KokoroTTS VRAM Benchmark Details
Each official run appends lifecycle, per-language, and per-voice GPU memory measurements here.
2026-10-03 03:20:48 UTC - 0.4-snapshot
- Model:
hexgrad/Kokoro-82M
- GPU:
NVIDIA GeForce RTX 5070 Ti (16303 MiB)
- Sample interval:
50 ms
- Comment: Official quiet-GPU RTX 5070 Ti baseline for v0.4-snapshot; full catalog with lifecycle, per-language, and per-voice measurements
Lifecycle Stages
| Stage |
Process allocated |
Process reserved |
Process peak allocated |
Process peak reserved |
Device used |
| Before runtime |
0.0 MiB |
0.0 MiB |
0.0 MiB |
0.0 MiB |
1293.6 MiB |
| After voice preparation |
0.0 MiB |
0.0 MiB |
0.0 MiB |
0.0 MiB |
1293.6 MiB |
| After initial model weights |
317.6 MiB |
332.0 MiB |
317.6 MiB |
332.0 MiB |
1673.6 MiB |
| After all inference |
1283.5 MiB |
1324.0 MiB |
1725.1 MiB |
2052.0 MiB |
2687.6 MiB |
By Language
| Language |
Voices |
Process peak allocated |
Process peak reserved |
Peak voice |
Device peak |
Device peak voice |
| American English |
20 |
1022.0 MiB |
1356.0 MiB |
af_nicole |
2715.6 MiB |
af_nicole |
| British English |
8 |
800.2 MiB |
1064.0 MiB |
bm_lewis |
2425.6 MiB |
bm_lewis |
| Japanese |
5 |
962.2 MiB |
1430.0 MiB |
jf_nezumi |
2791.6 MiB |
jf_nezumi |
| Mandarin Chinese |
8 |
809.6 MiB |
1082.0 MiB |
zf_xiaoni |
2443.6 MiB |
zf_xiaoni |
| Spanish |
3 |
756.9 MiB |
1096.0 MiB |
ef_dora |
2457.6 MiB |
ef_dora |
| French |
1 |
764.2 MiB |
982.0 MiB |
ff_siwis |
2343.6 MiB |
ff_siwis |
| Hindi |
4 |
817.3 MiB |
1208.0 MiB |
hm_omega |
2569.6 MiB |
hm_omega |
| Italian |
2 |
767.0 MiB |
1152.0 MiB |
im_nicola |
2513.6 MiB |
im_nicola |
| Brazilian Portuguese |
3 |
735.4 MiB |
1048.0 MiB |
pf_dora |
2409.6 MiB |
pf_dora |
| German |
2 |
1430.7 MiB |
1658.0 MiB |
dm_martin |
3019.6 MiB |
dm_martin |
| Vietnamese |
14 |
1725.1 MiB |
2052.0 MiB |
storyvert |
3413.6 MiB |
storyvert |
By Voice
| Language |
Voice |
Name |
Audio |
Process peak allocated |
Process peak reserved |
Inference increment |
Device baseline |
Device peak |
Samples |
| American English |
af_heart |
Heart |
22.425s |
789.4 MiB |
1124.0 MiB |
792.0 MiB |
1673.6 MiB |
2483.6 MiB |
42 |
| American English |
af_bella |
Bella |
22.950s |
799.6 MiB |
1064.0 MiB |
732.0 MiB |
1713.6 MiB |
2423.6 MiB |
6 |
| American English |
af_nicole |
Nicole |
33.725s |
1022.0 MiB |
1356.0 MiB |
1024.0 MiB |
1713.6 MiB |
2715.6 MiB |
7 |
| American English |
af_aoede |
Aoede |
21.400s |
769.0 MiB |
1134.0 MiB |
802.0 MiB |
1713.6 MiB |
2493.6 MiB |
7 |
| American English |
af_kore |
Kore |
20.650s |
753.1 MiB |
1076.0 MiB |
744.0 MiB |
1713.6 MiB |
2437.6 MiB |
7 |
| American English |
af_sarah |
Sarah |
21.950s |
781.1 MiB |
1024.0 MiB |
692.0 MiB |
1715.6 MiB |
2385.6 MiB |
6 |
| American English |
af_nova |
Nova |
18.850s |
716.6 MiB |
990.0 MiB |
658.0 MiB |
1715.6 MiB |
2351.6 MiB |
6 |
| American English |
af_sky |
Sky |
20.550s |
751.1 MiB |
1088.0 MiB |
756.0 MiB |
1715.6 MiB |
2449.6 MiB |
6 |
| American English |
af_alloy |
Alloy |
18.800s |
714.6 MiB |
990.0 MiB |
658.0 MiB |
1715.6 MiB |
2351.6 MiB |
6 |
| American English |
af_jessica |
Jessica |
18.725s |
714.0 MiB |
890.0 MiB |
558.0 MiB |
1715.6 MiB |
2251.6 MiB |
6 |
| American English |
af_river |
River |
18.475s |
710.6 MiB |
888.0 MiB |
556.0 MiB |
1715.6 MiB |
2249.6 MiB |
7 |
| American English |
am_michael |
Michael |
24.275s |
825.8 MiB |
1126.0 MiB |
794.0 MiB |
1715.6 MiB |
2487.6 MiB |
6 |
| American English |
am_fenrir |
Fenrir |
20.300s |
747.4 MiB |
960.0 MiB |
628.0 MiB |
1715.6 MiB |
2321.6 MiB |
6 |
| American English |
am_puck |
Puck |
19.750s |
735.8 MiB |
1048.0 MiB |
716.0 MiB |
1715.6 MiB |
2409.6 MiB |
6 |
| American English |
am_echo |
Echo |
19.150s |
721.9 MiB |
900.0 MiB |
568.0 MiB |
1715.6 MiB |
2261.6 MiB |
6 |
| American English |
am_eric |
Eric |
17.975s |
698.5 MiB |
950.0 MiB |
618.0 MiB |
1715.6 MiB |
2311.6 MiB |
5 |
| American English |
am_liam |
Liam |
19.000s |
720.8 MiB |
988.0 MiB |
656.0 MiB |
1715.6 MiB |
2349.6 MiB |
6 |
| American English |
am_onyx |
Onyx |
18.800s |
714.8 MiB |
990.0 MiB |
658.0 MiB |
1715.6 MiB |
2351.6 MiB |
5 |
| American English |
am_santa |
Santa |
20.950s |
762.1 MiB |
982.0 MiB |
650.0 MiB |
1715.6 MiB |
2343.6 MiB |
6 |
| American English |
am_adam |
Adam |
20.700s |
755.4 MiB |
1094.0 MiB |
762.0 MiB |
1715.6 MiB |
2455.6 MiB |
6 |
| British English |
bf_emma |
Emma |
20.250s |
746.3 MiB |
960.0 MiB |
628.0 MiB |
1715.6 MiB |
2321.6 MiB |
6 |
| British English |
bf_isabella |
Isabella |
20.450s |
748.7 MiB |
964.0 MiB |
632.0 MiB |
1715.6 MiB |
2325.6 MiB |
6 |
| British English |
bf_alice |
Alice |
20.375s |
748.7 MiB |
962.0 MiB |
630.0 MiB |
1715.6 MiB |
2323.6 MiB |
6 |
| British English |
bf_lily |
Lily |
20.225s |
746.6 MiB |
996.0 MiB |
664.0 MiB |
1715.6 MiB |
2357.6 MiB |
6 |
| British English |
bm_george |
George |
22.675s |
796.5 MiB |
1062.0 MiB |
730.0 MiB |
1715.6 MiB |
2423.6 MiB |
6 |
| British English |
bm_fable |
Fable |
18.800s |
715.1 MiB |
988.0 MiB |
656.0 MiB |
1715.6 MiB |
2349.6 MiB |
5 |
| British English |
bm_lewis |
Lewis |
22.925s |
800.2 MiB |
1064.0 MiB |
732.0 MiB |
1715.6 MiB |
2425.6 MiB |
6 |
| British English |
bm_daniel |
Daniel |
18.850s |
717.1 MiB |
988.0 MiB |
656.0 MiB |
1715.6 MiB |
2349.6 MiB |
5 |
| Japanese |
jf_alpha |
Alpha |
24.600s |
833.7 MiB |
1052.0 MiB |
720.0 MiB |
1715.6 MiB |
2413.6 MiB |
6 |
| Japanese |
jf_gongitsune |
Gongitsune |
30.550s |
956.7 MiB |
1318.0 MiB |
986.0 MiB |
1715.6 MiB |
2679.6 MiB |
6 |
| Japanese |
jf_nezumi |
Nezumi |
30.950s |
962.2 MiB |
1430.0 MiB |
1098.0 MiB |
1715.6 MiB |
2791.6 MiB |
6 |
| Japanese |
jf_tebukuro |
Tebukuro |
30.350s |
952.8 MiB |
1318.0 MiB |
986.0 MiB |
1715.6 MiB |
2679.6 MiB |
6 |
| Japanese |
jm_kumo |
Kumo |
25.975s |
859.3 MiB |
1150.0 MiB |
818.0 MiB |
1715.6 MiB |
2511.6 MiB |
6 |
| Mandarin Chinese |
zf_xiaobei |
Xiaobei |
23.400s |
809.6 MiB |
1068.0 MiB |
736.0 MiB |
1715.6 MiB |
2429.6 MiB |
15 |
| Mandarin Chinese |
zf_xiaoni |
Xiaoni |
20.725s |
756.8 MiB |
1082.0 MiB |
750.0 MiB |
1715.6 MiB |
2443.6 MiB |
6 |
| Mandarin Chinese |
zf_xiaoxiao |
Xiaoxiao |
19.925s |
739.1 MiB |
928.0 MiB |
596.0 MiB |
1715.6 MiB |
2289.6 MiB |
6 |
| Mandarin Chinese |
zf_xiaoyi |
Xiaoyi |
19.800s |
736.2 MiB |
1020.0 MiB |
688.0 MiB |
1715.6 MiB |
2381.6 MiB |
6 |
| Mandarin Chinese |
zm_yunjian |
Yunjian |
19.050s |
723.5 MiB |
964.0 MiB |
632.0 MiB |
1715.6 MiB |
2325.6 MiB |
6 |
| Mandarin Chinese |
zm_yunxi |
Yunxi |
18.025s |
700.8 MiB |
942.0 MiB |
610.0 MiB |
1715.6 MiB |
2303.6 MiB |
6 |
| Mandarin Chinese |
zm_yunxia |
Yunxia |
21.100s |
767.2 MiB |
988.0 MiB |
656.0 MiB |
1715.6 MiB |
2349.6 MiB |
6 |
| Mandarin Chinese |
zm_yunyang |
Yunyang |
17.675s |
695.8 MiB |
844.0 MiB |
512.0 MiB |
1715.6 MiB |
2205.6 MiB |
5 |
| Spanish |
ef_dora |
Dora |
20.700s |
756.9 MiB |
1096.0 MiB |
764.0 MiB |
1715.6 MiB |
2457.6 MiB |
5 |
| Spanish |
em_alex |
Alex |
20.725s |
756.4 MiB |
1076.0 MiB |
744.0 MiB |
1715.6 MiB |
2437.6 MiB |
6 |
| Spanish |
em_santa |
Santa |
20.625s |
752.9 MiB |
1090.0 MiB |
758.0 MiB |
1715.6 MiB |
2451.6 MiB |
5 |
| French |
ff_siwis |
Siwis |
21.100s |
764.2 MiB |
982.0 MiB |
650.0 MiB |
1715.6 MiB |
2343.6 MiB |
6 |
| Hindi |
hf_alpha |
Alpha |
23.000s |
801.8 MiB |
1090.0 MiB |
758.0 MiB |
1715.6 MiB |
2451.6 MiB |
6 |
| Hindi |
hf_beta |
Beta |
19.550s |
731.7 MiB |
916.0 MiB |
584.0 MiB |
1715.6 MiB |
2277.6 MiB |
6 |
| Hindi |
hm_omega |
Omega |
23.175s |
805.8 MiB |
1208.0 MiB |
876.0 MiB |
1715.6 MiB |
2569.6 MiB |
7 |
| Hindi |
hm_psi |
Psi |
23.600s |
817.3 MiB |
1070.0 MiB |
738.0 MiB |
1715.6 MiB |
2431.6 MiB |
6 |
| Italian |
if_sara |
Sara |
19.500s |
732.7 MiB |
944.0 MiB |
612.0 MiB |
1715.6 MiB |
2305.6 MiB |
6 |
| Italian |
im_nicola |
Nicola |
21.375s |
767.0 MiB |
1152.0 MiB |
820.0 MiB |
1715.6 MiB |
2513.6 MiB |
6 |
| Brazilian Portuguese |
pf_dora |
Dora |
19.650s |
733.1 MiB |
1048.0 MiB |
716.0 MiB |
1715.6 MiB |
2409.6 MiB |
6 |
| Brazilian Portuguese |
pm_alex |
Alex |
19.750s |
735.1 MiB |
1048.0 MiB |
716.0 MiB |
1715.6 MiB |
2409.6 MiB |
5 |
| Brazilian Portuguese |
pm_santa |
Santa |
19.775s |
735.4 MiB |
1048.0 MiB |
716.0 MiB |
1715.6 MiB |
2409.6 MiB |
5 |
| German |
df_victoria |
Victoria |
26.850s |
1198.1 MiB |
1532.0 MiB |
1200.0 MiB |
1715.6 MiB |
2893.6 MiB |
26 |
| German |
dm_martin |
Martin |
22.475s |
1430.7 MiB |
1658.0 MiB |
1326.0 MiB |
2045.6 MiB |
3019.6 MiB |
22 |
| Vietnamese |
diem_trinh |
Diễm Trinh |
16.575s |
1627.7 MiB |
1800.0 MiB |
1468.0 MiB |
2349.6 MiB |
3161.6 MiB |
24 |
| Vietnamese |
hung_thinh |
Hưng Thịnh |
16.425s |
1624.5 MiB |
1876.0 MiB |
1544.0 MiB |
2665.6 MiB |
3237.6 MiB |
7 |
| Vietnamese |
mai_linh |
Mai Linh |
16.350s |
1625.2 MiB |
1876.0 MiB |
1544.0 MiB |
2685.6 MiB |
3237.6 MiB |
7 |
| Vietnamese |
mai_loan |
Mai Loan |
20.000s |
1699.2 MiB |
1932.0 MiB |
1600.0 MiB |
2665.6 MiB |
3293.6 MiB |
7 |
| Vietnamese |
manh_dung |
Mạnh Dũng |
17.525s |
1649.0 MiB |
1826.0 MiB |
1494.0 MiB |
2685.6 MiB |
3187.6 MiB |
7 |
| Vietnamese |
my_yen |
Mỹ Yến |
19.000s |
1680.0 MiB |
1946.0 MiB |
1614.0 MiB |
2685.6 MiB |
3307.6 MiB |
7 |
| Vietnamese |
ngoc_huyen |
Ngọc Huyền |
17.750s |
1654.6 MiB |
1824.0 MiB |
1492.0 MiB |
2665.6 MiB |
3185.6 MiB |
7 |
| Vietnamese |
phat_tai |
Phát Tài |
17.700s |
1652.7 MiB |
1794.0 MiB |
1462.0 MiB |
2685.6 MiB |
3155.6 MiB |
7 |
| Vietnamese |
thanh_dat |
Thành Đạt |
18.675s |
1670.3 MiB |
1814.0 MiB |
1482.0 MiB |
2685.6 MiB |
3175.6 MiB |
7 |
| Vietnamese |
thuc_trinh |
Thục Trinh |
16.400s |
1624.2 MiB |
1848.0 MiB |
1516.0 MiB |
2665.6 MiB |
3209.6 MiB |
7 |
| Vietnamese |
tuan_ngoc |
Tuấn Ngọc |
16.975s |
1638.7 MiB |
1778.0 MiB |
1446.0 MiB |
2685.6 MiB |
3139.6 MiB |
7 |
| Vietnamese |
storyvert |
Storyvert |
21.375s |
1725.1 MiB |
2052.0 MiB |
1720.0 MiB |
2685.6 MiB |
3413.6 MiB |
6 |
| Vietnamese |
duc_an |
Đức An |
17.250s |
1642.2 MiB |
1872.0 MiB |
1540.0 MiB |
2665.6 MiB |
3235.6 MiB |
7 |
| Vietnamese |
duc_duy |
Đức Duy |
16.000s |
1618.1 MiB |
1758.0 MiB |
1426.0 MiB |
2687.6 MiB |
3121.6 MiB |
6 |
