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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 | 40 | 38.46% | 100.0 | 72.50% | +25.62% | +17.50% | +7.50% | -0.38% | 25:43 | 04:59 | 12:45 | 20:54 | 39:08 | 52:42 | 26:23 | 19:32 |
 | Blink Dagger | 35 | 33.65% | 97.9 | 71.43% | +22.15% | -4.76% | -15.87% | -1.28% | 31:06 | 11:01 | 24:53 | 29:23 | 33:32 | 59:53 | 08:39 | 06:24 |
 | Eul's Scepter of Divinity | 20 | 19.23% | 95.8 | 75.00% | +22.62% | +5.00% | +5.00% | 0.00% | 18:53 | 09:59 | 12:26 | 15:20 | 21:14 | 47:42 | 08:48 | 06:31 |
 | Magic Wand | 97 | 93.27% | 93.8 | 60.82% | +60.82% | -10.82% | +5.85% | 3.53% | 06:56 | -01:30 | 04:28 | 06:56 | 09:11 | 17:54 | 04:43 | 03:29 |
 | Ring of Health | 27 | 25.96% | 91.7 | 70.37% | +18.42% | +15.34% | +15.34% | 0.00% | 25:58 | 07:22 | 09:40 | 25:13 | 39:21 | 52:34 | 29:41 | 21:59 |
 | Magic Stick | 95 | 91.35% | 89.6 | 60.00% | +37.78% | -22.50% | +6.67% | 5.97% | 03:11 | -01:29 | 00:35 | 02:39 | 05:28 | 12:59 | 04:53 | 03:37 |
 | Boots of Speed | 104 | 100.00% | 87.5 | 56.73% | +56.73% | -2.88% | -2.88% | 0.00% | 05:33 | 00:42 | 03:36 | 05:23 | 07:05 | 12:05 | 03:29 | 02:34 |
 | Aghanim's Shard | 73 | 70.19% | 85.4 | 58.90% | +7.29% | +7.77% | -8.90% | -2.05% | 25:37 | 15:01 | 20:50 | 25:08 | 28:58 | 56:22 | 08:08 | 06:01 |
 | Force Staff | 8 | 7.69% | 83.3 | 87.50% | +33.33% | +12.50% | -37.50% | 0.00% | 25:22 | 16:06 | 21:23 | 24:31 | 25:05 | 34:09 | 03:42 | 02:44 |
 | Black King Bar | 70 | 67.31% | 81.3 | 58.57% | +5.63% | +8.10% | +0.25% | -1.42% | 21:34 | 14:49 | 17:35 | 20:28 | 23:07 | 42:22 | 05:32 | 04:05 |
 | Phase Boots | 20 | 19.23% | 79.2 | 70.00% | +16.43% | +10.00% | -10.00% | -8.70% | 08:55 | 05:51 | 07:32 | 08:35 | 09:50 | 14:43 | 02:18 | 01:42 |
 | Wind Lace | 44 | 42.31% | 77.1 | 61.36% | +8.03% | +2.28% | -15.91% | -2.30% | 13:16 | 01:37 | 07:18 | 11:11 | 15:13 | 47:09 | 07:55 | 05:51 |
 | Chainmail | 22 | 21.15% | 75.0 | 68.18% | +14.52% | -1.51% | +11.82% | 4.00% | 08:40 | 02:23 | 05:48 | 07:18 | 09:08 | 25:11 | 03:20 | 02:28 |
 | Shiva's Guard | 26 | 25.00% | 72.9 | 65.38% | +11.53% | +6.05% | -15.38% | -2.60% | 34:28 | 25:42 | 29:53 | 33:11 | 38:07 | 50:14 | 08:14 | 06:05 |
 | Bottle | 25 | 24.04% | 70.8 | 64.00% | +9.57% | +36.00% | -14.00% | -50.00% | 01:42 | 00:42 | 01:16 | 01:29 | 01:42 | 04:11 | 00:26 | 00:19 |
 | Null Talisman | 61 | 58.65% | 68.8 | 55.74% | -2.40% | +4.26% | +4.26% | 0.00% | 03:21 | 00:56 | 02:02 | 03:14 | 04:33 | 07:40 | 02:31 | 01:51 |
 | Fluffy Hat | 28 | 26.92% | 66.7 | 60.71% | +5.45% | +39.29% | -3.57% | -5.30% | 07:02 | -01:29 | -01:29 | 06:31 | 09:34 | 34:48 | 11:03 | 08:11 |
 | Kaya | 24 | 23.08% | 64.6 | 62.50% | +7.50% | -29.17% | +4.17% | 2.71% | 23:43 | 08:49 | 17:10 | 25:47 | 29:29 | 34:33 | 12:19 | 09:07 |
 | Arcane Boots | 9 | 8.65% | 62.5 | 77.78% | +23.04% | +22.22% | -27.78% | 0.00% | 18:02 | 05:19 | 05:42 | 14:05 | 22:18 | 43:08 | 16:36 | 12:17 |
 | Sange | 32 | 30.77% | 60.4 | 56.25% | -0.69% | -43.75% | +6.25% | 3.50% | 24:33 | 10:50 | 16:16 | 24:44 | 30:32 | 40:10 | 14:16 | 10:34 |
 | Ring of Protection | 26 | 25.00% | 58.3 | 57.69% | +1.28% | -0.55% | +25.64% | 4.08% | 03:23 | -01:29 | -01:29 | 02:23 | 07:54 | 13:04 | 09:23 | 06:57 |
 | Kaya and Sange | 20 | 19.23% | 56.3 | 60.00% | +4.05% | -40.00% | +20.00% | 4.99% | 25:04 | 13:47 | 18:42 | 25:17 | 30:43 | 38:44 | 12:01 | 08:54 |
 | Urn of Shadows | 19 | 18.27% | 54.2 | 57.89% | +1.42% | +22.11% | +22.11% | 0.00% | 05:43 | 01:30 | 03:07 | 04:34 | 06:02 | 16:37 | 02:55 | 02:09 |
 | Hood of Defiance | 11 | 10.58% | 52.1 | 63.64% | +7.73% | +3.03% | +3.03% | 0.00% | 12:22 | 07:22 | 09:41 | 09:57 | 11:56 | 29:35 | 02:15 | 01:40 |
 | Aeon Disk | 9 | 8.65% | 50.0 | 66.67% | +10.88% | -16.67% | -16.67% | 0.00% | 43:39 | 30:59 | 31:10 | 44:05 | 48:18 | 58:52 | 17:08 | 12:41 |
 | Linken's Sphere | 3 | 2.88% | 47.9 | 100.00% | +44.55% | 0.00% | 0.00% | 0.00% | 46:57 | 37:08 | 37:08 | 51:00 | 52:42 | 52:42 | 15:34 | 11:31 |
 | Soul Ring | 3 | 2.88% | 45.8 | 100.00% | +44.55% | 0.00% | 0.00% | 0.00% | 08:40 | 07:55 | 07:55 | 08:17 | 09:48 | 09:48 | 01:53 | 01:23 |
 | Tranquil Boots | 7 | 6.73% | 43.8 | 71.43% | +15.76% | +28.57% | -21.43% | 0.00% | 22:34 | 09:54 | 12:17 | 17:56 | 23:10 | 48:00 | 10:53 | 08:03 |
 | Refresher Orb | 7 | 6.73% | 41.7 | 71.43% | +15.76% | +28.57% | -21.43% | 0.00% | 45:01 | 39:39 | 42:18 | 44:18 | 46:00 | 50:51 | 03:42 | 02:44 |
 | Power Treads | 17 | 16.35% | 39.6 | 52.94% | -4.53% | +22.06% | -27.94% | -18.99% | 08:13 | 04:45 | 06:17 | 07:48 | 08:55 | 15:41 | 02:38 | 01:57 |
 | Ghost Scepter | 16 | 15.38% | 37.5 | 50.00% | -7.95% | -25.00% | 0.00% | 2.69% | 26:00 | 18:03 | 19:27 | 25:14 | 28:44 | 42:50 | 09:17 | 06:52 |
 | Lotus Orb | 8 | 7.69% | 35.4 | 62.50% | +6.25% | +37.50% | -12.50% | 0.00% | 24:14 | 12:34 | 12:50 | 25:36 | 29:37 | 39:23 | 16:47 | 12:25 |
 | Scythe of Vyse | 4 | 3.85% | 33.3 | 75.00% | +19.00% | -75.00% | +25.00% | 0.00% | 42:25 | 34:13 | 34:13 | 34:29 | 40:18 | 60:38 | 06:05 | 04:30 |
 | Heaven's Halberd | 7 | 6.73% | 31.3 | 57.14% | +0.44% | +42.86% | -7.14% | 0.00% | 32:44 | 22:31 | 25:08 | 32:37 | 37:24 | 42:15 | 12:16 | 09:05 |
 | Spirit Vessel | 5 | 4.81% | 29.2 | 60.00% | +3.43% | +40.00% | +40.00% | 0.00% | 15:13 | 10:46 | 10:46 | 16:50 | 18:04 | 18:51 | 07:18 | 05:24 |
 | Quelling Blade | 8 | 7.69% | 27.1 | 37.50% | -20.83% | -37.50% | -37.50% | 0.00% | 04:37 | -01:29 | -01:28 | 01:12 | 08:53 | 12:44 | 10:21 | 07:40 |
 | Holy Locket | 4 | 3.85% | 25.0 | 50.00% | -7.00% | +50.00% | -50.00% | 0.00% | 20:45 | 17:24 | 17:24 | 18:48 | 20:31 | 26:15 | 03:07 | 02:18 |
 | Headdress | 4 | 3.85% | 22.9 | 50.00% | -7.00% | -50.00% | -50.00% | 0.00% | 15:24 | 13:49 | 13:49 | 14:15 | 15:51 | 17:40 | 02:02 | 01:30 |
 | Solar Crest | 1 | 0.96% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.96% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 17:53 | 00:00 | 00:00 |
 | Crown | 1 | 0.96% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Glimmer Cape | 6 | 5.77% | 14.6 | 33.33% | -24.83% | -33.33% | +66.67% | 0.00% | 25:42 | 18:31 | 22:40 | 23:53 | 29:37 | 32:15 | 06:57 | 05:08 |
 | Blight Stone | 2 | 1.92% | 12.5 | 50.00% | -6.86% | -50.00% | 0.00% | 0.00% | 08:12 | -01:29 | -01:29 | 17:53 | 17:53 | 17:53 | 19:22 | 14:20 |
 | Falcon Blade | 2 | 1.92% | 10.4 | 50.00% | -6.86% | -50.00% | 0.00% | 0.00% | 09:37 | 08:41 | 08:41 | 10:33 | 10:33 | 10:33 | 01:52 | 01:22 |
 | Overwhelming Blink | 2 | 1.92% | 8.3 | 50.00% | -6.86% | +50.00% | 0.00% | 0.00% | 45:32 | 38:28 | 38:28 | 52:36 | 52:36 | 52:36 | 14:08 | 10:28 |
 | Boots of Bearing | 2 | 1.92% | 6.3 | 50.00% | -6.86% | +50.00% | 0.00% | 0.00% | 43:42 | 39:23 | 39:23 | 48:00 | 48:00 | 48:00 | 08:37 | 06:22 |
 | Bracer | 7 | 6.73% | 4.2 | 14.29% | -45.50% | +35.71% | -14.29% | 0.00% | 05:34 | -00:41 | 02:21 | 03:52 | 06:23 | 14:19 | 04:02 | 02:59 |
 | Drum of Endurance | 9 | 8.65% | 2.1 | 11.11% | -49.94% | -11.11% | +38.89% | 0.00% | 20:06 | 15:42 | 16:08 | 19:13 | 22:27 | 26:12 | 06:19 | 04:40 |