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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 | |
 | Yasha | 12 | 5.13% | 100.0 | 91.67% | +51.58% | +8.33% | +8.33% | 0.00% | 32:20 | 19:47 | 24:14 | 30:34 | 37:18 | 46:25 | 13:04 | 09:40 |
 | Void Stone | 15 | 6.41% | 98.3 | 80.00% | +39.82% | +20.00% | +20.00% | 0.00% | 37:29 | 19:25 | 28:53 | 40:30 | 42:51 | 50:01 | 13:58 | 10:20 |
 | Aghanim's Scepter | 96 | 41.03% | 96.6 | 59.38% | +28.22% | -1.05% | +11.45% | 1.52% | 31:10 | 19:48 | 26:51 | 31:14 | 35:05 | 44:53 | 08:14 | 06:05 |
 | Yasha and Kaya | 9 | 3.85% | 94.9 | 88.89% | +48.00% | +11.11% | +11.11% | 0.00% | 31:47 | 19:47 | 23:59 | 30:48 | 37:18 | 46:45 | 13:19 | 09:51 |
 | Ring of Health | 15 | 6.41% | 93.2 | 73.33% | +32.69% | +1.67% | +26.67% | 1.40% | 34:51 | 05:37 | 24:58 | 39:59 | 42:51 | 1:01:53 | 17:53 | 13:14 |
 | Black King Bar | 106 | 45.30% | 91.5 | 52.83% | +18.45% | +2.73% | -2.83% | -0.54% | 29:35 | 17:10 | 24:00 | 28:08 | 34:16 | 53:18 | 10:16 | 07:36 |
 | Aghanim's Shard | 63 | 26.92% | 89.8 | 55.56% | +17.55% | +0.69% | -5.56% | -0.64% | 30:11 | 20:01 | 24:04 | 28:04 | 33:46 | 56:00 | 09:42 | 07:11 |
 | Kaya | 20 | 8.55% | 88.1 | 65.00% | +24.35% | +15.00% | -25.00% | -4.01% | 32:36 | 17:36 | 27:47 | 31:58 | 37:45 | 48:35 | 09:58 | 07:22 |
 | Wind Lace | 168 | 71.79% | 86.4 | 45.83% | +10.98% | +6.55% | -17.26% | -4.46% | 07:25 | -01:29 | 04:23 | 06:48 | 09:43 | 39:21 | 05:20 | 03:57 |
 | Shadow Blade | 183 | 78.21% | 84.7 | 45.36% | +12.03% | +11.16% | -6.23% | -2.47% | 20:19 | 13:01 | 16:11 | 18:50 | 23:13 | 46:40 | 07:02 | 05:12 |
 | Magic Wand | 148 | 63.25% | 83.1 | 45.95% | +8.74% | +8.10% | +8.10% | 0.00% | 10:48 | 01:27 | 07:31 | 10:19 | 12:47 | 37:26 | 05:16 | 03:54 |
 | Phase Boots | 227 | 97.01% | 81.4 | 43.17% | +14.60% | +5.95% | -8.08% | -2.67% | 09:48 | 04:06 | 07:02 | 08:58 | 12:17 | 25:14 | 05:15 | 03:53 |
 | Boots of Speed | 234 | 100.00% | 79.7 | 42.74% | +42.74% | +1.33% | -6.53% | -2.62% | 03:01 | -01:29 | 01:47 | 03:06 | 04:47 | 09:49 | 03:00 | 02:13 |
 | Chainmail | 230 | 98.29% | 78.0 | 42.61% | -7.39% | +0.49% | -7.52% | -1.56% | 08:05 | 01:22 | 05:16 | 07:19 | 10:24 | 29:39 | 05:08 | 03:48 |
 | Quelling Blade | 103 | 44.02% | 76.3 | 45.63% | +5.17% | -3.32% | +8.22% | 0.00% | -01:02 | -01:30 | -01:29 | -01:29 | -01:29 | 23:21 | 00:00 | 00:00 |
 | Magic Stick | 206 | 88.03% | 74.6 | 42.23% | -4.20% | +3.92% | +2.87% | -0.17% | 04:08 | -01:29 | 01:05 | 03:07 | 07:14 | 16:08 | 06:09 | 04:33 |
 | Soul Ring | 63 | 26.92% | 72.9 | 46.03% | +4.51% | -8.53% | -8.53% | 0.00% | 08:42 | 02:34 | 05:09 | 07:58 | 09:15 | 26:08 | 04:06 | 03:02 |
 | Refresher Orb | 6 | 2.56% | 71.2 | 83.33% | +41.66% | +16.67% | +16.67% | 0.00% | 47:25 | 40:35 | 40:42 | 42:54 | 50:01 | 1:01:59 | 09:19 | 06:54 |
 | Ring of Protection | 74 | 31.62% | 69.5 | 43.24% | +0.74% | -11.66% | +6.76% | 2.71% | 06:32 | -01:29 | -01:24 | 05:38 | 08:12 | 1:19:25 | 09:36 | 07:06 |
 | Crystalys | 11 | 4.70% | 67.8 | 63.64% | +21.94% | +3.03% | +3.03% | 0.00% | 44:01 | 27:50 | 34:09 | 40:13 | 50:07 | 1:11:18 | 15:58 | 11:49 |
 | Eul's Scepter of Divinity | 3 | 1.28% | 66.1 | 100.00% | +58.01% | 0.00% | 0.00% | 0.00% | 31:35 | 20:18 | 20:18 | 31:19 | 43:07 | 43:07 | 22:49 | 16:54 |
 | Silver Edge | 10 | 4.27% | 64.4 | 60.00% | +18.04% | +6.67% | -10.00% | -1.05% | 42:41 | 28:06 | 34:14 | 38:09 | 50:07 | 1:11:21 | 15:53 | 11:45 |
 | Null Talisman | 19 | 8.12% | 62.7 | 47.37% | +5.04% | -7.37% | +12.63% | 6.63% | 08:24 | 02:34 | 06:33 | 07:22 | 09:34 | 19:55 | 03:01 | 02:14 |
 | Orb of Venom | 32 | 13.68% | 61.0 | 37.50% | -6.06% | +37.50% | +12.50% | -25.00% | -00:37 | -01:30 | -01:29 | -01:29 | -01:28 | 04:48 | 00:01 | 00:00 |
 | Linken's Sphere | 4 | 1.71% | 59.3 | 75.00% | +32.83% | +25.00% | +25.00% | 0.00% | 37:42 | 29:04 | 29:04 | 37:12 | 40:09 | 44:23 | 11:05 | 08:12 |
 | Aeon Disk | 2 | 0.85% | 57.6 | 100.00% | +57.76% | 0.00% | 0.00% | 0.00% | 47:28 | 44:03 | 44:03 | 50:52 | 50:52 | 50:52 | 06:49 | 05:02 |
 | Assault Cuirass | 2 | 0.85% | 55.9 | 100.00% | +57.76% | 0.00% | 0.00% | 0.00% | 1:01:03 | 42:27 | 42:27 | 1:19:38 | 1:19:38 | 1:19:38 | 37:11 | 27:32 |
 | Buckler | 2 | 0.85% | 54.2 | 100.00% | +57.76% | 0.00% | 0.00% | 0.00% | 60:48 | 42:11 | 42:11 | 1:19:25 | 1:19:25 | 1:19:25 | 37:14 | 27:34 |
 | Solar Crest | 3 | 1.28% | 52.5 | 66.67% | +24.25% | +33.33% | 0.00% | 0.00% | 25:00 | 22:06 | 22:06 | 24:20 | 28:33 | 28:33 | 06:27 | 04:46 |
 | Blight Stone | 3 | 1.28% | 50.8 | 66.67% | +24.25% | +33.33% | 0.00% | 0.00% | 16:22 | 14:31 | 14:31 | 16:42 | 17:52 | 17:52 | 03:21 | 02:28 |
 | Crown | 3 | 1.28% | 49.2 | 66.67% | +24.25% | +33.33% | 0.00% | 0.00% | 20:36 | 19:27 | 19:27 | 20:34 | 21:46 | 21:46 | 02:19 | 01:42 |
 | Medallion of Courage | 3 | 1.28% | 47.5 | 66.67% | +24.25% | -66.67% | 0.00% | 0.00% | 17:47 | 17:35 | 17:35 | 17:43 | 18:02 | 18:02 | 00:27 | 00:20 |
 | Drum of Endurance | 11 | 4.70% | 45.8 | 36.36% | -6.69% | -3.03% | -36.36% | -3.36% | 20:03 | 12:05 | 13:10 | 17:31 | 23:05 | 33:03 | 09:55 | 07:20 |
 | Hood of Defiance | 4 | 1.71% | 44.1 | 50.00% | +7.39% | +50.00% | -50.00% | 0.00% | 22:27 | 13:09 | 13:09 | 14:52 | 24:58 | 36:48 | 11:49 | 08:45 |
 | Bracer | 23 | 9.83% | 42.4 | 21.74% | -23.28% | -5.07% | +11.59% | 13.51% | 02:13 | -01:29 | -01:29 | 02:12 | 02:43 | 13:17 | 04:12 | 03:06 |
 | Aghanim's Blessing | 1 | 0.43% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:06 | 1:09:06 | 1:09:06 | 1:09:06 | 1:09:06 | 1:09:06 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.43% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.43% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.43% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.43% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.43% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 |
 | Headdress | 1 | 0.43% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.43% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.43% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.43% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.43% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 00:00 | 00:00 |
 | Fluffy Hat | 7 | 2.99% | 22.0 | 28.57% | -14.60% | +21.43% | +21.43% | 0.00% | 10:40 | -01:29 | -01:29 | 10:25 | 10:33 | 33:05 | 12:02 | 08:54 |
 | Bottle | 8 | 3.42% | 20.3 | 25.00% | -18.36% | +25.00% | -25.00% | -50.00% | 01:40 | 01:24 | 01:35 | 01:39 | 01:41 | 01:54 | 00:06 | 00:04 |
 | Falcon Blade | 2 | 0.85% | 18.6 | 50.00% | +7.33% | -50.00% | 0.00% | 0.00% | 11:01 | 10:39 | 10:39 | 11:23 | 11:23 | 11:23 | 00:44 | 00:32 |
 | Echo Sabre | 9 | 3.85% | 16.9 | 22.22% | -21.34% | +27.78% | +27.78% | 0.00% | 17:18 | 12:27 | 14:28 | 16:08 | 17:17 | 31:32 | 02:49 | 02:05 |
 | Heaven's Halberd | 5 | 2.14% | 15.3 | 20.00% | -23.23% | -20.00% | +80.00% | 0.00% | 32:57 | 21:32 | 21:32 | 29:58 | 40:56 | 47:34 | 19:24 | 14:22 |
 | Sange | 7 | 2.99% | 13.6 | 14.29% | -29.32% | -14.29% | +35.71% | 2.07% | 34:52 | 15:03 | 21:39 | 40:39 | 45:49 | 47:07 | 24:10 | 17:54 |
 | Force Staff | 1 | 0.43% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Urn of Shadows | 4 | 1.71% | 10.2 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 08:23 | 06:05 | 06:05 | 06:15 | 07:06 | 14:07 | 01:01 | 00:45 |
 | Hand of Midas | 1 | 0.43% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Kaya and Sange | 2 | 0.85% | 6.8 | 0.00% | -43.10% | 0.00% | 0.00% | 0.00% | 47:23 | 45:50 | 45:50 | 48:56 | 48:56 | 48:56 | 03:06 | 02:17 |
 | Ghost Scepter | 2 | 0.85% | 5.1 | 0.00% | -43.10% | 0.00% | 0.00% | 0.00% | 32:03 | 30:16 | 30:16 | 33:50 | 33:50 | 33:50 | 03:34 | 02:38 |
 | Tranquil Boots | 2 | 0.85% | 3.4 | 0.00% | -43.10% | 0.00% | 0.00% | 0.00% | 14:32 | 11:16 | 11:16 | 17:48 | 17:48 | 17:48 | 06:32 | 04:50 |
 | Lotus Orb | 1 | 0.43% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 |