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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 | |
 | Blink Dagger | 150 | 49.50% | 100.0 | 56.67% | +21.38% | -4.04% | +5.49% | 0.85% | 26:14 | 11:29 | 20:54 | 26:10 | 32:04 | 52:06 | 11:10 | 08:16 |
 | Void Stone | 59 | 19.47% | 98.4 | 61.02% | +18.81% | -7.69% | -7.69% | 0.00% | 27:55 | 11:26 | 17:46 | 27:18 | 34:44 | 56:59 | 16:58 | 12:34 |
 | Ring of Health | 28 | 9.24% | 96.7 | 67.86% | +24.22% | +3.57% | -25.00% | -1.85% | 34:29 | 21:12 | 26:19 | 30:45 | 41:46 | 55:09 | 15:27 | 11:26 |
 | Black King Bar | 20 | 6.60% | 95.1 | 70.00% | +25.83% | -10.00% | +30.00% | 2.82% | 35:03 | 20:58 | 24:32 | 33:06 | 38:42 | 1:03:07 | 14:10 | 10:29 |
 | Magic Wand | 187 | 61.72% | 93.4 | 50.80% | +12.87% | +6.65% | +4.52% | -0.32% | 10:41 | 01:12 | 06:54 | 10:42 | 13:30 | 24:56 | 06:36 | 04:53 |
 | Aghanim's Shard | 188 | 62.05% | 91.8 | 48.94% | +8.07% | +8.51% | -4.26% | -1.56% | 27:13 | 20:01 | 22:22 | 25:27 | 30:33 | 1:02:55 | 08:11 | 06:03 |
 | Wind Lace | 188 | 62.05% | 90.2 | 48.40% | +6.66% | -1.59% | -1.59% | 0.00% | 14:08 | -01:29 | 10:17 | 13:42 | 15:53 | 46:36 | 05:36 | 04:08 |
 | Chainmail | 170 | 56.11% | 88.5 | 48.82% | +6.71% | +9.32% | -1.20% | -2.21% | 12:26 | 03:55 | 09:18 | 11:19 | 14:04 | 34:08 | 04:46 | 03:31 |
 | Blight Stone | 193 | 63.70% | 86.9 | 48.19% | +6.37% | -6.52% | +5.98% | 9.15% | 02:04 | -01:30 | -01:29 | -01:29 | 02:51 | 32:55 | 04:20 | 03:12 |
 | Magic Stick | 279 | 92.08% | 85.2 | 46.59% | +9.09% | +4.84% | -5.16% | -1.78% | 03:38 | -01:29 | -01:29 | 02:24 | 07:07 | 20:40 | 08:36 | 06:22 |
 | Solar Crest | 118 | 38.94% | 83.6 | 50.00% | +6.76% | +13.33% | +1.72% | -1.92% | 21:01 | 12:57 | 16:49 | 19:37 | 22:51 | 46:31 | 06:02 | 04:28 |
 | Crown | 146 | 48.18% | 82.0 | 48.63% | +5.32% | +16.23% | -1.41% | -2.38% | 16:48 | 03:53 | 12:32 | 15:13 | 19:56 | 46:31 | 07:24 | 05:28 |
 | Boots of Speed | 302 | 99.67% | 80.3 | 45.70% | -54.30% | -8.86% | +6.30% | 4.27% | 06:33 | -01:29 | 04:49 | 06:27 | 08:22 | 18:41 | 03:33 | 02:37 |
 | Medallion of Courage | 158 | 52.15% | 78.7 | 48.10% | +4.65% | +14.40% | -4.51% | -4.48% | 12:56 | 03:57 | 09:53 | 11:45 | 14:06 | 34:10 | 04:13 | 03:07 |
 | Arcane Boots | 89 | 29.37% | 77.0 | 49.44% | +5.05% | +0.56% | +14.20% | 1.67% | 16:20 | 05:11 | 10:47 | 13:46 | 18:57 | 39:12 | 08:10 | 06:02 |
 | Lotus Orb | 19 | 6.27% | 75.4 | 63.16% | +18.44% | -3.16% | -3.16% | 0.00% | 34:35 | 21:55 | 27:52 | 33:57 | 40:32 | 55:23 | 12:40 | 09:22 |
 | Headdress | 30 | 9.90% | 73.8 | 56.67% | +11.98% | +18.33% | -13.81% | -5.30% | 14:35 | -01:29 | 12:29 | 15:43 | 18:33 | 33:27 | 06:04 | 04:29 |
 | Fluffy Hat | 114 | 37.62% | 72.1 | 45.61% | -0.42% | +9.56% | -2.75% | -1.02% | 20:29 | -01:29 | 13:34 | 19:18 | 25:41 | 46:29 | 12:07 | 08:58 |
 | Aghanim's Scepter | 28 | 9.24% | 70.5 | 57.14% | +12.41% | +14.29% | +14.29% | 0.00% | 29:39 | 16:17 | 21:21 | 27:00 | 33:59 | 48:02 | 12:38 | 09:21 |
 | Tranquil Boots | 39 | 12.87% | 68.9 | 51.28% | +6.20% | -11.28% | +8.72% | 2.01% | 18:23 | 05:55 | 10:29 | 14:25 | 20:27 | 56:33 | 09:58 | 07:22 |
 | Force Staff | 86 | 28.38% | 67.2 | 44.19% | -2.35% | +1.26% | +3.43% | 0.19% | 26:17 | 14:47 | 20:16 | 25:54 | 31:36 | 46:29 | 11:20 | 08:23 |
 | Glimmer Cape | 28 | 9.24% | 65.6 | 53.57% | +8.48% | +3.57% | -10.71% | -1.78% | 26:37 | 16:21 | 21:15 | 25:00 | 29:16 | 51:21 | 08:01 | 05:56 |
 | Mekansm | 26 | 8.58% | 63.9 | 53.85% | +8.72% | +3.29% | -3.85% | -1.26% | 21:00 | 14:18 | 17:41 | 19:19 | 23:21 | 40:31 | 05:40 | 04:11 |
 | Guardian Greaves | 10 | 3.30% | 62.3 | 70.00% | +24.95% | +30.00% | -20.00% | 0.00% | 26:20 | 21:29 | 22:27 | 25:45 | 28:43 | 34:50 | 06:16 | 04:38 |
 | Crystalys | 11 | 3.63% | 60.7 | 63.64% | +18.43% | +3.03% | +3.03% | 0.00% | 40:22 | 30:09 | 33:23 | 41:17 | 43:51 | 53:31 | 10:28 | 07:45 |
 | Ring of Basilius | 32 | 10.56% | 59.0 | 46.88% | +1.12% | +15.62% | -21.88% | -5.26% | 08:05 | -01:29 | 04:09 | 08:14 | 11:17 | 25:05 | 07:08 | 05:17 |
 | Eul's Scepter of Divinity | 27 | 8.91% | 57.4 | 48.15% | +2.50% | +8.99% | -19.58% | -4.52% | 22:35 | 16:18 | 17:58 | 21:17 | 24:17 | 43:45 | 06:19 | 04:40 |
 | Veil of Discord | 25 | 8.25% | 55.7 | 48.00% | +2.32% | +18.67% | -31.33% | -14.49% | 14:33 | 10:07 | 12:49 | 14:12 | 16:16 | 20:38 | 03:27 | 02:33 |
 | Power Treads | 7 | 2.31% | 54.1 | 71.43% | +26.16% | -21.43% | -21.43% | 0.00% | 07:56 | 06:49 | 06:57 | 07:59 | 08:10 | 09:14 | 01:13 | 00:54 |
 | Drum of Endurance | 7 | 2.31% | 52.5 | 71.43% | +26.16% | +28.57% | -21.43% | 0.00% | 23:05 | 16:42 | 16:56 | 22:00 | 24:40 | 30:57 | 07:44 | 05:43 |
 | Ring of Protection | 43 | 14.19% | 50.8 | 41.86% | -4.68% | -14.59% | -5.50% | 0.44% | 11:55 | -01:29 | 01:43 | 07:43 | 22:14 | 43:22 | 20:31 | 15:11 |
 | Buckler | 17 | 5.61% | 49.2 | 52.94% | +7.49% | +22.06% | -52.94% | -9.41% | 24:59 | 15:36 | 20:16 | 23:35 | 28:14 | 43:22 | 07:58 | 05:54 |
 | Ghost Scepter | 23 | 7.59% | 47.5 | 47.83% | +2.12% | -14.50% | +2.17% | 2.08% | 33:16 | 14:29 | 28:24 | 31:39 | 36:25 | 48:25 | 08:01 | 05:56 |
 | Shadow Blade | 5 | 1.65% | 45.9 | 80.00% | +34.70% | +20.00% | +20.00% | 0.00% | 31:59 | 27:20 | 27:20 | 32:34 | 32:54 | 36:13 | 05:34 | 04:07 |
 | Aeon Disk | 8 | 2.64% | 44.3 | 62.50% | +17.08% | +37.50% | -62.50% | 0.00% | 41:11 | 31:25 | 35:34 | 36:29 | 40:56 | 56:08 | 05:22 | 03:58 |
 | Daedalus | 2 | 0.66% | 42.6 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 46:10 | 44:44 | 44:44 | 47:36 | 47:36 | 47:36 | 02:52 | 02:07 |
 | Linken's Sphere | 2 | 0.66% | 41.0 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 44:47 | 34:54 | 34:54 | 54:39 | 54:39 | 54:39 | 19:45 | 14:37 |
 | Bracer | 2 | 0.66% | 39.3 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 02:06 | 01:55 | 01:55 | 02:17 | 02:17 | 02:17 | 00:22 | 00:16 |
 | Scythe of Vyse | 2 | 0.66% | 37.7 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 50:21 | 43:42 | 43:42 | 56:59 | 56:59 | 56:59 | 13:17 | 09:50 |
 | Aether Lens | 2 | 0.66% | 36.1 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 33:42 | 26:51 | 26:51 | 40:33 | 40:33 | 40:33 | 13:42 | 10:08 |
 | Soul Ring | 16 | 5.28% | 34.4 | 37.50% | -8.84% | -12.50% | -12.50% | 0.00% | 08:01 | 03:47 | 04:08 | 06:34 | 09:16 | 18:45 | 05:08 | 03:48 |
 | Javelin | 5 | 1.65% | 32.8 | 60.00% | +14.36% | -60.00% | +40.00% | 0.00% | 38:22 | 29:46 | 29:46 | 33:28 | 37:16 | 1:01:07 | 07:30 | 05:33 |
 | Silver Edge | 3 | 0.99% | 31.1 | 66.67% | +21.00% | +33.33% | 0.00% | 0.00% | 37:55 | 33:48 | 33:48 | 37:09 | 42:48 | 42:48 | 09:00 | 06:40 |
 | Monkey King Bar | 3 | 0.99% | 29.5 | 66.67% | +21.00% | +33.33% | 0.00% | 0.00% | 43:16 | 30:38 | 30:38 | 37:39 | 1:01:31 | 1:01:31 | 30:53 | 22:52 |
 | Skull Basher | 1 | 0.33% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.33% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 07:39 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.33% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.33% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.33% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Bottle | 8 | 2.64% | 19.7 | 25.00% | -21.44% | +25.00% | -25.00% | 0.00% | 01:41 | 01:06 | 01:06 | 01:18 | 01:43 | 03:54 | 00:37 | 00:27 |
 | Dagon | 2 | 0.66% | 18.0 | 50.00% | +4.15% | +50.00% | 0.00% | 0.00% | 34:23 | 32:58 | 32:58 | 35:47 | 35:47 | 35:47 | 02:49 | 02:05 |
 | Refresher Orb | 2 | 0.66% | 16.4 | 50.00% | +4.15% | +50.00% | 0.00% | 0.00% | 44:33 | 40:05 | 40:05 | 49:01 | 49:01 | 49:01 | 08:56 | 06:37 |
 | Spirit Vessel | 3 | 0.99% | 14.8 | 33.33% | -12.67% | +66.67% | 0.00% | 0.00% | 20:16 | 17:41 | 17:41 | 20:51 | 22:15 | 22:15 | 04:34 | 03:22 |
 | Sange | 3 | 0.99% | 13.1 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 34:50 | 20:16 | 20:16 | 37:01 | 47:13 | 47:13 | 26:57 | 19:57 |
 | Urn of Shadows | 4 | 1.32% | 11.5 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 11:36 | 06:56 | 06:56 | 12:17 | 13:15 | 13:55 | 06:19 | 04:40 |
 | Quelling Blade | 10 | 3.30% | 9.8 | 10.00% | -37.10% | +23.33% | -10.00% | 0.00% | 12:42 | -01:29 | 07:01 | 11:21 | 22:57 | 24:20 | 15:56 | 11:48 |
 | Null Talisman | 1 | 0.33% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:42 | 03:42 | 03:42 | 03:42 | 03:42 | 03:42 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.33% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 43:30 | 00:00 | 00:00 |
 | Kaya | 1 | 0.33% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:51 | 14:51 | 14:51 | 14:51 | 14:51 | 14:51 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.33% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 43:25 | 00:00 | 00:00 |