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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 | 26 | 34.67% | 100.0 | 61.54% | +26.85% | -4.40% | +5.13% | 1.18% | 25:01 | 10:27 | 21:30 | 23:54 | 29:34 | 36:35 | 08:04 | 05:58 |
 | Heart of Tarrasque | 9 | 12.00% | 98.3 | 77.78% | +38.39% | +22.22% | -77.78% | 0.00% | 35:34 | 26:34 | 27:13 | 38:19 | 39:20 | 42:06 | 12:07 | 08:58 |
 | Lotus Orb | 25 | 33.33% | 96.7 | 60.00% | +24.00% | -10.00% | -10.00% | 0.00% | 26:36 | 15:25 | 21:54 | 25:25 | 29:52 | 53:58 | 07:58 | 05:54 |
 | Wind Lace | 14 | 18.67% | 95.0 | 64.29% | +24.95% | +35.71% | -30.96% | -9.80% | 11:10 | 04:27 | 08:33 | 08:57 | 15:21 | 22:07 | 06:48 | 05:02 |
 | Skull Basher | 12 | 16.00% | 93.3 | 66.67% | +26.99% | 0.00% | -66.67% | -7.46% | 35:16 | 23:01 | 29:49 | 31:39 | 38:45 | 49:27 | 08:56 | 06:37 |
 | Assault Cuirass | 28 | 37.33% | 91.7 | 53.57% | +15.27% | +3.57% | -10.71% | -2.20% | 32:31 | 25:25 | 27:47 | 29:54 | 34:16 | 1:01:36 | 06:29 | 04:48 |
 | Aghanim's Scepter | 73 | 97.33% | 90.0 | 45.21% | +45.21% | +32.57% | -22.99% | -20.84% | 17:38 | 13:11 | 15:23 | 16:28 | 18:03 | 53:58 | 02:40 | 01:58 |
 | Quelling Blade | 55 | 73.33% | 88.3 | 47.27% | +12.27% | +9.87% | -11.56% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 00:13 | 00:00 | 00:00 |
 | Boots of Travel | 19 | 25.33% | 86.7 | 57.89% | +18.60% | +22.11% | -37.89% | -5.31% | 39:30 | 13:21 | 33:15 | 39:26 | 44:33 | 58:54 | 11:18 | 08:22 |
 | Ring of Health | 74 | 98.67% | 85.0 | 44.59% | +44.59% | -13.01% | +10.97% | 23.98% | 03:15 | 01:33 | 02:37 | 03:00 | 03:29 | 07:10 | 00:52 | 00:38 |
 | Boots of Speed | 74 | 98.67% | 83.3 | 44.59% | +44.59% | +18.57% | -5.70% | -10.18% | 07:03 | 00:50 | 06:12 | 07:00 | 08:35 | 10:59 | 02:23 | 01:45 |
 | Vanguard | 74 | 98.67% | 81.7 | 44.59% | +44.59% | -2.48% | -5.70% | -2.08% | 06:28 | 04:49 | 05:33 | 06:19 | 07:06 | 12:57 | 01:33 | 01:08 |
 | Buckler | 29 | 38.67% | 80.0 | 51.72% | +12.59% | -8.86% | -8.86% | 0.00% | 31:26 | 23:18 | 26:08 | 29:28 | 34:12 | 1:01:32 | 08:04 | 05:58 |
 | Arcane Boots | 39 | 52.00% | 78.3 | 48.72% | +9.83% | +11.28% | +1.28% | -6.67% | 08:17 | 03:57 | 07:23 | 08:14 | 08:53 | 17:28 | 01:30 | 01:06 |
 | Black King Bar | 47 | 62.67% | 76.7 | 46.81% | +7.52% | +28.19% | -5.14% | -3.28% | 27:01 | 12:59 | 21:32 | 23:48 | 31:42 | 53:58 | 10:10 | 07:31 |
 | Magic Stick | 64 | 85.33% | 75.0 | 43.75% | -1.70% | -6.25% | 0.00% | 6.25% | 00:31 | -01:29 | -01:29 | -01:29 | 00:52 | 11:02 | 02:21 | 01:44 |
 | Abyssal Blade | 11 | 14.67% | 73.3 | 63.64% | +23.01% | +3.03% | -63.64% | -6.87% | 38:45 | 24:54 | 32:56 | 35:53 | 42:38 | 51:43 | 09:42 | 07:11 |
 | Aghanim's Shard | 44 | 58.67% | 71.7 | 45.45% | +3.51% | +18.19% | -36.36% | -8.55% | 22:23 | 15:22 | 17:14 | 18:01 | 23:37 | 1:02:30 | 06:23 | 04:43 |
 | Bloodstone | 32 | 42.67% | 70.0 | 46.88% | +5.02% | +28.12% | -9.38% | -8.33% | 25:06 | 19:29 | 21:00 | 22:32 | 25:30 | 53:58 | 04:30 | 03:20 |
 | Boots of Travel 2 | 5 | 6.67% | 68.3 | 80.00% | +38.57% | +20.00% | +20.00% | 0.00% | 47:03 | 30:11 | 30:11 | 45:43 | 47:14 | 1:08:24 | 17:03 | 12:37 |
 | Ring of Protection | 52 | 69.33% | 66.7 | 42.31% | -5.52% | -3.85% | +11.54% | 2.05% | 10:20 | -01:29 | -01:29 | 06:47 | 08:59 | 1:01:32 | 10:28 | 07:45 |
 | Magic Wand | 56 | 74.67% | 65.0 | 37.50% | -25.66% | -1.79% | -1.79% | 0.00% | 09:16 | -01:29 | 07:45 | 09:18 | 10:20 | 22:30 | 02:35 | 01:54 |
 | Aghanim's Blessing | 8 | 10.67% | 63.3 | 62.50% | +20.71% | +37.50% | -12.50% | 0.00% | 48:06 | 39:39 | 42:06 | 43:55 | 49:36 | 1:01:08 | 07:30 | 05:33 |
 | Kaya | 11 | 14.67% | 61.7 | 54.55% | +12.36% | +45.45% | -54.55% | -20.48% | 31:49 | 25:05 | 27:44 | 30:33 | 32:37 | 42:56 | 04:53 | 03:37 |
 | Soul Ring | 33 | 44.00% | 60.0 | 39.39% | -8.23% | -1.89% | -14.39% | -6.41% | 08:37 | 03:23 | 07:33 | 08:20 | 09:30 | 17:16 | 01:57 | 01:26 |
 | Cornucopia | 6 | 8.00% | 58.3 | 66.67% | +24.64% | -16.67% | +33.33% | 0.00% | 44:05 | 26:34 | 29:47 | 45:39 | 50:42 | 1:02:19 | 20:55 | 15:29 |
 | Kaya and Sange | 12 | 16.00% | 56.7 | 50.00% | +7.14% | +50.00% | -50.00% | -18.18% | 33:56 | 25:32 | 28:11 | 31:03 | 33:41 | 53:58 | 05:30 | 04:04 |
 | Sange | 22 | 29.33% | 55.0 | 40.91% | -4.37% | +9.09% | -20.91% | -4.89% | 27:39 | 16:42 | 24:46 | 27:53 | 30:54 | 41:48 | 06:08 | 04:32 |
 | Refresher Orb | 4 | 5.33% | 53.3 | 75.00% | +32.75% | +25.00% | +25.00% | 0.00% | 52:34 | 45:54 | 45:54 | 50:42 | 51:18 | 1:02:20 | 05:24 | 04:00 |
 | Power Treads | 20 | 26.67% | 51.7 | 40.00% | -5.45% | +20.00% | 0.00% | -1.76% | 17:26 | 09:38 | 11:10 | 12:09 | 22:30 | 40:18 | 11:20 | 08:23 |
 | Overwhelming Blink | 3 | 4.00% | 50.0 | 66.67% | +23.61% | +33.33% | 0.00% | 0.00% | 52:02 | 44:52 | 44:52 | 45:49 | 1:05:26 | 1:05:26 | 20:34 | 15:14 |
 | Morbid Mask | 11 | 14.67% | 48.3 | 36.36% | -8.95% | -36.36% | -36.36% | 0.00% | 34:38 | 28:19 | 32:41 | 33:24 | 35:59 | 41:40 | 03:18 | 02:26 |
 | Blink Dagger | 7 | 9.33% | 46.7 | 42.86% | -1.26% | +7.14% | +7.14% | 0.00% | 38:13 | 26:28 | 35:04 | 39:28 | 40:11 | 49:31 | 05:07 | 03:47 |
 | Heaven's Halberd | 9 | 12.00% | 45.0 | 33.33% | -12.12% | +16.67% | +16.67% | 0.00% | 28:06 | 18:51 | 20:28 | 29:41 | 32:17 | 35:37 | 11:49 | 08:45 |
 | Satanic | 9 | 12.00% | 43.3 | 33.33% | -12.12% | +16.67% | -33.33% | 0.00% | 35:49 | 30:52 | 32:58 | 34:45 | 38:41 | 41:51 | 05:43 | 04:14 |
 | Force Staff | 1 | 1.33% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.33% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.33% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.33% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 41:21 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.33% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.33% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 00:00 | 00:00 |
 | Radiance | 1 | 1.33% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Phase Boots | 9 | 12.00% | 28.3 | 22.22% | -24.75% | +27.78% | -22.22% | 0.00% | 13:49 | 07:43 | 08:45 | 11:21 | 17:11 | 26:58 | 08:26 | 06:14 |
 | Fluffy Hat | 2 | 2.67% | 26.7 | 50.00% | +6.16% | -50.00% | 0.00% | 0.00% | 32:31 | 09:28 | 09:28 | 55:33 | 55:33 | 55:33 | 46:05 | 34:08 |
 | Chainmail | 10 | 13.33% | 25.0 | 20.00% | -27.69% | +13.33% | -20.00% | -3.96% | 12:58 | 07:04 | 08:18 | 10:26 | 16:43 | 26:49 | 08:25 | 06:14 |
 | Linken's Sphere | 3 | 4.00% | 23.3 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 31:00 | 26:34 | 26:34 | 29:52 | 36:35 | 36:35 | 10:01 | 07:25 |
 | Wraith Band | 4 | 5.33% | 21.7 | 25.00% | -20.07% | -25.00% | +75.00% | 0.00% | 23:52 | 04:26 | 04:26 | 26:03 | 30:21 | 34:38 | 25:55 | 19:11 |
 | Headdress | 1 | 1.33% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.33% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.33% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.33% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.33% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 21:08 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.33% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:54 | 11:54 | 11:54 | 11:54 | 11:54 | 11:54 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Yasha | 1 | 1.33% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.33% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 2.67% | 5.0 | 0.00% | -45.21% | 0.00% | 0.00% | 0.00% | 33:51 | 31:34 | 31:34 | 36:07 | 36:07 | 36:07 | 04:33 | 03:22 |
 | Eternal Shroud | 1 | 1.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.33% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |