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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 | |
 | Crystalys | 39 | 76.47% | 100.0 | 51.28% | +26.28% | +8.72% | -11.28% | -2.49% | 26:56 | 18:32 | 21:57 | 26:01 | 29:59 | 43:59 | 08:02 | 05:57 |
 | Magic Wand | 49 | 96.08% | 98.0 | 46.94% | +46.94% | -5.27% | +11.39% | 2.72% | 06:47 | -01:30 | 04:10 | 06:00 | 10:18 | 18:46 | 06:08 | 04:32 |
 | Hurricane Pike | 27 | 52.94% | 96.0 | 51.85% | +14.35% | +5.29% | -8.99% | -1.95% | 24:43 | 13:44 | 20:57 | 24:01 | 28:16 | 40:49 | 07:19 | 05:25 |
 | Eye of Skadi | 3 | 5.88% | 94.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 30:03 | 27:23 | 27:23 | 31:20 | 31:26 | 31:26 | 04:03 | 03:00 |
 | Sange | 3 | 5.88% | 92.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 25:41 | 23:18 | 23:18 | 24:49 | 28:56 | 28:56 | 05:38 | 04:10 |
 | Black King Bar | 45 | 88.24% | 90.0 | 46.67% | +13.34% | +16.97% | -10.31% | -9.69% | 18:56 | 14:06 | 17:35 | 18:55 | 20:24 | 23:30 | 02:49 | 02:05 |
 | Power Treads | 51 | 100.00% | 88.0 | 45.10% | +45.10% | +8.75% | -6.64% | -11.84% | 07:01 | 04:58 | 06:16 | 06:56 | 07:34 | 10:57 | 01:18 | 00:57 |
 | Boots of Speed | 51 | 100.00% | 86.0 | 45.10% | +45.10% | +8.75% | -6.64% | -13.99% | 03:13 | -01:29 | 02:41 | 03:16 | 03:47 | 06:02 | 01:06 | 00:48 |
 | Magic Stick | 50 | 98.04% | 84.0 | 44.00% | -56.00% | +9.85% | -2.33% | -3.69% | 02:30 | -01:29 | -01:29 | 02:23 | 04:47 | 12:34 | 06:16 | 04:38 |
 | Fluffy Hat | 29 | 56.86% | 82.0 | 48.28% | +7.37% | +23.15% | -19.71% | -3.04% | 22:36 | 01:40 | 13:28 | 22:18 | 27:33 | 1:04:02 | 14:05 | 10:25 |
 | Bottle | 24 | 47.06% | 80.0 | 50.00% | +9.26% | +33.33% | -33.33% | -66.66% | 01:42 | 00:30 | 01:27 | 01:36 | 01:51 | 03:34 | 00:24 | 00:17 |
 | Dragon Lance | 46 | 90.20% | 78.0 | 43.48% | -16.52% | +6.52% | +1.97% | -1.91% | 13:23 | 09:54 | 11:45 | 12:58 | 14:08 | 25:37 | 02:23 | 01:45 |
 | Force Staff | 27 | 52.94% | 76.0 | 48.15% | +6.48% | +8.99% | -19.58% | -3.44% | 25:21 | 13:28 | 19:32 | 23:18 | 27:51 | 1:04:02 | 08:19 | 06:09 |
 | Silver Edge | 31 | 60.78% | 74.0 | 45.16% | +0.16% | +17.34% | -7.66% | -3.83% | 30:24 | 21:57 | 26:34 | 30:09 | 33:06 | 44:07 | 06:32 | 04:50 |
 | Shadow Blade | 32 | 62.75% | 72.0 | 43.75% | -3.62% | +18.75% | -6.25% | -3.90% | 29:13 | 18:17 | 24:47 | 27:05 | 31:12 | 1:04:04 | 06:25 | 04:45 |
 | Blink Dagger | 21 | 41.18% | 70.0 | 47.62% | +4.29% | +32.38% | -7.62% | -1.46% | 27:13 | 08:54 | 10:26 | 31:40 | 37:51 | 46:13 | 27:25 | 20:18 |
 | Morbid Mask | 33 | 64.71% | 68.0 | 42.42% | -7.58% | -17.42% | +20.08% | 8.04% | 12:53 | 06:54 | 07:50 | 08:52 | 12:30 | 42:37 | 04:40 | 03:27 |
 | Aghanim's Shard | 8 | 15.69% | 66.0 | 62.50% | +20.64% | -12.50% | -12.50% | 0.00% | 40:47 | 22:52 | 33:32 | 39:07 | 45:32 | 52:37 | 12:00 | 08:53 |
 | Satanic | 11 | 21.57% | 64.0 | 54.55% | +12.05% | +45.45% | -21.22% | -13.61% | 33:34 | 24:52 | 30:17 | 34:12 | 35:11 | 42:54 | 04:54 | 03:37 |
 | Arcane Blink | 15 | 29.41% | 62.0 | 46.67% | +2.23% | +28.33% | -21.67% | -6.42% | 39:20 | 23:42 | 34:33 | 40:10 | 42:20 | 50:12 | 07:47 | 05:45 |
 | Daedalus | 4 | 7.84% | 60.0 | 75.00% | +32.45% | +25.00% | +25.00% | 0.00% | 33:52 | 27:12 | 27:12 | 28:45 | 31:26 | 48:04 | 04:14 | 03:08 |
 | Sange and Yasha | 2 | 3.92% | 58.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 24:28 | 23:41 | 23:41 | 25:15 | 25:15 | 25:15 | 01:34 | 01:09 |
 | Mask of Madness | 27 | 52.94% | 56.0 | 37.04% | -17.13% | -8.47% | -8.47% | 0.00% | 11:07 | 08:57 | 10:05 | 10:37 | 10:57 | 16:45 | 00:52 | 00:38 |
 | Yasha | 8 | 15.69% | 54.0 | 50.00% | +5.81% | +50.00% | 0.00% | -5.56% | 19:17 | 12:50 | 13:39 | 19:32 | 22:39 | 23:34 | 09:00 | 06:40 |
 | Butterfly | 9 | 17.65% | 52.0 | 44.44% | -0.80% | +5.56% | +5.56% | 0.00% | 34:40 | 24:09 | 29:26 | 33:06 | 40:52 | 41:55 | 11:26 | 08:28 |
 | Falcon Blade | 3 | 5.88% | 50.0 | 66.67% | +22.92% | +33.33% | 0.00% | 0.00% | 07:57 | 04:39 | 04:39 | 09:35 | 09:38 | 09:38 | 04:59 | 03:41 |
 | Wraith Band | 8 | 15.69% | 48.0 | 37.50% | -9.01% | +12.50% | +62.50% | 16.76% | 03:49 | 01:41 | 02:00 | 03:10 | 04:59 | 05:46 | 02:59 | 02:12 |
 | Buckler | 1 | 1.96% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.96% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Kaya | 1 | 1.96% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.96% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.96% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:33 | 41:33 | 41:33 | 41:33 | 41:33 | 41:33 | 00:00 | 00:00 |
 | Ring of Basilius | 10 | 19.61% | 36.0 | 30.00% | -18.78% | +3.33% | +20.00% | 7.88% | 03:00 | 01:31 | 01:33 | 01:44 | 03:40 | 07:17 | 02:07 | 01:34 |
 | Quelling Blade | 5 | 9.80% | 34.0 | 40.00% | -5.65% | +60.00% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Wind Lace | 6 | 11.76% | 32.0 | 33.33% | -13.34% | -33.33% | -33.33% | 0.00% | 07:53 | 03:48 | 04:08 | 07:50 | 08:44 | 14:37 | 04:36 | 03:24 |
 | Manta Style | 6 | 11.76% | 30.0 | 33.33% | -13.34% | +66.67% | -33.33% | -19.74% | 23:37 | 18:03 | 21:27 | 22:57 | 26:31 | 27:46 | 05:04 | 03:45 |
 | Bracer | 2 | 3.92% | 28.0 | 50.00% | +5.10% | -50.00% | 0.00% | 0.00% | 02:08 | 01:50 | 01:50 | 02:26 | 02:26 | 02:26 | 00:36 | 00:26 |
 | Aghanim's Scepter | 3 | 5.88% | 26.0 | 33.33% | -12.50% | +66.67% | 0.00% | 0.00% | 36:25 | 24:45 | 24:45 | 28:51 | 55:38 | 55:38 | 30:53 | 22:52 |
 | Refresher Orb | 3 | 5.88% | 24.0 | 33.33% | -12.50% | +66.67% | 0.00% | 0.00% | 41:07 | 39:08 | 39:08 | 40:07 | 44:05 | 44:05 | 04:57 | 03:40 |
 | Void Stone | 5 | 9.80% | 22.0 | 20.00% | -27.83% | -20.00% | -20.00% | 0.00% | 37:23 | 32:15 | 32:15 | 38:29 | 39:02 | 43:09 | 06:47 | 05:01 |
 | Ring of Health | 5 | 9.80% | 20.0 | 20.00% | -27.83% | -20.00% | -20.00% | 0.00% | 37:22 | 32:14 | 32:14 | 38:28 | 39:02 | 43:08 | 06:48 | 05:02 |
 | Javelin | 4 | 7.84% | 18.0 | 0.00% | -48.94% | 0.00% | 0.00% | 0.00% | 35:18 | 23:56 | 23:56 | 28:59 | 41:09 | 47:09 | 17:13 | 12:45 |
 | Witch Blade | 1 | 1.96% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.96% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 3.92% | 12.0 | 0.00% | -46.94% | 0.00% | 0.00% | 0.00% | 60:35 | 57:19 | 57:19 | 1:03:51 | 1:03:51 | 1:03:51 | 06:32 | 04:50 |
 | Aeon Disk | 1 | 1.96% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 00:00 | 00:00 |
 | Monkey King Bar | 4 | 7.84% | 8.0 | 0.00% | -48.94% | 0.00% | 0.00% | 0.00% | 36:18 | 25:10 | 25:10 | 30:56 | 41:38 | 47:28 | 16:28 | 12:11 |
 | Scythe of Vyse | 1 | 1.96% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 5.88% | 4.0 | 0.00% | -47.92% | 0.00% | 0.00% | 0.00% | 37:05 | 32:21 | 32:21 | 34:03 | 44:52 | 44:52 | 12:31 | 09:16 |
 | Revenant's Brooch | 1 | 1.96% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |