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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 | 66 | 38.37% | 100.0 | 68.18% | +21.01% | +2.41% | -11.93% | -1.12% | 34:19 | 07:22 | 27:19 | 33:15 | 40:04 | 1:18:11 | 12:45 | 09:26 |
 | Black King Bar | 72 | 41.86% | 98.4 | 66.67% | +19.67% | -22.23% | +11.11% | 5.04% | 27:14 | 16:33 | 22:38 | 26:14 | 29:15 | 49:48 | 06:37 | 04:54 |
 | Aghanim's Scepter | 64 | 37.21% | 96.9 | 67.19% | +19.04% | +14.06% | -23.44% | -8.27% | 22:07 | 15:04 | 18:43 | 20:56 | 23:15 | 40:40 | 04:32 | 03:21 |
 | Octarine Core | 40 | 23.26% | 95.3 | 67.50% | +15.98% | +2.50% | +2.50% | 0.00% | 42:06 | 19:58 | 35:37 | 40:02 | 49:31 | 1:18:12 | 13:54 | 10:17 |
 | Power Treads | 68 | 39.53% | 93.8 | 63.24% | +13.24% | +1.47% | +7.35% | 3.30% | 08:08 | 05:08 | 06:28 | 07:10 | 08:15 | 17:17 | 01:47 | 01:19 |
 | Bottle | 65 | 37.79% | 92.2 | 63.08% | +12.61% | +5.67% | -6.83% | -12.50% | 01:39 | 00:53 | 01:21 | 01:34 | 01:47 | 03:53 | 00:26 | 00:19 |
 | Crystalys | 32 | 18.60% | 90.6 | 68.75% | +16.61% | +18.75% | -31.25% | -5.92% | 33:23 | 18:54 | 29:08 | 34:07 | 37:35 | 42:37 | 08:27 | 06:15 |
 | Magic Stick | 154 | 89.53% | 89.1 | 56.49% | +12.05% | -2.64% | -9.12% | -1.68% | 03:26 | -01:29 | 01:02 | 02:21 | 04:54 | 21:05 | 03:52 | 02:51 |
 | Blink Dagger | 163 | 94.77% | 87.5 | 55.83% | +11.39% | +10.02% | -7.05% | -2.20% | 16:06 | 08:29 | 11:29 | 14:23 | 19:15 | 36:16 | 07:46 | 05:45 |
 | Aghanim's Shard | 96 | 55.81% | 85.9 | 58.33% | +7.01% | -4.16% | +16.67% | 2.66% | 22:01 | 15:00 | 15:44 | 20:17 | 23:33 | 55:39 | 07:49 | 05:47 |
 | Boots of Speed | 172 | 100.00% | 84.4 | 55.23% | +55.23% | -11.04% | +9.89% | 5.95% | 03:03 | -01:29 | 01:35 | 03:45 | 05:06 | 08:52 | 03:31 | 02:36 |
 | Shadow Blade | 44 | 25.58% | 82.8 | 61.36% | +8.23% | +20.46% | -25.00% | -6.64% | 33:32 | 22:52 | 29:35 | 32:05 | 36:26 | 60:25 | 06:51 | 05:04 |
 | Quelling Blade | 79 | 45.93% | 81.3 | 56.96% | +3.20% | +8.04% | +3.04% | 0.00% | -00:28 | -01:30 | -01:29 | -01:29 | -01:29 | 17:44 | 00:00 | 00:00 |
 | Cornucopia | 20 | 11.63% | 79.7 | 70.00% | +16.71% | +10.00% | -50.00% | -3.95% | 37:26 | 12:09 | 27:25 | 36:56 | 42:37 | 58:52 | 15:12 | 11:15 |
 | Wind Lace | 56 | 32.56% | 78.1 | 58.93% | +5.48% | +5.36% | +12.50% | 0.78% | 07:04 | -01:29 | -01:28 | 05:16 | 10:38 | 53:39 | 12:06 | 08:57 |
 | Magic Wand | 105 | 61.05% | 76.6 | 54.29% | -2.43% | +7.25% | -8.14% | -2.20% | 10:10 | -01:25 | 06:15 | 08:21 | 13:14 | 33:44 | 06:59 | 05:10 |
 | Linken's Sphere | 15 | 8.72% | 75.0 | 73.33% | +19.83% | +1.67% | -23.33% | -2.42% | 35:34 | 22:44 | 31:08 | 36:53 | 41:27 | 45:55 | 10:19 | 07:38 |
 | Heart of Tarrasque | 5 | 2.91% | 73.4 | 100.00% | +46.11% | 0.00% | 0.00% | 0.00% | 41:43 | 24:13 | 24:13 | 46:17 | 50:06 | 58:03 | 25:53 | 19:10 |
 | Arcane Boots | 82 | 47.67% | 71.9 | 54.88% | -0.68% | -21.55% | +5.12% | 2.67% | 13:52 | 04:15 | 08:34 | 10:22 | 18:33 | 43:31 | 09:59 | 07:23 |
 | Aether Lens | 34 | 19.77% | 70.3 | 61.76% | +8.14% | +4.91% | -24.26% | -2.81% | 31:33 | 21:36 | 25:51 | 28:54 | 36:13 | 49:29 | 10:22 | 07:40 |
 | Silver Edge | 27 | 15.70% | 68.8 | 62.96% | +9.17% | +22.75% | -34.39% | -12.11% | 36:09 | 25:08 | 33:30 | 35:50 | 38:13 | 52:41 | 04:43 | 03:29 |
 | Aeon Disk | 7 | 4.07% | 67.2 | 85.71% | +31.77% | +14.29% | +14.29% | 0.00% | 47:36 | 36:05 | 44:46 | 45:57 | 48:01 | 1:02:28 | 03:15 | 02:24 |
 | Buckler | 4 | 2.33% | 65.6 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 32:05 | 19:26 | 19:26 | 31:45 | 35:10 | 41:57 | 15:44 | 11:39 |
 | Eul's Scepter of Divinity | 4 | 2.33% | 64.1 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 33:55 | 25:42 | 25:42 | 26:45 | 28:59 | 54:12 | 03:17 | 02:25 |
 | Force Staff | 36 | 20.93% | 62.5 | 52.78% | -3.10% | +13.89% | -8.34% | -2.82% | 30:49 | 19:42 | 27:07 | 30:45 | 35:00 | 43:12 | 07:53 | 05:50 |
 | Fluffy Hat | 39 | 22.67% | 60.9 | 51.28% | -5.11% | +18.72% | -1.28% | -3.05% | 25:51 | 13:40 | 21:37 | 25:55 | 28:11 | 39:42 | 06:34 | 04:51 |
 | Tranquil Boots | 13 | 7.56% | 59.4 | 61.54% | +6.82% | -28.21% | +38.46% | 2.71% | 21:36 | 06:19 | 06:46 | 21:26 | 31:24 | 38:47 | 24:38 | 18:14 |
 | Ring of Health | 11 | 6.40% | 57.8 | 63.64% | +8.98% | -30.31% | +36.36% | 2.21% | 23:45 | 02:01 | 03:20 | 25:56 | 33:27 | 46:35 | 30:07 | 22:18 |
 | Ring of Protection | 11 | 6.40% | 56.3 | 63.64% | +8.98% | +3.03% | +36.36% | 3.27% | 10:09 | -01:29 | 02:46 | 06:01 | 12:57 | 35:10 | 10:11 | 07:32 |
 | Bracer | 16 | 9.30% | 54.7 | 56.25% | +1.12% | -6.25% | -6.25% | 0.00% | 03:20 | 01:40 | 02:06 | 02:44 | 03:44 | 07:21 | 01:38 | 01:12 |
 | Daedalus | 3 | 1.74% | 53.1 | 100.00% | +45.56% | 0.00% | 0.00% | 0.00% | 34:23 | 28:42 | 28:42 | 31:52 | 42:34 | 42:34 | 13:52 | 10:16 |
 | Overwhelming Blink | 7 | 4.07% | 51.6 | 71.43% | +16.88% | +28.57% | -21.43% | -3.41% | 52:00 | 30:24 | 43:54 | 47:43 | 58:34 | 1:11:05 | 14:40 | 10:51 |
 | Refresher Orb | 13 | 7.56% | 50.0 | 53.85% | -1.50% | +46.15% | -20.52% | -6.53% | 52:37 | 41:33 | 44:21 | 48:28 | 54:34 | 1:23:54 | 10:13 | 07:34 |
 | Boots of Travel 2 | 6 | 3.49% | 48.4 | 66.67% | +11.85% | +33.33% | +33.33% | 0.00% | 60:46 | 44:51 | 57:55 | 1:01:24 | 1:06:18 | 1:11:05 | 08:23 | 06:12 |
 | Assault Cuirass | 2 | 1.16% | 46.9 | 100.00% | +45.29% | 0.00% | 0.00% | 0.00% | 38:05 | 33:53 | 33:53 | 42:17 | 42:17 | 42:17 | 08:24 | 06:13 |
 | Headdress | 2 | 1.16% | 45.3 | 100.00% | +45.29% | 0.00% | 0.00% | 0.00% | 20:21 | 18:22 | 18:22 | 22:20 | 22:20 | 22:20 | 03:58 | 02:56 |
 | Sange | 5 | 2.91% | 43.8 | 60.00% | +4.91% | +40.00% | -60.00% | 0.00% | 29:39 | 18:15 | 18:15 | 31:24 | 35:32 | 41:49 | 17:17 | 12:48 |
 | Glimmer Cape | 3 | 1.74% | 42.2 | 66.67% | +11.64% | +33.33% | 0.00% | 0.00% | 29:27 | 25:30 | 25:30 | 30:25 | 32:26 | 32:26 | 06:56 | 05:08 |
 | Heaven's Halberd | 3 | 1.74% | 40.6 | 66.67% | +11.64% | +33.33% | 0.00% | 0.00% | 27:49 | 21:14 | 21:14 | 26:25 | 35:48 | 35:48 | 14:34 | 10:47 |
 | Aghanim's Blessing | 7 | 4.07% | 39.1 | 42.86% | -12.90% | +57.14% | -42.86% | -11.98% | 54:39 | 44:49 | 45:55 | 53:51 | 54:16 | 1:06:28 | 08:21 | 06:11 |
 | Soul Ring | 7 | 4.07% | 37.5 | 42.86% | -12.90% | -42.86% | +7.14% | 17.96% | 07:32 | 03:51 | 04:32 | 06:40 | 07:19 | 13:37 | 02:47 | 02:03 |
 | Chainmail | 7 | 4.07% | 35.9 | 42.86% | -12.90% | +7.14% | +57.14% | 24.59% | 08:42 | 05:04 | 05:53 | 07:46 | 07:55 | 18:23 | 02:02 | 01:30 |
 | Boots of Travel | 4 | 2.33% | 34.4 | 50.00% | -5.36% | +50.00% | -50.00% | 0.00% | 40:27 | 29:47 | 29:47 | 40:52 | 44:14 | 46:56 | 14:27 | 10:42 |
 | Lotus Orb | 4 | 2.33% | 32.8 | 50.00% | -5.36% | -50.00% | -50.00% | 0.00% | 25:19 | 14:26 | 14:26 | 26:18 | 26:57 | 33:35 | 12:31 | 09:16 |
 | Arcane Blink | 1 | 0.58% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 52:55 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.58% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.58% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:20 | 59:20 | 59:20 | 59:20 | 59:20 | 59:20 | 00:00 | 00:00 |
 | Yasha | 1 | 0.58% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Desolator | 1 | 0.58% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.58% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.58% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.58% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.58% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:25 | 51:25 | 51:25 | 51:25 | 51:25 | 51:25 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.58% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |
 | Satanic | 1 | 0.58% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.58% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |
 | Phase Boots | 6 | 3.49% | 12.5 | 33.33% | -22.69% | +16.67% | +66.67% | 0.00% | 07:51 | 05:47 | 06:32 | 08:24 | 08:55 | 08:56 | 02:23 | 01:45 |
 | Ghost Scepter | 6 | 3.49% | 10.9 | 33.33% | -22.69% | +16.67% | -33.33% | 0.00% | 35:49 | 24:01 | 25:44 | 28:29 | 44:38 | 50:30 | 18:54 | 14:00 |
 | Kaya and Sange | 2 | 1.16% | 9.4 | 50.00% | -5.29% | +50.00% | 0.00% | 0.00% | 36:44 | 31:39 | 31:39 | 41:49 | 41:49 | 41:49 | 10:10 | 07:31 |
 | Kaya | 2 | 1.16% | 7.8 | 50.00% | -5.29% | +50.00% | 0.00% | 0.00% | 32:57 | 28:21 | 28:21 | 37:32 | 37:32 | 37:32 | 09:11 | 06:48 |
 | Wraith Band | 2 | 1.16% | 6.3 | 50.00% | -5.29% | -50.00% | 0.00% | 0.00% | 18:49 | 08:38 | 08:38 | 28:59 | 28:59 | 28:59 | 20:21 | 15:04 |
 | Vanguard | 2 | 1.16% | 4.7 | 50.00% | -5.29% | -50.00% | 0.00% | 0.00% | 05:40 | 05:17 | 05:17 | 06:02 | 06:02 | 06:02 | 00:45 | 00:33 |
 | Helm of Iron Will | 1 | 0.58% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.58% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 55:33 | 00:00 | 00:00 |