 01:12 | 00:53 |
 | Boots of Travel 2 | 4 | 1.92% | 22.2 | 50.00% | -2.45% | +50.00% | -50.00% | 0.00% | 1:01:39 | 43:50 | 43:50 | 55:40 | 1:05:23 | 1:21:44 | 21:33 | 15:57 |
 | Lotus Orb | 1 | 0.48% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:54 | 32:54 | 32:54 | 32:54 | 32:54 | 32:54 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.48% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Diadem | 11 | 5.29% | 17.5 | 27.27% | -26.54% | +6.06% | -27.27% | 0.00% | 08:41 | 05:21 | 06:32 | 09:06 | 09:32 | 11:15 | 03:00 | 02:13 |
 | Shiva's Guard | 2 | 0.96% | 15.9 | 50.00% | -2.43% | +50.00% | 0.00% | 0.00% | 29:48 | 20:47 | 20:47 | 38:49 | 38:49 | 38:49 | 18:02 | 13:21 |
 | Bracer | 2 | 0.96% | 14.3 | 50.00% | -2.43% | -50.00% | 0.00% | 0.00% | 01:29 | 00:56 | 00:56 | 02:02 | 02:02 | 02:02 | 01:06 | 00:48 |
 | Heaven's Halberd | 5 | 2.40% | 12.7 | 20.00% | -33.20% | -20.00% | +80.00% | 0.00% | 37:51 | 27:36 | 27:36 | 36:09 | 36:10 | 57:16 | 08:34 | 06:20 |
 | Sange | 6 | 2.88% | 11.1 | 16.67% | -36.80% | -16.67% | +83.33% | 0.00% | 34:00 | 24:47 | 27:58 | 28:16 | 35:02 | 56:59 | 07:04 | 05:14 |
 | Aghanim's Blessing | 2 | 0.96% | 9.5 | 0.00% | -52.91% | 0.00% | 0.00% | 0.00% | 1:05:59 | 1:02:42 | 1:02:42 | 1:09:16 | 1:09:16 | 1:09:16 | 06:34 | 04:51 |
 | Wind Waker | 1 | 0.48% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 0.96% | 6.3 | 0.00% | -52.91% | 0.00% | 0.00% | 0.00% | 1:02:34 | 56:36 | 56:36 | 1:08:32 | 1:08:32 | 1:08:32 | 11:56 | 08:50 |
 | Orb of Venom | 1 | 0.48% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.48% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 49:39 | 00:00 | 00:00 |
 | Cornucopia | 1 | 0.48% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |