YuvrajSingh9886/jetson-non-reasoning-benchmark-ollama-7w

Tiny LLM Benchmark — Jetson Orin Nano Super 8GB

Date: 2026-06-09 02:38
Backends: ollama
Sweep: prompt ∈ {128,512,1024,2048} tok × gen ∈ {64,128,256} tok
Artifacts: /home/yuvrajsingh/Desktop/benchmark/smolbenchmark/non-reasoning-models/artifacts/blog-all-20260607-0403-7w

Full Results — ollama

Power = VDD_CPU_GPU_CV avg over aiperf window.

Model	Quant	ISL	OSL	OSL mis%	TTFT avg	p50	p90	p99	T2T avg	p50	p90	p99	ITL avg	p50	p90	p99	Tok/s	Req/s	E2E avg	p50	p90	p99	RL avg	p50	p90	p99	Prefill avg	p50	p90	p99	Power (W)	Tok/J
gemma3-1b	Q4_K_M	128	667.3	942.66	766.7	760.6	786.3	802.0	105.90	104.98	107.88	120.26	101.63	101.59	101.75	102.54	9.84	0.015	9.68	9.75	9.78	9.79	68480.8	70043.7	90250.7	104517.8	167.0	168.3	171.0	172.7	2.03	4.849
gemma3-1b	Q4_K_M	512	838.2	1209.69	1423.4	1424.0	1448.6	1468.5	105.61	104.28	108.79	126.40	101.86	101.74	101.91	103.87	9.82	0.012	9.66	9.68	9.72	9.75	86663.7	84273.0	118797.6	127062.2	359.8	359.6	366.9	369.6	2.03	4.838
gemma3-1b	Q4_K_M	1024	848.4	1225.62	2314.7	2308.1	2346.8	2358.4	104.67	103.79	106.61	122.89	102.03	102.04	102.17	102.29	9.80	0.011	9.55	9.55	9.61	9.65	88766.5	84340.0	115394.8	135929.3	442.4	443.7	446.3	448.0	2.03	4.830
gemma3-1b	Q4_K_M	2048	868.0	1256.25	4108.7	4108.7	4135.0	4148.7	103.70	103.15	107.30	118.84	102.29	102.27	102.37	103.03	9.78	0.010	9.33	9.32	9.47	9.52	92789.6	85619.2	128385.5	148911.4	498.5	498.5	501.7	502.7	2.03	4.818
gemma3-1b	Q4_K_M	128	654.0	410.94	763.6	768.1	780.0	787.8	105.05	104.82	110.00	116.03	101.49	101.46	101.71	102.70	9.85	0.015	9.63	9.76	9.78	9.80	67071.2	71669.0	86612.9	92955.4	167.7	166.6	172.4	174.2	2.03	4.856
gemma3-1b	Q4_K_M	512	826.2	545.51	1432.9	1425.5	1458.2	1475.9	105.01	105.03	107.22	109.51	101.73	101.75	101.87	101.97	9.83	0.012	9.67	9.67	9.71	9.72	85382.9	85018.6	113417.7	116843.8	357.4	359.2	362.9	366.2	2.03	4.844
gemma3-1b	Q4_K_M	1024	885.5	591.80	2318.9	2315.5	2339.1	2373.1	104.23	104.83	107.33	115.13	102.02	102.00	102.21	102.30	9.80	0.011	9.56	9.57	9.61	9.64	92553.6	90159.6	115218.1	118175.2	441.6	442.2	446.2	448.1	2.03	4.830
gemma3-1b	Q4_K_M	2048	891.2	596.29	4116.3	4111.4	4148.7	4200.9	105.87	104.52	112.06	118.07	102.40	102.36	102.59	103.52	9.77	0.010	9.34	9.30	9.47	9.53	95259.6	84162.5	125780.9	149322.6	497.6	498.1	500.8	502.3	2.03	4.813
gemma3-1b	Q4_K_M	128	711.5	177.91	763.7	764.9	789.1	819.5	105.62	104.75	107.59	117.93	101.44	101.46	101.62	101.75	9.86	0.014	9.70	9.77	9.80	9.80	72844.7	76269.9	90235.7	115879.1	167.7	167.3	173.0	175.0	2.03	4.858
gemma3-1b	Q4_K_M	512	850.9	232.38	1427.2	1426.6	1457.8	1468.7	103.86	104.92	106.72	107.81	101.65	101.64	101.81	101.84	9.84	0.011	9.68	9.68	9.72	9.72	87823.0	90867.1	110898.9	113031.5	358.8	358.9	365.4	366.9	2.03	4.848
gemma3-1b	Q4_K_M	1024	891.4	248.20	2322.5	2317.0	2383.1	2385.6	105.04	104.89	107.77	113.78	101.94	101.93	102.09	102.23	9.81	0.011	9.56	9.57	9.63	9.64	93083.8	95107.6	118444.7	129214.7	441.0	442.0	446.5	449.3	2.03	4.834
gemma3-1b	Q4_K_M	2048	969.2	278.60	4102.0	4099.7	4136.8	4146.0	105.19	105.36	107.35	108.38	102.33	102.32	102.49	102.88	9.77	0.010	9.37	9.35	9.48	9.54	103200.7	89499.8	146287.1	162677.7	499.3	499.5	502.4	504.7	2.03	4.816
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
gemma3-4b	Q4_K_M	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	1.35	—
lfm2.5-1.2b	Q4_K_M	128	441.1	589.14	537.4	537.7	558.8	581.3	100.85	98.82	113.32	117.97	101.34	102.02	103.94	104.93	9.89	0.022	9.78	9.69	9.82	11.53	45056.7	39377.1	63696.1	110454.3	238.5	238.0	247.2	256.1	2.04	4.836
lfm2.5-1.2b	Q4_K_M	512	631.2	886.33	1256.7	1251.5	1280.1	1287.6	102.13	99.33	112.37	119.91	100.96	101.89	102.32	102.98	9.93	0.015	9.71	9.63	9.72	11.50	64691.1	64475.4	94411.4	110982.6	407.5	409.1	411.7	416.6	2.04	4.854
lfm2.5-1.2b	Q4_K_M	1024	700.0	993.67	2251.3	2247.5	2279.0	2297.2	101.44	99.00	111.82	120.64	101.32	102.40	102.88	103.48	9.89	0.014	9.55	9.50	9.63	11.42	72779.1	70213.8	104572.1	133522.2	454.9	455.6	460.1	460.5	2.04	4.838
lfm2.5-1.2b	Q4_K_M	2048	633.0	888.98	4239.9	4237.9	4262.9	4274.7	99.14	97.60	109.71	118.66	101.43	102.37	103.10	103.34	9.88	0.015	9.20	9.22	9.35	10.77	68330.9	73569.8	94588.8	100814.8	483.0	483.3	485.3	486.8	2.04	4.830
lfm2.5-1.2b	Q4_K_M	128	421.6	229.41	531.3	527.0	560.2	588.8	106.57	102.99	128.30	143.39	101.86	102.68	104.93	106.41	9.84	0.023	9.73	9.64	9.81	11.46	43533.8	41593.2	62703.6	76829.5	241.4	242.9	248.8	260.9	2.04	4.813
lfm2.5-1.2b	Q4_K_M	512	657.6	413.79	1254.4	1254.3	1273.0	1280.1	100.85	99.10	115.55	121.70	100.94	101.93	102.59	102.83	9.93	0.015	9.71	9.65	9.72	11.57	67240.1	62122.3	100248.0	103010.0	408.2	408.2	414.4	418.3	2.04	4.855
lfm2.5-1.2b	Q4_K_M	1024	682.6	433.28	2251.8	2250.2	2270.4	2281.3	101.45	99.25	113.76	116.11	101.15	101.97	102.74	103.25	9.91	0.014	9.53	9.49	9.65	11.14	71263.4	74849.2	104731.2	117716.0	454.8	455.1	459.1	460.6	2.04	4.844
lfm2.5-1.2b	Q4_K_M	2048	751.8	487.30	4245.2	4241.3	4277.8	4284.0	95.43	95.35	104.64	108.29	101.47	102.39	103.19	103.80	9.88	0.012	9.34	9.29	9.39	10.83	80516.3	81503.1	98365.9	109592.8	482.4	482.9	485.0	486.4	2.04	4.829
lfm2.5-1.2b	Q4_K_M	128	451.1	76.19	531.0	529.0	552.4	557.6	104.56	102.34	117.95	124.65	101.06	102.06	102.67	103.41	9.92	0.022	9.80	9.71	9.79	11.67	45944.4	53800.1	70000.3	74804.1	241.2	242.0	248.9	250.9	2.04	4.850
lfm2.5-1.2b	Q4_K_M	512	620.5	142.40	1262.0	1262.0	1280.2	1292.7	104.35	103.42	116.87	120.54	101.05	101.89	102.68	102.95	9.92	0.016	9.71	9.63	9.71	11.49	63814.8	61579.6	94077.1	112557.0	405.8	405.7	410.7	420.1	2.04	4.850
lfm2.5-1.2b	Q4_K_M	1024	656.0	156.23	2242.7	2244.3	2255.9	2260.9	102.32	99.90	114.48	122.53	101.00	101.95	102.67	102.93	9.92	0.015	9.56	9.45	9.66	11.33	68327.9	62525.3	104609.0	133945.5	456.6	456.3	459.9	460.9	2.04	4.852
lfm2.5-1.2b	Q4_K_M	2048	684.5	167.38	4244.0	4248.7	4264.0	4271.5	101.26	100.17	110.06	126.73	101.48	102.33	103.41	103.76	9.87	0.014	9.21	9.22	9.45	10.04	73943.5	70156.6	110606.5	123854.5	482.6	482.0	485.4	487.0	2.04	4.829
lfm2.5-350m	Q4_K_M	128	241.4	277.27	301.0	298.9	322.0	330.5	65.51	63.47	76.56	96.12	63.39	63.96	65.94	68.66	15.86	0.064	15.00	15.31	15.64	19.75	15594.5	11409.5	29607.5	47544.3	426.2	428.2	448.0	451.7	1.71	9.262
lfm2.5-350m	Q4_K_M	512	359.4	461.56	555.8	556.9	573.7	585.7	63.78	60.74	75.67	92.16	63.27	63.89	64.95	65.66	15.87	0.043	15.21	15.33	15.53	18.45	23411.8	20824.3	36216.8	63100.5	922.0	919.4	954.9	978.3	1.71	9.268
lfm2.5-350m	Q4_K_M	1024	376.4	488.05	904.2	903.1	922.8	928.8	64.78	66.48	74.23	80.18	63.64	64.08	65.65	66.07	15.78	0.041	14.23	14.88	15.40	19.13	24560.7	26741.3	47073.1	51144.2	1132.8	1133.8	1153.6	1166.0	1.71	9.212
lfm2.5-350m	Q4_K_M	2048	426.2	566.02	1617.3	1612.5	1651.6	1666.3	61.80	61.37	71.95	79.03	63.88	64.25	66.09	66.68	15.72	0.035	13.75	14.75	15.11	18.53	28607.8	31250.3	46340.3	56664.3	1266.6	1270.1	1288.1	1303.5	1.71	9.176
lfm2.5-350m	Q4_K_M	128	216.1	68.79	307.5	308.9	320.4	344.3	67.52	63.64	81.03	83.72	63.29	63.50	65.29	66.17	15.82	0.071	15.03	15.39	15.72	15.81	13951.9	13226.3	33892.3	35609.3	417.1	414.3	441.4	449.9	1.71	9.238
lfm2.5-350m	Q4_K_M	512	330.6	158.24	556.7	555.7	577.8	582.5	63.35	62.25	79.75	81.37	63.07	63.74	65.46	69.14	15.95	0.047	14.49	15.21	15.69	20.08	21254.3	24774.5	33551.5	41115.5	920.4	921.4	947.7	981.3	1.71	9.312
lfm2.5-350m	Q4_K_M	1024	388.1	203.24	906.7	904.8	934.1	946.5	63.77	63.86	72.73	78.87	63.52	63.94	65.24	66.41	15.79	0.039	14.93	15.15	15.39	17.43	25677.8	30560.5	40048.0	41727.8	1129.8	1131.8	1158.1	1169.2	1.71	9.220
lfm2.5-350m	Q4_K_M	2048	438.3	242.42	1604.8	1603.1	1641.5	1650.8	62.70	63.04	74.20	79.27	63.30	64.43	65.02	65.68	15.87	0.034	14.23	14.67	15.06	19.07	29324.0	30372.0	46395.1	52672.6	1276.4	1277.5	1293.7	1309.3	1.71	9.269
lfm2.5-350m	Q4_K_M	128	261.8	2.25	297.1	295.5	314.3	332.2	61.73	61.36	69.43	72.32	63.70	63.25	65.91	74.13	15.77	0.059	14.61	15.58	15.77	17.73	16771.4	14925.3	31120.4	45684.6	432.2	433.1	458.0	465.3	1.71	9.209
lfm2.5-350m	Q4_K_M	512	352.8	37.81	553.4	551.0	571.4	580.1	62.90	58.81	77.81	85.10	63.28	64.16	64.82	65.14	15.90	0.045	15.41	15.20	15.49	20.63	22329.1	22457.2	38467.0	39703.8	925.8	929.3	948.8	977.4	1.71	9.282
lfm2.5-350m	Q4_K_M	1024	422.9	65.20	908.7	904.8	925.0	947.3	63.97	64.29	77.34	86.25	63.32	64.10	64.76	67.38	15.88	0.036	14.55	15.14	15.38	19.12	27770.5	27141.5	46200.7	68561.7	1127.3	1131.8	1143.5	1175.1	1.71	9.272
lfm2.5-350m	Q4_K_M	2048	409.9	60.14	1607.3	1601.7	1626.5	1639.6	60.33	60.46	73.03	76.56	63.71	64.62	65.17	65.61	15.77	0.036	14.21	14.70	14.94	19.10	27506.5	27571.8	38974.3	57381.4	1274.4	1278.6	1289.4	1300.4	1.71	9.208
llama3.2-1b	Q4_K_M	128	331.6	418.20	726.8	731.6	742.5	749.0	83.89	84.44	85.04	85.39	82.99	82.80	83.54	84.66	12.05	0.035	11.53	11.81	11.90	11.94	28133.2	28916.1	50468.7	58325.4	176.2	175.0	180.7	182.4	2.26	5.324
llama3.2-1b	Q4_K_M	512	356.3	456.72	1464.1	1462.1	1476.7	1498.8	85.20	85.56	86.24	86.50	83.09	83.03	83.30	83.41	12.04	0.032	11.08	11.40	11.71	11.79	31006.8	25704.7	52665.9	81416.2	349.7	350.2	352.4	354.3	2.26	5.317
llama3.2-1b	Q4_K_M	1024	531.9	731.09	2428.8	2429.6	2445.2	2465.7	84.97	85.22	85.62	86.12	83.70	83.64	83.86	84.37	11.95	0.021	11.26	11.29	11.55	11.64	46879.0	42101.3	69419.8	109031.3	421.6	421.5	425.2	426.8	2.26	5.278
llama3.2-1b	Q4_K_M	2048	446.5	597.70	4400.2	4400.9	4421.7	4427.5	86.27	86.46	86.88	87.19	84.62	84.57	84.79	84.90	11.82	0.019	10.52	10.53	10.88	11.01	42110.6	39333.2	54841.5	66181.6	465.4	465.4	467.7	468.7	2.26	5.221
llama3.2-1b	Q4_K_M	128	285.3	122.89	732.0	728.1	752.8	772.0	84.45	84.63	85.67	86.52	82.70	82.66	82.83	83.27	12.09	0.041	11.45	11.71	11.89	11.90	24259.0	20538.5	40627.5	60722.5	175.0	175.8	179.9	180.7	2.26	5.342
llama3.2-1b	Q4_K_M	512	478.4	273.71	1474.0	1476.3	1491.5	1509.8	85.47	85.73	86.34	86.78	83.15	83.07	83.50	83.77	12.03	0.024	11.53	11.59	11.69	11.79	41218.8	37067.4	61191.7	101338.3	347.4	346.8	352.2	355.1	2.26	5.313
llama3.2-1b	Q4_K_M	1024	496.9	288.24	2425.6	2427.4	2437.4	2474.5	85.23	85.31	86.17	86.66	83.68	83.64	83.87	84.18	11.95	0.023	11.18	11.33	11.43	11.64	43961.5	44060.7	56045.8	121396.5	422.2	421.8	425.2	426.0	2.26	5.279
llama3.2-1b	Q4_K_M	2048	490.6	283.28	4402.2	4395.9	4435.6	4447.3	86.30	86.35	86.90	87.95	84.66	84.58	84.93	85.56	11.81	0.022	10.49	10.58	11.10	11.24	45886.3	40882.5	73418.4	92718.7	465.2	465.9	467.4	467.5	2.26	5.218
llama3.2-1b	Q4_K_M	128	299.4	16.95	730.8	731.1	756.3	775.7	83.78	84.29	84.79	85.04	82.78	82.71	83.01	83.39	12.08	0.039	11.60	11.75	11.89	11.90	25430.2	25263.7	37245.3	42585.0	175.3	175.1	181.5	184.4	2.26	5.337
llama3.2-1b	Q4_K_M	512	486.8	90.16	1466.5	1470.5	1479.5	1492.7	85.18	84.78	86.67	91.09	83.19	83.15	83.54	83.55	12.02	0.024	11.53	11.59	11.76	11.79	41904.2	37963.4	64974.4	89978.6	349.2	348.2	353.5	356.9	2.26	5.310
llama3.2-1b	Q4_K_M	1024	596.7	133.09	2435.2	2438.4	2456.5	2476.9	85.25	85.38	85.94	86.00	83.75	83.70	84.16	84.34	11.94	0.019	11.07	11.24	11.55	11.68	52405.8	40618.1	73761.3	163229.6	420.5	419.9	425.8	428.4	2.26	5.275
llama3.2-1b	Q4_K_M	2048	546.1	113.34	4399.7	4401.2	4430.9	4448.1	86.20	86.43	87.18	87.45	84.63	84.62	84.82	84.93	11.82	0.020	10.53	10.61	11.05	11.42	50567.5	43111.4	69645.7	137439.6	465.5	465.3	468.7	469.3	2.26	5.221
qwen2.5-0.5b	Q4_K_M	128	222.8	248.09	510.3	503.7	533.8	554.0	61.44	61.44	62.25	62.53	58.26	58.12	58.81	58.87	17.17	0.030	16.05	16.24	16.78	16.86	13485.9	7513.1	35587.5	42412.2	251.1	254.1	258.6	263.3	1.96	8.757
qwen2.5-0.5b	Q4_K_M	512	521.1	714.26	879.6	881.0	903.1	911.3	62.02	62.23	62.86	63.11	59.03	58.98	59.27	60.34	16.94	0.013	15.41	16.38	16.61	16.68	31779.5	23242.8	47486.6	136120.3	582.4	581.2	599.0	604.4	1.96	8.642
qwen2.5-0.5b	Q4_K_M	1024	622.6	872.89	1396.4	1389.1	1414.3	1440.9	62.57	62.54	63.43	63.54	59.66	59.61	60.11	60.32	16.76	0.020	14.82	15.77	16.41	16.43	38658.5	21306.2	99527.4	132797.0	733.5	737.2	745.2	748.1	1.96	8.551
qwen2.5-0.5b	Q4_K_M	2048	796.9	1145.13	2566.3	2561.1	2601.0	2610.3	62.90	62.90	63.34	64.96	60.69	60.64	60.95	61.10	16.48	0.014	15.04	15.35	16.03	16.05	50962.0	35902.4	101312.0	114917.7	798.1	799.7	804.0	808.3	1.96	8.406
qwen2.5-0.5b	Q4_K_M	128	252.5	97.27	509.8	511.0	525.4	529.3	61.67	61.75	62.15	62.28	58.27	58.18	58.75	58.98	17.16	0.065	16.35	16.47	16.70	16.83	15221.0	11635.3	19823.8	71188.3	251.3	250.5	260.0	267.8	1.96	8.755
qwen2.5-0.5b	Q4_K_M	512	428.6	234.85	872.0	866.6	899.2	905.0	62.28	62.34	62.90	63.47	59.10	58.95	59.67	59.97	16.92	0.022	15.68	16.09	16.45	16.66	26294.0	14962.4	42595.8	141635.8	587.4	590.8	598.5	605.8	1.96	8.633
qwen2.5-0.5b	Q4_K_M	1024	757.3	491.65	1400.5	1402.6	1415.8	1423.8	62.32	62.80	63.35	63.76	59.68	59.56	60.22	60.31	16.76	0.014	15.60	15.92	16.41	16.42	46781.6	24629.4	112218.4	138101.1	731.2	730.1	740.2	744.5	1.96	8.548
qwen2.5-0.5b	Q4_K_M	2048	874.9	583.51	2567.2	2565.5	2592.4	2600.6	62.67	63.05	63.71	68.54	60.81	60.86	61.07	61.18	16.44	0.013	15.22	15.44	16.04	16.14	55777.0	45190.7	108392.2	146881.4	797.8	798.3	804.0	808.8	1.96	8.389
qwen2.5-0.5b	Q4_K_M	128	294.6	15.10	505.6	501.7	525.4	542.0	61.46	61.75	62.77	63.64	58.28	58.22	58.59	59.29	17.16	0.056	16.15	16.50	16.78	16.86	17742.4	10724.3	22662.2	106889.6	253.4	255.1	259.4	264.6	1.96	8.754
qwen2.5-0.5b	Q4_K_M	512	350.1	36.76	872.9	873.2	890.2	907.3	62.34	62.20	63.40	64.22	59.00	58.84	59.44	59.55	16.95	0.019	15.80	16.11	16.53	16.65	21501.8	16792.5	41505.7	54350.8	586.7	586.3	596.1	610.0	1.96	8.647
qwen2.5-0.5b	Q4_K_M	1024	551.5	115.44	1391.2	1387.0	1411.2	1420.6	62.19	62.72	63.08	63.24	59.54	59.38	60.07	60.16	16.79	0.015	15.47	15.56	16.38	16.42	34323.4	17701.8	86487.6	96269.1	736.1	738.3	746.0	750.6	1.96	8.568
qwen2.5-0.5b	Q4_K_M	2048	629.9	146.05	2559.0	2559.5	2574.8	2583.8	63.12	63.19	63.39	63.55	60.71	60.76	61.01	61.32	16.47	0.020	14.77	15.05	15.88	16.07	40794.8	28868.4	74707.2	113939.5	800.3	800.2	806.1	811.1	1.96	8.403
qwen3-0.6b	Q8_0	128	791.4	1136.48	515.8	512.2	538.6	587.8	64.26	64.96	66.80	67.50	64.44	64.41	64.98	65.18	15.52	0.019	15.37	15.38	15.44	15.46	51535.5	48919.0	69884.8	78526.8	248.6	249.9	256.0	264.3	2.08	7.473
qwen3-0.6b	Q8_0	512	783.4	1124.06	1013.5	1008.2	1027.3	1107.6	67.67	67.60	69.05	71.25	65.96	65.98	66.84	66.95	15.16	0.019	14.84	14.87	14.91	15.04	52752.9	52126.7	80044.2	83287.6	505.6	507.8	520.4	520.9	2.08	7.302
qwen3-0.6b	Q8_0	1024	743.4	1061.48	1659.6	1662.9	1677.3	1678.0	70.48	69.32	73.62	82.84	67.91	68.01	68.55	68.86	14.73	0.019	14.22	14.26	14.31	14.32	52193.6	51440.8	75073.4	88673.0	617.1	615.8	623.8	626.9	2.08	7.092
qwen3-0.6b	Q8_0	2048	816.5	1175.78	3081.4	3072.8	3104.5	3170.3	74.20	73.72	77.64	83.68	71.45	71.50	71.70	71.79	14.00	0.010	13.13	13.19	13.47	13.67	61438.3	52636.6	88928.5	166043.0	664.7	666.5	669.6	670.5	2.08	6.741
qwen3-0.6b	Q8_0	128	724.0	465.66	515.3	510.9	534.2	570.2	65.98	65.51	68.36	75.44	64.31	64.30	64.90	65.31	15.55	0.021	15.39	15.40	15.47	15.50	47113.3	43084.0	67206.4	82788.5	248.7	250.5	256.2	261.5	2.08	7.489
qwen3-0.6b	Q8_0	512	920.0	618.75	1003.0	1003.6	1015.1	1028.1	68.25	67.99	69.72	77.04	66.24	66.18	66.96	67.68	15.10	0.016	14.83	14.85	14.91	14.92	62084.1	60678.3	91467.5	112267.0	510.5	510.2	518.5	520.5	2.08	7.271
qwen3-0.6b	Q8_0	1024	825.4	544.84	1667.0	1659.9	1690.5	1745.8	70.29	69.55	71.70	82.17	68.02	68.09	68.50	69.05	14.70	0.017	14.24	14.28	14.32	14.36	57863.8	60990.4	74171.3	95722.6	614.5	616.9	622.6	627.8	2.08	7.080
qwen3-0.6b	Q8_0	2048	1071.9	737.46	3075.3	3074.1	3098.6	3126.0	73.84	74.43	76.74	77.31	71.58	71.66	71.81	71.90	13.97	0.010	13.29	13.38	13.60	13.67	79820.4	74712.0	126697.5	159048.5	666.0	666.2	670.0	674.2	2.08	6.728
qwen3-0.6b	Q8_0	128	708.6	176.80	511.3	513.5	529.1	532.0	64.64	65.26	66.76	68.00	64.26	64.20	64.83	65.13	15.56	0.022	15.40	15.41	15.45	15.47	46056.3	44670.8	64438.2	74721.5	250.5	249.3	261.1	264.0	2.08	7.495
qwen3-0.6b	Q8_0	512	729.5	184.94	1002.8	1001.1	1016.0	1025.6	68.45	67.75	70.56	81.82	65.88	65.96	66.47	66.68	15.18	0.020	14.85	14.87	14.89	14.90	49095.8	47559.9	72279.3	75919.0	510.6	511.4	518.2	521.0	2.08	7.311
qwen3-0.6b	Q8_0	1024	853.7	233.49	1660.6	1655.9	1678.9	1700.0	69.42	69.59	71.68	72.19	68.13	68.06	68.78	69.47	14.68	0.014	14.23	14.28	14.30	14.34	59910.5	61028.2	82081.5	101982.0	616.7	618.4	621.7	624.4	2.08	7.069
qwen3-0.6b	Q8_0	2048	1163.9	354.64	3092.2	3071.1	3106.5	3301.8	75.42	73.70	81.05	95.18	71.57	71.56	71.79	71.84	13.97	0.008	13.31	13.32	13.66	13.70	86424.5	65032.1	157392.4	174863.9	662.6	666.9	670.4	671.2	2.08	6.729
smollm2-135m	Q4_K_M	128	461.2	620.70	224.0	224.2	242.3	249.8	28.79	29.41	31.90	34.24	25.96	25.92	26.60	27.02	38.52	0.081	36.92	37.45	38.04	38.43	12340.7	5837.3	34564.0	49976.0	574.5	571.2	638.1	645.0	1.81	21.329
smollm2-135m	Q4_K_M	512	286.1	347.03	410.2	409.4	423.0	427.5	28.95	29.81	31.02	32.43	26.22	26.17	26.56	26.77	38.14	0.126	33.18	36.08	37.16	37.25	7883.9	6580.8	17384.0	23268.6	1248.8	1250.7	1281.3	1285.2	1.81	21.116
smollm2-135m	Q4_K_M	1024	501.9	684.14	700.2	699.3	707.5	729.1	29.59	30.22	30.54	30.94	26.59	26.51	26.79	27.41	37.61	0.070	33.25	34.87	36.06	36.33	14172.1	8844.5	19366.1	65200.4	1462.7	1464.2	1483.2	1489.3	1.81	20.822
smollm2-135m	Q4_K_M	2048	468.9	632.66	1377.6	1380.8	1389.1	1396.9	31.14	31.21	32.20	32.81	27.50	27.50	27.67	27.98	36.37	0.070	30.86	32.34	34.57	34.92	14270.0	11837.9	29149.7	38708.6	1486.8	1483.2	1501.3	1504.6	1.81	20.134
smollm2-135m	Q4_K_M	128	515.3	302.59	215.3	213.6	230.8	267.2	28.43	29.55	31.10	37.58	25.66	25.55	25.96	26.92	38.98	0.043	37.99	38.17	38.40	38.49	13684.3	7518.3	15662.5	87884.1	597.7	599.3	635.7	643.7	1.81	21.579
smollm2-135m	Q4_K_M	512	324.6	153.59	413.3	414.6	423.1	426.3	29.48	29.98	30.62	32.19	26.13	26.08	26.20	26.72	38.28	0.112	35.97	36.40	37.16	37.37	8881.5	9640.1	14378.1	15797.4	1239.2	1235.0	1270.3	1287.3	1.81	21.192
smollm2-135m	Q4_K_M	1024	757.0	491.41	701.5	697.6	715.6	732.6	29.85	30.24	30.69	31.18	26.72	26.62	27.22	27.41	37.43	0.047	33.71	35.82	36.30	36.47	21106.4	13493.2	51507.9	82200.4	1460.1	1467.9	1484.4	1491.3	1.81	20.722
smollm2-135m	Q4_K_M	2048	442.8	245.94	1379.9	1372.7	1385.0	1466.8	30.51	31.10	31.56	32.05	27.53	27.48	27.72	28.01	36.33	0.074	30.21	32.54	34.18	34.67	13554.2	12668.8	25649.0	32868.4	1484.6	1491.9	1499.4	1503.0	1.81	20.113
smollm2-135m	Q4_K_M	128	656.5	156.46	209.3	205.4	218.8	241.7	28.43	29.29	29.81	30.46	25.57	25.42	25.80	27.17	39.13	0.057	37.40	37.93	38.49	38.72	17647.8	5785.6	20726.8	149417.2	613.5	623.1	647.4	651.0	1.81	21.664
smollm2-135m	Q4_K_M	512	829.3	223.95	415.0	411.6	431.0	444.4	29.80	29.77	30.89	32.27	26.14	26.01	26.79	27.24	38.26	0.031	36.62	36.95	37.55	37.56	22514.0	11197.9	56289.4	128891.5	1234.8	1243.9	1276.0	1288.1	1.81	21.183
smollm2-135m	Q4_K_M	1024	524.5	104.90	702.3	700.4	710.3	719.5	29.82	30.17	30.58	32.64	26.56	26.51	26.79	27.23	37.65	0.068	34.82	35.27	36.21	36.35	14725.3	10353.8	19631.8	68722.3	1458.2	1462.0	1475.4	1481.4	1.81	20.845
smollm2-135m	Q4_K_M	2048	513.9	100.72	1376.3	1377.5	1385.2	1395.6	30.40	31.20	31.78	32.86	27.47	27.45	27.58	27.75	36.40	0.064	31.75	32.09	34.85	35.03	15502.0	11206.5	34336.2	49551.9	1488.1	1486.8	1502.4	1504.0	1.81	20.152
smollm2-360m	Q8_0	128	517.8	709.06	266.8	265.7	275.8	287.6	45.77	46.11	46.75	47.21	42.49	42.08	42.76	46.14	23.55	0.043	22.70	23.12	23.36	23.37	23302.7	9604.2	35177.8	150619.0	480.2	481.8	496.0	507.3	0.79	30.000
smollm2-360m	Q8_0	512	1072.6	1575.99	635.0	632.2	651.3	658.4	47.01	46.96	47.39	49.71	44.51	44.21	46.89	46.96	22.49	0.017	21.24	21.85	22.15	22.19	49896.9	22430.3	150655.6	160871.7	806.4	809.9	817.8	821.2	0.79	28.647
smollm2-360m	Q8_0	1024	854.8	1235.55	1140.8	1138.3	1153.2	1168.3	50.14	49.77	51.88	54.09	45.98	45.69	47.30	47.55	21.75	0.024	18.49	20.42	21.02	21.12	41189.6	15343.4	123342.5	168977.3	897.7	899.6	905.4	906.5	0.79	27.708
smollm2-360m	Q8_0	2048	354.6	454.03	2350.6	2336.1	2394.1	2433.9	51.87	51.41	53.26	67.82	47.86	47.70	48.46	48.66	20.89	0.035	17.53	18.07	19.01	19.96	19291.9	16746.9	25344.0	65592.6	871.4	876.7	879.4	881.1	0.79	26.614
smollm2-360m	Q8_0	128	344.4	169.10	268.7	266.7	278.5	293.6	45.22	46.07	47.93	50.48	42.30	42.10	42.46	45.21	23.65	0.065	22.71	22.94	23.30	23.35	15278.2	7962.3	26022.4	109045.4	477.0	479.9	493.5	503.9	0.79	30.120
smollm2-360m	Q8_0	512	469.5	266.78	631.9	627.3	646.2	655.4	46.99	46.99	47.96	50.22	43.55	43.21	44.54	46.27	22.97	0.032	21.41	22.11	22.19	22.20	21533.6	13413.5	37992.3	106157.1	810.5	816.2	823.0	826.0	0.79	29.261
smollm2-360m	Q8_0	1024	932.4	628.41	1142.6	1141.2	1150.3	1159.2	48.67	49.35	50.25	51.56	45.97	45.55	47.44	47.56	21.76	0.018	20.33	20.75	21.00	21.12	44784.2	20051.1	149115.5	157588.4	896.2	897.3	904.3	906.0	0.79	27.720
smollm2-360m	Q8_0	2048	529.4	313.59	2340.1	2337.9	2353.5	2356.1	51.05	51.54	51.97	52.23	47.80	47.70	48.21	48.37	20.92	0.036	17.25	18.30	19.66	20.34	27718.1	18272.7	43819.0	129225.8	875.2	876.0	880.5	881.4	0.79	26.651
smollm2-360m	Q8_0	128	305.9	19.51	268.5	265.5	278.6	291.8	44.87	46.11	46.84	47.17	42.25	42.09	42.50	44.20	23.67	0.044	22.88	23.05	23.30	23.38	13340.9	9018.2	24932.6	59420.0	477.3	482.2	495.2	497.2	0.79	30.152
smollm2-360m	Q8_0	512	513.9	100.74	636.6	626.8	669.6	705.6	47.30	47.01	49.19	54.32	43.83	43.52	45.21	46.93	22.83	0.029	20.25	21.30	22.20	22.32	23917.6	9366.5	44626.3	151827.2	805.4	816.8	826.9	830.0	0.79	29.080
smollm2-360m	Q8_0	1024	500.5	95.51	1143.2	1144.5	1151.6	1156.8	48.93	49.21	50.34	51.75	45.62	45.56	46.24	46.39	21.92	0.029	19.57	20.88	21.16	21.16	24076.9	22834.7	46320.0	50612.3	895.8	894.7	904.3	906.7	0.79	27.923
smollm2-360m	Q8_0	2048	353.1	37.95	2338.7	2333.8	2353.8	2366.1	50.44	51.58	51.88	52.30	47.75	47.68	48.05	48.20	20.94	0.052	17.55	18.06	19.33	19.80	19196.7	16351.8	32504.8	51060.8	875.7	877.5	881.1	882.4	0.79	26.673

Best Output Tok/J per Model

Backend	Model	Quant	Best Tok/J	ISL	OSL	Tok/s	Power (W)
ollama	gemma3-1b	Q4_K_M	4.858	128	711.5	9.86	2.03
ollama	lfm2.5-1.2b	Q4_K_M	4.855	512	657.6	9.93	2.04
ollama	lfm2.5-350m	Q4_K_M	9.312	512	330.6	15.95	1.71
ollama	llama3.2-1b	Q4_K_M	5.342	128	285.3	12.09	2.26
ollama	qwen2.5-0.5b	Q4_K_M	8.757	128	222.8	17.17	1.96
ollama	qwen3-0.6b	Q8_0	7.495	128	708.6	15.56	2.08
ollama	smollm2-135m	Q4_K_M	21.664	128	656.5	39.13	1.81
ollama	smollm2-360m	Q8_0	30.152	128	305.9	23.67	0.79

Thermal Summary

Backend	Model	Avg Power (W)	Avg CPU (°C)	Avg GPU (°C)	Peak TJ (°C)	Throttled
ollama	gemma3-1b	2.03	47.6	49.4	50.3	No
ollama	gemma3-4b	1.35	44.7	46.2	49.6	No
ollama	lfm2.5-1.2b	2.04	48.2	49.9	50.5	No
ollama	lfm2.5-350m	1.71	46.7	48.4	49.4	No
ollama	llama3.2-1b	2.26	48.1	49.9	50.8	No
ollama	qwen2.5-0.5b	1.96	46.1	47.9	49.9	No
ollama	qwen3-0.6b	2.08	47.2	49.0	50.9	No
ollama	smollm2-135m	1.81	43.4	45.1	46.8	No
ollama	smollm2-360m	0.79	43.4	45.2	49.9	No

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Generated by bench-non-reasoning.sh on 2026-06-09 02:38:16 108 rows | 1 backends | 9 models