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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 | |
 | Hood of Defiance | 59 | 40.69% | 100.0 | 67.80% | +21.29% | -1.13% | +5.53% | 0.81% | 12:58 | 04:54 | 07:21 | 10:25 | 15:34 | 43:23 | 08:13 | 06:05 |
 | Soul Ring | 72 | 49.66% | 98.2 | 65.28% | +20.07% | -9.72% | +6.94% | 4.65% | 08:25 | 01:21 | 06:43 | 08:38 | 10:18 | 19:13 | 03:35 | 02:39 |
 | Blink Dagger | 115 | 79.31% | 96.4 | 61.74% | +31.74% | +10.67% | -20.36% | -4.74% | 22:31 | 10:08 | 19:07 | 21:17 | 25:40 | 55:13 | 06:33 | 04:51 |
 | Phase Boots | 125 | 86.21% | 94.5 | 59.20% | +29.20% | +8.54% | -1.14% | -2.45% | 09:00 | 04:21 | 06:12 | 08:51 | 10:09 | 29:10 | 03:57 | 02:55 |
 | Chainmail | 125 | 86.21% | 92.7 | 59.20% | +29.20% | +8.54% | -4.36% | -2.81% | 07:35 | 01:23 | 04:49 | 07:12 | 09:24 | 28:47 | 04:35 | 03:23 |
 | Aghanim's Scepter | 128 | 88.28% | 90.9 | 58.59% | +29.18% | +0.79% | +0.79% | 0.00% | 19:18 | 12:04 | 16:48 | 18:28 | 20:15 | 42:21 | 03:27 | 02:33 |
 | Ring of Health | 116 | 80.00% | 89.1 | 58.62% | +17.24% | +10.35% | +6.90% | -0.57% | 08:29 | 01:44 | 02:59 | 04:20 | 09:01 | 48:30 | 06:02 | 04:28 |
 | Magic Wand | 106 | 73.10% | 87.3 | 58.49% | +12.34% | -2.93% | -0.80% | 0.41% | 08:08 | -01:30 | 05:08 | 08:35 | 10:20 | 20:07 | 05:12 | 03:51 |
 | Ring of Protection | 101 | 69.66% | 85.5 | 58.42% | +10.69% | -2.42% | +1.58% | 4.00% | 00:41 | -01:29 | -01:29 | -01:29 | 01:47 | 10:34 | 03:16 | 02:25 |
 | Shiva's Guard | 48 | 33.10% | 83.6 | 62.50% | +10.95% | +20.83% | -12.50% | -5.62% | 34:43 | 26:06 | 31:06 | 34:22 | 37:02 | 46:17 | 05:56 | 04:23 |
 | Boots of Speed | 145 | 100.00% | 81.8 | 55.17% | +55.17% | +3.16% | +0.39% | -0.69% | 04:34 | -01:29 | 02:36 | 04:00 | 06:38 | 13:13 | 04:02 | 02:59 |
 | Magic Stick | 123 | 84.83% | 80.0 | 55.28% | +0.73% | +12.46% | -16.57% | -9.52% | 02:10 | -01:29 | -01:29 | 00:02 | 04:32 | 16:11 | 06:01 | 04:27 |
 | Black King Bar | 108 | 74.48% | 78.2 | 53.70% | -5.76% | -1.85% | -9.26% | -1.37% | 26:51 | 14:39 | 23:57 | 25:58 | 29:21 | 43:21 | 05:24 | 04:00 |
 | Eternal Shroud | 18 | 12.41% | 76.4 | 66.67% | +13.13% | -26.67% | +8.33% | 5.01% | 27:38 | 17:55 | 24:11 | 26:19 | 31:10 | 35:40 | 06:59 | 05:10 |
 | Vanguard | 58 | 40.00% | 74.5 | 53.45% | -2.87% | +13.22% | +3.69% | -3.18% | 07:45 | 04:02 | 06:07 | 07:17 | 09:07 | 16:11 | 03:00 | 02:13 |
 | Kaya | 17 | 11.72% | 72.7 | 64.71% | +10.80% | +35.29% | -14.71% | -5.42% | 31:07 | 19:11 | 26:34 | 28:32 | 35:47 | 47:17 | 09:13 | 06:49 |
 | Quelling Blade | 68 | 46.90% | 70.9 | 50.00% | -9.74% | +2.94% | +14.71% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:08 | 00:00 | 00:00 |
 | Void Stone | 30 | 20.69% | 69.1 | 56.67% | +1.89% | -19.17% | +14.76% | 5.49% | 35:14 | 11:57 | 32:33 | 35:18 | 38:44 | 56:56 | 06:11 | 04:34 |
 | Overwhelming Blink | 18 | 12.41% | 67.3 | 61.11% | +6.78% | +18.89% | -11.11% | -3.79% | 43:48 | 32:07 | 39:35 | 41:52 | 47:30 | 1:03:58 | 07:55 | 05:51 |
 | Aghanim's Shard | 27 | 18.62% | 65.5 | 55.56% | +0.48% | +15.87% | +1.58% | -1.06% | 35:23 | 20:34 | 27:35 | 32:27 | 41:07 | 1:05:56 | 13:32 | 10:01 |
 | Refresher Orb | 12 | 8.28% | 63.6 | 66.67% | +12.53% | 0.00% | 0.00% | 0.00% | 44:11 | 36:40 | 37:22 | 39:44 | 48:31 | 57:16 | 11:09 | 08:15 |
 | Bottle | 24 | 16.55% | 61.8 | 50.00% | -6.20% | +16.67% | +16.67% | 0.00% | 01:26 | 00:50 | 01:18 | 01:24 | 01:33 | 01:58 | 00:15 | 00:11 |
 | Sange | 13 | 8.97% | 60.0 | 53.85% | -1.45% | -20.52% | -20.52% | 0.00% | 35:28 | 22:23 | 23:13 | 32:35 | 47:17 | 55:14 | 24:04 | 17:49 |
 | Bracer | 16 | 11.03% | 58.2 | 50.00% | -5.81% | +25.00% | -25.00% | -50.00% | 01:43 | -01:29 | -01:29 | 01:42 | 02:16 | 06:23 | 03:45 | 02:46 |
 | Wind Lace | 28 | 19.31% | 56.4 | 42.86% | -15.26% | -28.57% | +14.28% | 7.32% | 09:02 | -01:29 | 04:00 | 06:55 | 09:51 | 47:59 | 05:51 | 04:20 |
 | Ghost Scepter | 11 | 7.59% | 54.5 | 54.55% | -0.67% | +12.12% | -21.22% | -5.36% | 30:38 | 20:44 | 26:02 | 29:20 | 32:15 | 45:36 | 06:13 | 04:36 |
 | Kaya and Sange | 6 | 4.14% | 52.7 | 66.67% | +11.99% | -16.67% | -66.67% | 0.00% | 37:14 | 27:26 | 28:07 | 30:23 | 47:17 | 55:14 | 19:10 | 14:11 |
 | Ethereal Blade | 7 | 4.83% | 50.9 | 57.14% | +2.07% | +42.86% | -7.14% | 0.00% | 33:53 | 28:05 | 28:56 | 32:34 | 35:23 | 43:16 | 06:27 | 04:46 |
 | Headdress | 2 | 1.38% | 49.1 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 39:12 | 33:40 | 33:40 | 44:44 | 44:44 | 44:44 | 11:04 | 08:11 |
 | Crimson Guard | 2 | 1.38% | 47.3 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 17:07 | 12:04 | 12:04 | 22:10 | 22:10 | 22:10 | 10:06 | 07:28 |
 | Pipe of Insight | 2 | 1.38% | 45.5 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 39:40 | 33:40 | 33:40 | 45:39 | 45:39 | 45:39 | 11:59 | 08:52 |
 | Helm of Iron Will | 2 | 1.38% | 43.6 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 15:35 | 10:03 | 10:03 | 21:07 | 21:07 | 21:07 | 11:04 | 08:11 |
 | Aether Lens | 4 | 2.76% | 41.8 | 50.00% | -5.32% | -50.00% | +50.00% | 0.00% | 32:46 | 20:56 | 20:56 | 28:50 | 35:56 | 45:21 | 15:00 | 11:06 |
 | Heaven's Halberd | 4 | 2.76% | 40.0 | 50.00% | -5.32% | -50.00% | +50.00% | 0.00% | 36:01 | 26:08 | 26:08 | 33:00 | 36:26 | 48:29 | 10:18 | 07:37 |
 | Linken's Sphere | 4 | 2.76% | 38.2 | 50.00% | -5.32% | +50.00% | +50.00% | 0.00% | 39:40 | 21:30 | 21:30 | 38:43 | 42:09 | 56:16 | 20:39 | 15:17 |
 | Desolator | 1 | 0.69% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 00:00 | 00:00 |
 | Buckler | 1 | 0.69% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 43:03 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.69% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 32:51 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.69% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.69% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.69% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:21 | 1:09:21 | 1:09:21 | 1:09:21 | 1:09:21 | 1:09:21 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.69% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 59:29 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.69% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.69% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 24:20 | 00:00 | 00:00 |
 | Lotus Orb | 8 | 5.52% | 20.0 | 25.00% | -31.93% | -25.00% | -25.00% | 0.00% | 31:03 | 22:47 | 27:14 | 32:38 | 34:00 | 35:25 | 06:46 | 05:00 |
 | Aghanim's Blessing | 3 | 2.07% | 18.2 | 33.33% | -22.30% | -33.33% | 0.00% | 0.00% | 58:36 | 55:29 | 55:29 | 57:21 | 1:02:59 | 1:02:59 | 07:30 | 05:33 |
 | Fluffy Hat | 4 | 2.76% | 16.4 | 25.00% | -31.03% | -25.00% | -25.00% | 0.00% | 37:06 | 13:03 | 13:03 | 27:42 | 52:31 | 55:08 | 39:28 | 29:14 |
 | Tranquil Boots | 6 | 4.14% | 14.5 | 16.67% | -40.16% | -16.67% | +83.33% | 0.00% | 11:07 | 04:17 | 05:45 | 07:08 | 08:02 | 33:36 | 02:17 | 01:41 |
 | Power Treads | 1 | 0.69% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 06:01 | 00:00 | 00:00 |
 | Force Staff | 2 | 1.38% | 10.9 | 0.00% | -55.94% | 0.00% | 0.00% | 0.00% | 53:50 | 52:31 | 52:31 | 55:08 | 55:08 | 55:08 | 02:37 | 01:56 |
 | Wraith Band | 2 | 1.38% | 9.1 | 0.00% | -55.94% | 0.00% | 0.00% | 0.00% | 00:01 | -01:29 | -01:29 | 01:31 | 01:31 | 01:31 | 03:00 | 02:13 |
 | Eul's Scepter of Divinity | 1 | 0.69% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.69% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.69% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 1:13:27 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.69% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |