Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	30.7
ACCESS-ESM1-5	[-]	29.5	29.3	30.7	31.9	27.1		-1.39	5.64	2.54		0.306	0.415	0.606	0.924	0.533
BCC-CSM2-MR	[-]	24.3	24.0	30.7	28.1	29.3		-6.63	7.82	0.984		0.167	0.473	0.872	0.984	0.594
CanESM5	[-]	31.3	30.5	30.7	45.1			-0.177	9.72	1.83		0.249	0.150	0.737	0.810	0.419
CESM2	[-]	44.4	44.1	30.7	47.0	26.1		13.6	15.7	1.24		0.119	0.161	0.819	0.483	0.349
GFDL-ESM4	[-]	30.0	30.3	30.7	25.6			-0.377	6.40	1.50		0.262	0.426	0.776	0.971	0.572
IPSL-CM6A-LR	[-]	22.0	21.6	30.7	25.2	27.9		-9.06	10.7	0.596		0.0979	0.506	0.926	0.977	0.602
MIROC-ESM2L	[-]	32.6	32.8	30.7	32.9			2.08	7.13	1.46		0.201	0.480	0.802	0.982	0.589
MPI-ESM1.2-HR	[-]	23.2	23.6	30.7	16.7	28.0		-7.08	9.74	1.96		0.134	0.429	0.690	0.669	0.470
NorESM2-LM	[-]	44.5	44.5	30.7	46.9			14.1	16.5	1.32		0.110	0.155	0.810	0.468	0.340
UKESM1-0-LL	[-]	32.7	33.0	30.7	26.9	35.2		2.39	6.84	1.86		0.303	0.242	0.714	0.987	0.498

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.9
ACCESS-ESM1-5	[-]	21.9	19.9	23.9	32.0	22.7		-4.01	6.11	1.77		0.309	0.546	0.743	0.983	0.625
BCC-CSM2-MR	[-]	18.7	16.0	23.9	32.6	21.5		-7.85	8.69	1.20		0.194	0.553	0.840	0.919	0.612
CanESM5	[-]	28.2	20.2	23.9	67.1			-3.63	8.25	1.49		0.267	0.353	0.792	0.884	0.530
CESM2	[-]	30.2	30.0	23.9	32.8	18.8		6.12	8.38	1.29		0.332	0.475	0.815	0.658	0.551
GFDL-ESM4	[-]	21.4	23.5	23.9	15.0			-0.435	5.11	1.37		0.385	0.547	0.806	0.986	0.654
IPSL-CM6A-LR	[-]	19.0	18.8	23.9	21.8	21.4		-5.19	7.02	1.10		0.284	0.580	0.851	0.883	0.635
MIROC-ESM2L	[-]	25.2	24.5	23.9	28.4	18.0		0.616	5.91	1.27		0.324	0.549	0.825	0.962	0.641
MPI-ESM1.2-HR	[-]	16.2	18.0	23.9	5.21	22.6		-5.90	6.97	1.33		0.263	0.582	0.815	0.979	0.644
NorESM2-LM	[-]	27.5	29.7	23.9	16.0			6.06	8.82	1.38		0.322	0.462	0.802	0.632	0.536
UKESM1-0-LL	[-]	18.7	20.7	23.9	8.23	21.1		-3.13	7.44	1.46		0.275	0.466	0.795	0.841	0.569

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	11.5
ACCESS-ESM1-5	[-]	9.87	9.88	11.5	10.3	10.4		-1.62	3.21	2.02		0.419	0.586	0.678	0.960	0.646
BCC-CSM2-MR	[-]	8.35	8.36	11.5	9.77	10.4		-3.10	4.08	1.56		0.330	0.603	0.768	0.863	0.633
CanESM5	[-]	6.66	6.67	11.5	6.80			-4.86	5.44	1.93		0.191	0.524	0.704	0.872	0.563
CESM2	[-]	14.8	14.7	11.5	16.6	9.96		3.20	4.11	1.47		0.332	0.596	0.777	0.933	0.647
GFDL-ESM4	[-]	13.4	13.4	11.5	13.0			1.89	3.63	1.60		0.371	0.624	0.760	0.948	0.665
IPSL-CM6A-LR	[-]	12.0	11.8	11.5	13.0	9.18		0.251	3.18	1.56		0.438	0.592	0.763	0.974	0.672
MIROC-ESM2L	[-]	11.4	11.2	11.5	12.4	9.05		-0.188	4.07	1.48		0.319	0.570	0.785	0.858	0.620
MPI-ESM1.2-HR	[-]	8.29	8.26	11.5	9.62	12.0		-3.23	3.71	1.01		0.319	0.673	0.862	0.915	0.688
NorESM2-LM	[-]	14.8	14.5	11.5	16.3			3.00	4.19	1.40		0.339	0.603	0.791	0.881	0.644
UKESM1-0-LL	[-]	3.84	3.80	11.5	5.66	9.01		-7.67	8.15	1.38		0.0811	0.611	0.796	0.890	0.598

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.0
ACCESS-ESM1-5	[-]	15.0	15.1	16.0	16.5	14.3		-0.948	4.61	1.81		0.412	0.542	0.741	0.976	0.643
BCC-CSM2-MR	[-]	11.4	11.3	16.0	12.7	12.5		-4.64	5.89	1.18		0.264	0.591	0.844	0.958	0.649
CanESM5	[-]	11.9	12.0	16.0	12.6			-3.84	7.60	1.37		0.274	0.367	0.811	0.762	0.516
CESM2	[-]	20.1	20.1	16.0	22.4	16.0		4.14	5.25	1.44		0.357	0.613	0.779	0.914	0.655
GFDL-ESM4	[-]	16.6	16.6	16.0	12.4			0.628	4.44	1.90		0.456	0.506	0.726	0.984	0.636
IPSL-CM6A-LR	[-]	15.1	15.2	16.0	17.3	14.8		-0.819	4.28	1.22		0.439	0.596	0.828	0.916	0.675
MIROC-ESM2L	[-]	19.9	19.7	16.0	20.0			3.81	6.81	1.43		0.345	0.468	0.796	0.838	0.583
MPI-ESM1.2-HR	[-]	10.9	11.0	16.0	13.7	15.8		-5.01	5.50	1.77		0.270	0.593	0.752	0.922	0.626
NorESM2-LM	[-]	20.2	20.1	16.0	21.4			4.20	5.97	1.58		0.334	0.530	0.764	0.906	0.613
UKESM1-0-LL	[-]	10.0	10.1	16.0	12.7	15.6		-5.84	8.66	1.45		0.172	0.494	0.788	0.668	0.523

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	31.6
ACCESS-ESM1-5	[-]	27.2	27.1	31.6	26.8			-4.71	6.24	1.56		0.228	0.457	0.788	0.697	0.525
BCC-CSM2-MR	[-]	23.2	23.4	31.6	24.5	22.9		-8.20	9.35	2.25		0.127	0.471	0.661	0.963	0.539
CanESM5	[-]	39.4	27.6	31.6	39.0			-4.32	9.73	1.68		0.202	0.247	0.766	0.472	0.387
CESM2	[-]	39.3	38.2	31.7	39.0	20.1		6.62	8.33	1.62		0.230	0.375	0.774	0.974	0.546
GFDL-ESM4	[-]	31.7	31.5	31.6	32.2			-0.156	6.76	1.95		0.269	0.401	0.710	0.879	0.532
IPSL-CM6A-LR	[-]	26.2	26.8	31.7	24.2	22.7		-5.25	6.80	1.61		0.272	0.502	0.771	0.741	0.558
MIROC-ESM2L	[-]	33.5	35.1	31.6	30.4			2.54	6.49	1.91		0.232	0.504	0.718	0.755	0.543
MPI-ESM1.2-HR	[-]	19.6	20.8	31.8	19.7	25.7		-10.9	12.3	2.42		0.0459	0.579	0.613	0.602	0.484
NorESM2-LM	[-]	37.9	37.5	31.6	39.4			5.76	8.85	1.54		0.239	0.292	0.792	0.924	0.508
UKESM1-0-LL	[-]	29.0	29.8	31.7	29.2	21.7		-1.98	4.68	1.82		0.370	0.461	0.732	0.995	0.604

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	30.4
ACCESS-ESM1-5	[-]	24.3	24.1	30.4	24.9	26.0		-6.38	7.32	1.43		0.205	0.510	0.830	0.970	0.605
BCC-CSM2-MR	[-]	20.4	20.3	30.4	21.6	26.6		-10.1	10.8	1.10		0.105	0.519	0.879	0.961	0.596
CanESM5	[-]	29.7	29.7	30.4	27.5			-1.04	7.60	1.39		0.308	0.321	0.832	0.644	0.485
CESM2	[-]	34.1	34.2	30.4	35.5	22.9		3.76	6.54	0.929		0.348	0.403	0.881	0.869	0.581
GFDL-ESM4	[-]	29.8	30.1	30.4	27.4			-0.306	4.91	1.14		0.381	0.578	0.860	0.826	0.644
IPSL-CM6A-LR	[-]	22.8	22.5	30.4	22.1	28.2		-8.05	8.66	1.12		0.149	0.566	0.841	0.960	0.616
MIROC-ESM2L	[-]	31.8	31.6	30.4	31.1	20.2		1.10	5.79	1.14		0.304	0.605	0.862	0.715	0.618
MPI-ESM1.2-HR	[-]	22.4	22.4	30.5	22.0	26.9		-8.13	8.85	1.36		0.186	0.585	0.821	0.751	0.586
NorESM2-LM	[-]	33.3	33.3	30.4	34.8			2.97	6.62	0.936		0.329	0.404	0.883	0.823	0.569
UKESM1-0-LL	[-]	30.6	30.7	30.4	28.9	27.4		0.198	5.01	1.31		0.440	0.442	0.843	0.910	0.616

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	35.5
ACCESS-ESM1-5	[-]	26.8	26.9	35.5	25.2	31.4		-8.75	9.20	1.30		0.0810	0.474	0.833	0.995	0.571
BCC-CSM2-MR	[-]	22.0	21.9	35.5	22.7	32.3		-13.5	14.2	1.81		0.0490	0.347	0.718	0.811	0.454
CanESM5	[-]	30.7	30.1	35.5	29.3			-5.34	8.90	1.53		0.222	0.260	0.789	0.632	0.433
CESM2	[-]	37.4	37.4	35.5	37.5	27.0		1.93	5.08	0.967		0.329	0.405	0.887	0.785	0.562
GFDL-ESM4	[-]	31.6	31.9	35.5	31.0			-3.54	7.06	1.03		0.204	0.297	0.870	0.822	0.498
IPSL-CM6A-LR	[-]	28.9	29.4	35.5	27.1	29.3		-6.43	6.87	1.31		0.150	0.560	0.831	0.950	0.610
MIROC-ESM2L	[-]	34.5	34.2	35.5	34.3			-1.32	6.01	1.67		0.274	0.328	0.744	0.688	0.472
MPI-ESM1.2-HR	[-]	30.2	30.4	35.7	25.7	30.0		-5.36	7.00	1.60		0.248	0.528	0.774	0.577	0.531
NorESM2-LM	[-]	35.0	34.9	35.5	36.1			-0.322	5.43	1.17		0.263	0.346	0.853	0.904	0.542
UKESM1-0-LL	[-]	32.9	32.9	35.5	32.8	27.7		-2.53	4.61	1.34		0.326	0.469	0.824	0.989	0.616

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	27.5
ACCESS-ESM1-5	[-]	19.4	19.4	27.5	19.7	23.9		-8.17	8.95	1.09		0.239	0.595	0.856	0.980	0.653
BCC-CSM2-MR	[-]	16.6	16.5	27.5	18.0	22.7		-11.0	11.7	1.01		0.167	0.573	0.870	0.965	0.630
CanESM5	[-]	20.3	20.2	27.5	23.0			-7.44	10.0	1.12		0.296	0.381	0.854	0.946	0.571
CESM2	[-]	28.9	28.9	27.5	30.1	21.6		1.39	5.42	0.872		0.475	0.583	0.895	0.981	0.704
GFDL-ESM4	[-]	24.1	24.4	27.5	22.8			-3.06	5.81	0.760		0.456	0.561	0.911	0.990	0.696
IPSL-CM6A-LR	[-]	21.5	21.2	27.5	22.6	23.9		-6.44	7.57	1.08		0.320	0.599	0.863	0.988	0.674
MIROC-ESM2L	[-]	26.2	26.1	27.5	26.0	25.2		-1.46	6.35	1.04		0.413	0.574	0.861	0.945	0.673
MPI-ESM1.2-HR	[-]	20.9	20.9	27.6	20.9	23.8		-6.70	7.84	0.908		0.319	0.614	0.889	0.976	0.682
NorESM2-LM	[-]	28.8	28.8	27.5	29.4			1.18	5.59	0.996		0.460	0.574	0.878	0.985	0.694
UKESM1-0-LL	[-]	22.2	21.9	27.5	23.7	22.1		-5.62	7.82	1.13		0.368	0.547	0.854	0.799	0.623

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	31.3
ACCESS-ESM1-5	[-]	33.4	32.8	31.3	35.3	27.2		1.44	4.53	2.93		0.342	0.493	0.546	0.558	0.486
BCC-CSM2-MR	[-]	24.2	21.6	31.3	33.6	25.5		-9.76	10.3	0.862		0.0784	0.525	0.898	0.857	0.577
CanESM5	[-]	40.6	31.1	31.3	77.4			0.108	9.41	1.17		0.244	0.170	0.841	0.558	0.397
CESM2	[-]	57.2	58.2	31.3	50.9	22.2		26.9	28.5	2.41		0.0200	0.128	0.620	0.426	0.265
GFDL-ESM4	[-]	28.2	32.7	31.3	15.4			1.36	6.04	1.94		0.262	0.472	0.706	0.957	0.574
IPSL-CM6A-LR	[-]	21.9	20.9	31.3	30.3	27.2		-10.5	11.4	0.496		0.0673	0.523	0.954	0.970	0.608
MIROC-ESM2L	[-]	34.4	34.8	31.3	31.9			3.44	6.39	1.08		0.219	0.512	0.849	0.991	0.616
MPI-ESM1.2-HR	[-]	20.3	24.2	31.4	5.14	27.8		-7.15	8.64	2.01		0.183	0.404	0.676	0.913	0.516
NorESM2-LM	[-]	53.9	60.1	31.3	29.2			29.2	30.6	2.93		0.00886	0.122	0.523	0.524	0.260
UKESM1-0-LL	[-]	31.2	36.3	31.3	11.9	25.9		5.01	8.70	2.22		0.207	0.193	0.671	0.988	0.450

	Download Data	Period Mean (original grids) [kg m-2]	Model Period Mean (intersection) [kg m-2]	Benchmark Period Mean (intersection) [kg m-2]	Model Period Mean (complement) [kg m-2]	Benchmark Period Mean (complement) [kg m-2]		Bias [kg m-2]	RMSE [kg m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.0
ACCESS-ESM1-5	[-]	19.1	19.3	24.0	18.5	21.2		-4.75	6.35	1.53		0.319	0.575	0.798	0.987	0.651
BCC-CSM2-MR	[-]	15.7	15.8	24.0	14.4	23.4		-8.21	8.99	1.26		0.180	0.572	0.844	0.978	0.629
CanESM5	[-]	23.0	23.0	24.0	19.4			-1.17	8.63	1.50		0.358	0.334	0.800	0.611	0.487
CESM2	[-]	27.6	27.6	24.0	25.8	18.2		3.50	5.29	1.29		0.432	0.567	0.814	0.949	0.666
GFDL-ESM4	[-]	23.0	23.2	24.0	20.7			-0.780	4.68	1.64		0.482	0.591	0.769	0.962	0.679
IPSL-CM6A-LR	[-]	19.1	19.1	24.0	17.7	20.8		-5.03	6.80	0.990		0.314	0.632	0.877	0.970	0.685
MIROC-ESM2L	[-]	25.1	25.3	24.0	24.0	24.2		1.27	6.65	1.25		0.354	0.595	0.835	0.724	0.621
MPI-ESM1.2-HR	[-]	18.2	18.1	24.0	19.2	21.6		-5.94	6.76	1.37		0.284	0.612	0.831	0.977	0.664
NorESM2-LM	[-]	27.1	27.1	24.0	25.3			2.98	5.61	1.38		0.426	0.531	0.804	0.918	0.642
UKESM1-0-LL	[-]	22.0	21.9	24.0	21.8	19.2		-2.04	7.23	1.50		0.370	0.433	0.790	0.740	0.553