NHL Player Rankings & Analytics

Compare players, explore their strengths, and see how they rank with ICE—our score estimating overall player impact. Higher scores indicate greater estimated impact.ICE measures a player's overall impact—the higher the better.

How ICE works Stats glossary

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1	Shea TheodoreVGKVGK · D	30	D	100.0	—	100.0	100.0	98.4	92.6	94.3	56.6	74.6	97.5	0.8	91.8	98.4	0.0	0.0	23.3	96.0	30	D
2	Taylor HallCARCAR · L	33	L	100.0	—	100.0	99.1	100.0	100.0	70.4	93.7	90.6	89.2	64.6	73.8	97.8	7.6	7.6	23.0	84.5	33	L
3	Nikolaj EhlersCARCAR · L	29	L	99.5	—	98.2	96.4	96.0	96.0	88.8	100.0	99.5	100.0	95.5	44.0	88.8	1.4	4.5	22.9	87.3	29	L
4	Lane HutsonMTLMTL · D	21	D	99.2	—	90.2	74.6	90.2	56.6	100.0	26.2	11.5	94.3	87.7	9.8	72.1	2.5	2.5	22.2	90.7	21	D
5	Logan StankovenCARCAR · C	22	C	99.1	—	99.5	99.5	84.8	98.7	73.1	47.5	19.7	92.8	98.7	78.0	92.8	27.4	6.3	21.6	84.7	22	C
6	Mitch MarnerVGKVGK · R	28	R	98.7	—	99.1	98.2	99.1	95.1	98.2	34.1	15.7	84.8	98.2	3.1	98.2	0.9	0.5	21.7	91.4	28	R
7	K'Andre MillerCARCAR · D	25	D	98.4	—	92.6	1.6	99.2	3.3	91.8	100.0	100.0	100.0	98.4	98.4	32.8	75.4	4.1	22.5	89.0	25	D
8	Pavel DorofeyevVGKVGK · R	24	R	98.2	—	96.9	97.3	62.3	97.8	91.9	92.8	80.3	96.0	99.5	44.0	81.2	0.5	2.7	21.5	88.2	24	R
9	Jordan StaalCARCAR · C	37	C	97.8	—	91.0	95.5	22.0	82.1	90.1	95.5	89.2	85.2	93.7	25.1	70.0	97.3	75.8	22.8	88.6	37	C
10	Shayne GostisbehereCARCAR · D	32	D	97.5	—	68.8	91.0	0.8	72.1	99.2	98.4	86.1	98.4	100.0	47.5	4.1	10.7	9.8	21.1	94.2	32	D
11	Cutter GauthierANAANA · L	21	L	97.3	—	80.3	45.7	82.5	99.1	99.5	26.5	10.3	98.7	94.6	81.2	75.3	75.3	22.9	21.8	89.6	21	L
12	Tomas HertlVGKVGK · C	31	C	96.9	—	75.3	82.5	41.7	83.9	96.9	89.7	81.6	96.4	95.1	66.4	62.8	57.4	9.4	21.9	86.0	31	C
13	Quinn HughesMINMIN · D	25	D	96.7	—	97.5	96.7	91.0	25.4	92.6	96.7	95.9	78.7	97.5	13.9	27.9	1.6	9.0	21.6	86.2	25	D
14	Jackson BlakeCARCAR · R	22	R	96.4	—	98.7	98.7	83.9	94.6	26.9	57.0	37.7	98.2	57.0	84.3	9.9	1.8	4.0	22.1	76.9	22	R
15	Jake GuentzelTBLTBL · C	30	C	96.0	—	81.2	65.0	87.9	77.1	89.7	96.9	92.4	63.7	94.2	91.9	57.9	10.8	31.4	20.8	82.8	30	C
16	Devon ToewsCOLCOL · D	31	D	95.9	—	98.4	91.8	96.7	59.0	88.5	91.0	57.4	83.6	99.2	20.5	22.1	3.3	10.7	22.0	91.4	31	D
17	Brandon HagelTBLTBL · L	27	L	95.5	—	92.4	96.9	9.0	87.4	82.1	97.8	97.8	39.0	89.2	27.8	25.1	17.9	98.2	22.1	82.7	27	L
18	Rasmus DahlinBUFBUF · D	25	D	95.1	—	95.9	93.4	82.8	96.7	95.9	59.0	27.9	87.7	96.7	59.8	22.9	26.2	13.1	20.7	96.0	25	D
19	Nathan MacKinnonCOLCOL · C	30	C	95.1	—	74.9	0.0	98.2	96.9	94.6	96.4	87.9	99.1	92.8	72.4	42.6	4.0	10.8	23.2	87.1	30	C
20	Josh DoanBUFBUF · R	23	R	94.6	—	90.6	91.0	80.3	90.6	84.3	94.2	86.1	90.6	96.4	61.2	54.7	29.1	21.1	22.0	81.5	23	R