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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 | |
 | Force Staff | 39 | 45.35% | 100.0 | 53.85% | +26.19% | +16.15% | +6.15% | -1.75% | 30:22 | 21:53 | 27:06 | 29:38 | 32:49 | 40:33 | 05:43 | 04:14 |
 | Fluffy Hat | 49 | 56.98% | 97.9 | 46.94% | +17.21% | +3.06% | -13.61% | -2.92% | 24:57 | 09:24 | 21:10 | 24:19 | 26:53 | 40:01 | 05:43 | 04:14 |
 | Echo Sabre | 22 | 25.58% | 95.7 | 54.55% | +20.17% | -37.88% | +45.45% | 17.98% | 21:04 | 12:21 | 17:31 | 18:21 | 22:09 | 41:18 | 04:38 | 03:25 |
 | Magic Stick | 82 | 95.35% | 93.6 | 40.24% | +15.24% | +7.38% | +4.76% | -0.64% | 03:13 | -01:30 | -01:28 | 02:24 | 05:32 | 18:24 | 07:00 | 05:11 |
 | Blink Dagger | 85 | 98.84% | 91.5 | 40.00% | +40.00% | -1.90% | -11.43% | -1.86% | 17:38 | 08:53 | 14:55 | 17:57 | 20:02 | 32:33 | 05:07 | 03:47 |
 | Boots of Speed | 86 | 100.00% | 89.4 | 39.53% | +39.53% | +5.92% | -1.43% | -1.79% | 03:07 | -01:29 | -01:29 | 03:47 | 05:35 | 10:37 | 07:04 | 05:14 |
 | Ring of Protection | 7 | 8.14% | 87.2 | 71.43% | +34.72% | -21.43% | +28.57% | 0.00% | 17:17 | -01:29 | -01:29 | 00:08 | 21:07 | 60:10 | 22:36 | 16:44 |
 | Tranquil Boots | 38 | 44.19% | 85.1 | 44.74% | +9.32% | +25.26% | +10.82% | -3.52% | 11:11 | 04:28 | 07:03 | 08:59 | 11:09 | 39:28 | 04:06 | 03:02 |
 | Wind Lace | 68 | 79.07% | 83.0 | 38.24% | -6.20% | +2.94% | +2.94% | 0.00% | 06:38 | -01:29 | 02:48 | 05:46 | 07:21 | 38:56 | 04:33 | 03:22 |
 | Magic Wand | 57 | 66.28% | 80.9 | 38.60% | -2.78% | -24.31% | +4.26% | 3.12% | 10:36 | -01:29 | 05:31 | 08:51 | 14:40 | 37:27 | 09:09 | 06:46 |
 | Crystalys | 19 | 22.09% | 78.7 | 47.37% | +10.06% | -7.37% | +12.63% | 2.16% | 33:03 | 19:05 | 26:53 | 32:37 | 36:08 | 60:57 | 09:15 | 06:51 |
 | Quelling Blade | 27 | 31.40% | 76.6 | 40.74% | +1.76% | +30.69% | +2.12% | 0.00% | 00:05 | -01:29 | -01:29 | -01:29 | -01:29 | 19:02 | 00:00 | 00:00 |
 | Phase Boots | 18 | 20.93% | 74.5 | 44.44% | +6.20% | +35.56% | -19.44% | -9.91% | 10:32 | 05:45 | 08:10 | 09:09 | 13:43 | 16:02 | 05:33 | 04:06 |
 | Chainmail | 19 | 22.09% | 72.3 | 42.11% | +3.30% | +37.89% | -2.11% | -6.98% | 09:52 | 05:13 | 06:56 | 08:50 | 12:40 | 15:22 | 05:44 | 04:14 |
 | Bottle | 23 | 26.74% | 70.2 | 39.13% | -0.55% | +10.87% | +10.87% | 0.00% | 01:39 | 00:14 | 01:19 | 01:35 | 01:46 | 03:37 | 00:27 | 00:20 |
 | Buckler | 2 | 2.33% | 68.1 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 51:52 | 43:33 | 43:33 | 60:10 | 60:10 | 60:10 | 16:37 | 12:18 |
 | Ghost Scepter | 7 | 8.14% | 66.0 | 57.14% | +19.17% | -7.14% | +42.86% | 0.00% | 34:11 | 28:53 | 29:38 | 34:40 | 34:55 | 43:30 | 05:17 | 03:54 |
 | Aghanim's Scepter | 14 | 16.28% | 63.8 | 42.86% | +3.97% | -17.86% | +23.81% | 5.23% | 29:33 | 22:24 | 22:50 | 26:42 | 30:48 | 53:32 | 07:58 | 05:54 |
 | Shadow Blade | 8 | 9.30% | 61.7 | 50.00% | +11.54% | 0.00% | -50.00% | -5.70% | 30:28 | 17:00 | 23:30 | 30:39 | 32:16 | 47:34 | 08:46 | 06:29 |
 | Silver Edge | 8 | 9.30% | 59.6 | 50.00% | +11.54% | 0.00% | -50.00% | -4.69% | 34:20 | 20:35 | 27:20 | 33:19 | 37:59 | 47:34 | 10:39 | 07:53 |
 | Arcane Boots | 5 | 5.81% | 57.4 | 60.00% | +21.73% | -60.00% | -60.00% | 0.00% | 18:22 | 07:46 | 07:46 | 13:09 | 25:59 | 35:37 | 18:13 | 13:29 |
 | Void Stone | 16 | 18.60% | 55.3 | 37.50% | -2.50% | +12.50% | +12.50% | 0.00% | 34:14 | 21:19 | 28:39 | 34:00 | 37:56 | 48:19 | 09:17 | 06:52 |
 | Black King Bar | 21 | 24.42% | 53.2 | 33.33% | -8.21% | -13.33% | +6.67% | 1.91% | 32:09 | 22:10 | 24:23 | 28:38 | 34:50 | 1:02:46 | 10:27 | 07:44 |
 | Daedalus | 9 | 10.47% | 51.1 | 44.44% | +5.48% | +5.56% | +55.56% | 5.59% | 37:29 | 30:53 | 31:36 | 38:35 | 40:33 | 44:54 | 08:57 | 06:37 |
 | Power Treads | 14 | 16.28% | 48.9 | 35.71% | -4.57% | -10.71% | -2.38% | 2.63% | 07:54 | 05:30 | 06:02 | 07:07 | 09:12 | 13:12 | 03:10 | 02:20 |
 | Lotus Orb | 6 | 6.98% | 46.8 | 50.00% | +11.25% | 0.00% | -50.00% | 0.00% | 41:53 | 34:02 | 39:45 | 40:24 | 45:47 | 48:19 | 06:02 | 04:28 |
 | Ring of Health | 6 | 6.98% | 44.7 | 50.00% | +11.25% | 0.00% | -50.00% | 0.00% | 41:16 | 34:00 | 39:25 | 39:42 | 45:46 | 48:19 | 06:21 | 04:42 |
 | Aeon Disk | 3 | 3.49% | 42.6 | 66.67% | +28.12% | +33.33% | 0.00% | 0.00% | 37:52 | 36:30 | 36:30 | 37:02 | 40:03 | 40:03 | 03:33 | 02:37 |
 | Eul's Scepter of Divinity | 11 | 12.79% | 40.4 | 36.36% | -3.64% | -3.03% | -3.03% | 0.00% | 33:54 | 27:07 | 30:41 | 31:44 | 37:12 | 43:09 | 06:31 | 04:49 |
 | Wraith Band | 4 | 4.65% | 38.3 | 50.00% | +10.98% | -50.00% | +50.00% | 0.00% | 22:18 | -01:25 | -01:25 | 27:21 | 29:55 | 33:22 | 31:20 | 23:12 |
 | Assault Cuirass | 1 | 1.16% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 44:11 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.16% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.16% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 00:00 | 00:00 |
 | Kaya | 1 | 1.16% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 6.98% | 27.7 | 33.33% | -6.67% | +16.67% | -33.33% | 0.00% | 42:01 | 30:18 | 36:41 | 41:12 | 41:54 | 60:22 | 05:13 | 03:51 |
 | Overwhelming Blink | 2 | 2.33% | 25.5 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 47:33 | 46:16 | 46:16 | 48:50 | 48:50 | 48:50 | 02:34 | 01:54 |
 | Ring of Basilius | 2 | 2.33% | 23.4 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 23:48 | 23:19 | 23:19 | 24:16 | 24:16 | 24:16 | 00:57 | 00:42 |
 | Drum of Endurance | 2 | 2.33% | 21.3 | 50.00% | +10.71% | +50.00% | 0.00% | 0.00% | 33:00 | 26:05 | 26:05 | 39:55 | 39:55 | 39:55 | 13:50 | 10:14 |
 | Bracer | 1 | 1.16% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 05:32 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.16% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.16% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 20:17 | 00:00 | 00:00 |
 | Moon Shard | 2 | 2.33% | 12.8 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 42:45 | 39:42 | 39:42 | 45:48 | 45:48 | 45:48 | 06:06 | 04:31 |
 | Octarine Core | 1 | 1.16% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.16% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.16% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 00:00 | 00:00 |
 | Headdress | 1 | 1.16% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:25 | -01:25 | -01:25 | -01:25 | -01:25 | -01:25 | 00:00 | 00:00 |
 | Wind Waker | 2 | 2.33% | 2.1 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 58:15 | 48:22 | 48:22 | 1:08:08 | 1:08:08 | 1:08:08 | 19:46 | 14:38 |