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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 | |
 | Linken's Sphere | 5 | 5.75% | 100.0 | 100.00% | +65.85% | 0.00% | 0.00% | 0.00% | 30:11 | 22:51 | 22:51 | 26:04 | 35:59 | 40:37 | 13:08 | 09:43 |
 | Void Stone | 73 | 83.91% | 97.8 | 42.47% | +28.18% | +1.97% | -20.25% | -2.35% | 19:24 | 07:37 | 13:09 | 17:22 | 22:37 | 43:31 | 09:28 | 07:00 |
 | Wind Lace | 33 | 37.93% | 95.7 | 48.48% | +17.00% | +26.52% | -10.98% | -7.33% | 13:58 | 07:50 | 11:26 | 13:50 | 16:33 | 26:18 | 05:07 | 03:47 |
 | Eul's Scepter of Divinity | 33 | 37.93% | 93.5 | 48.48% | +17.00% | +1.52% | +1.52% | 0.00% | 16:33 | 11:38 | 14:46 | 15:53 | 17:45 | 26:35 | 02:59 | 02:12 |
 | Magic Wand | 75 | 86.21% | 91.3 | 41.33% | +24.66% | -4.49% | +16.56% | 4.77% | 07:05 | -01:29 | 04:43 | 07:37 | 09:08 | 14:22 | 04:25 | 03:16 |
 | Black King Bar | 34 | 39.08% | 89.1 | 47.06% | +14.98% | -2.62% | -22.06% | -2.14% | 29:06 | 19:45 | 24:36 | 29:29 | 33:40 | 37:27 | 09:04 | 06:42 |
 | Quelling Blade | 83 | 95.40% | 87.0 | 39.76% | +39.76% | -1.66% | +12.62% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Lotus Orb | 43 | 49.43% | 84.8 | 44.19% | +12.37% | -7.83% | +10.36% | 2.02% | 23:48 | 13:15 | 18:51 | 22:32 | 27:52 | 39:48 | 09:01 | 06:40 |
 | Bracer | 55 | 63.22% | 82.6 | 41.82% | +10.57% | +1.04% | -6.11% | -7.15% | 02:18 | 00:24 | 01:54 | 02:11 | 02:38 | 04:05 | 00:44 | 00:32 |
 | Magic Stick | 79 | 90.80% | 80.4 | 39.24% | +14.24% | -4.24% | +15.76% | 3.15% | 04:02 | -01:30 | 00:52 | 04:06 | 07:13 | 12:46 | 06:21 | 04:42 |
 | Sange | 76 | 87.36% | 78.3 | 39.47% | +12.20% | -7.89% | -2.63% | 0.81% | 19:46 | 09:23 | 15:36 | 17:56 | 22:08 | 39:43 | 06:32 | 04:50 |
 | Ring of Health | 76 | 87.36% | 76.1 | 39.47% | +12.20% | -13.15% | +2.64% | 2.02% | 14:39 | 03:18 | 09:43 | 11:17 | 17:33 | 43:31 | 07:50 | 05:48 |
 | Boots of Speed | 87 | 100.00% | 73.9 | 37.93% | +37.93% | -6.11% | -10.66% | -1.82% | 04:36 | 01:26 | 03:09 | 04:41 | 05:39 | 10:14 | 02:30 | 01:51 |
 | Arcane Boots | 87 | 100.00% | 71.7 | 37.93% | +37.93% | +2.98% | -10.66% | -6.39% | 07:43 | 04:47 | 06:25 | 07:28 | 08:33 | 11:42 | 02:08 | 01:34 |
 | Ring of Protection | 87 | 100.00% | 69.6 | 37.93% | +37.93% | -6.11% | +16.62% | 8.58% | 01:58 | -01:30 | -01:29 | 02:24 | 04:08 | 10:30 | 05:37 | 04:09 |
 | Soul Ring | 87 | 100.00% | 67.4 | 37.93% | +37.93% | +2.98% | -6.11% | -3.29% | 05:18 | 01:47 | 04:02 | 04:48 | 06:48 | 10:44 | 02:46 | 02:02 |
 | Kaya | 65 | 74.71% | 65.2 | 38.46% | +2.10% | +5.29% | +11.54% | 0.64% | 19:23 | 10:17 | 14:02 | 18:09 | 23:49 | 54:14 | 09:47 | 07:14 |
 | Kaya and Sange | 60 | 68.97% | 63.0 | 38.33% | +1.29% | +1.67% | +8.34% | 0.92% | 22:00 | 13:26 | 17:16 | 20:28 | 24:30 | 54:30 | 07:14 | 05:21 |
 | Aghanim's Shard | 19 | 21.84% | 60.9 | 47.37% | +12.08% | +12.63% | -7.37% | -2.89% | 25:01 | 15:17 | 20:24 | 24:58 | 27:19 | 40:24 | 06:55 | 05:07 |
 | Hood of Defiance | 51 | 58.62% | 58.7 | 37.25% | -1.64% | +1.21% | +8.90% | 3.42% | 11:20 | 07:31 | 09:35 | 11:04 | 11:50 | 22:33 | 02:15 | 01:40 |
 | Headdress | 6 | 6.90% | 56.5 | 66.67% | +30.87% | -16.67% | +33.33% | 0.00% | 22:48 | 11:11 | 14:31 | 22:16 | 27:16 | 38:47 | 12:45 | 09:26 |
 | Pipe of Insight | 6 | 6.90% | 54.3 | 66.67% | +30.87% | -16.67% | +33.33% | 0.00% | 24:05 | 14:28 | 16:43 | 22:37 | 27:58 | 39:25 | 11:15 | 08:20 |
 | Heaven's Halberd | 12 | 13.79% | 52.2 | 50.00% | +14.00% | +16.67% | -16.67% | -5.54% | 23:12 | 16:30 | 18:53 | 22:19 | 24:54 | 33:44 | 06:01 | 04:27 |
 | Scythe of Vyse | 17 | 19.54% | 50.0 | 41.18% | +4.04% | -16.18% | -16.18% | 0.00% | 35:14 | 25:36 | 30:13 | 35:20 | 37:44 | 47:21 | 07:31 | 05:34 |
 | Shiva's Guard | 11 | 12.64% | 47.8 | 45.45% | +8.61% | -12.12% | -45.45% | -4.55% | 30:48 | 22:04 | 26:21 | 30:16 | 33:41 | 45:39 | 07:20 | 05:25 |
 | Blink Dagger | 17 | 19.54% | 45.7 | 35.29% | -3.28% | +14.71% | -10.29% | -1.40% | 30:23 | 14:36 | 19:50 | 30:46 | 37:44 | 49:30 | 17:54 | 13:15 |
 | Fluffy Hat | 3 | 3.45% | 43.5 | 66.67% | +29.77% | +33.33% | 0.00% | 0.00% | 21:49 | 08:02 | 08:02 | 27:45 | 29:41 | 29:41 | 21:39 | 16:02 |
 | Heart of Tarrasque | 1 | 1.15% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.15% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.15% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.15% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 00:00 | 00:00 |
 | Yasha | 1 | 1.15% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.15% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:47 | 51:47 | 51:47 | 51:47 | 51:47 | 51:47 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.15% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.15% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 8 | 9.20% | 23.9 | 25.00% | -14.24% | +25.00% | -25.00% | 0.00% | 34:30 | 26:50 | 28:50 | 31:34 | 41:17 | 42:27 | 12:27 | 09:13 |
 | Ethereal Blade | 2 | 2.30% | 21.7 | 50.00% | +12.35% | +50.00% | 0.00% | 0.00% | 36:52 | 29:33 | 29:33 | 44:10 | 44:10 | 44:10 | 14:37 | 10:49 |
 | Force Staff | 2 | 2.30% | 19.6 | 50.00% | +12.35% | +50.00% | 0.00% | 0.00% | 29:54 | 29:41 | 29:41 | 30:06 | 30:06 | 30:06 | 00:25 | 00:18 |
 | Helm of Iron Will | 3 | 3.45% | 17.4 | 33.33% | -4.77% | -33.33% | 0.00% | 0.00% | 28:03 | 14:19 | 14:19 | 22:05 | 47:45 | 47:45 | 33:26 | 24:45 |
 | Ghost Scepter | 3 | 3.45% | 15.2 | 33.33% | -4.77% | +66.67% | 0.00% | 0.00% | 33:23 | 26:46 | 26:46 | 34:17 | 39:06 | 39:06 | 12:20 | 09:08 |
 | Vanguard | 4 | 4.60% | 13.0 | 25.00% | -13.55% | -25.00% | -25.00% | 0.00% | 10:57 | 09:08 | 09:08 | 10:00 | 11:45 | 12:54 | 02:37 | 01:56 |
 | Crimson Guard | 2 | 2.30% | 10.9 | 0.00% | -38.82% | 0.00% | 0.00% | 0.00% | 19:39 | 16:48 | 16:48 | 22:30 | 22:30 | 22:30 | 05:42 | 04:13 |
 | Bottle | 1 | 1.15% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.15% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Orb of Venom | 3 | 3.45% | 4.3 | 0.00% | -39.29% | 0.00% | 0.00% | 0.00% | 02:34 | 01:22 | 01:22 | 03:06 | 03:13 | 03:13 | 01:51 | 01:22 |
 | Eternal Shroud | 2 | 2.30% | 2.2 | 0.00% | -38.82% | 0.00% | 0.00% | 0.00% | 32:34 | 24:26 | 24:26 | 40:41 | 40:41 | 40:41 | 16:15 | 12:02 |