Cantonese Voice Benchmark粵語語音基準
EN繁中

Archived record · /v/2026-1

Cantonese Voice Benchmark 2026.1

This address only ever shows this edition’s results. This edition is still open, so these numbers can still move. See the live leaderboard.

Core Score

Entries whose 95% confidence intervals overlap share a rank band and are reported as tied.

Core Score (ASR + LLM + TTS). Entries whose 95% confidence intervals overlap share a rank band and are reported as tied.
 Rank Team CoreASRCERLLMJudgeTTSMOSE2ENatural TTFB
1tied
MediConCenliveNamed
95.6
13.3%10.2–17.2
4.90 / 54.77–5.00
5.00 / 5measured, not rated
—Organisers run this
4.64sp95 6.30
1
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan10live
94.7
19.8%15.6–24.4
5.00 / 55.00–5.00
5.00 / 5measured, not rated
—Not entered
0.18sp95 0.76
1
Ener-GliveNamed
94.1
15.8%12.3–19.8
4.80 / 54.61–4.95
5.00 / 5measured, not rated
—Not entered
1.31sp95 2.71
1
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Yardarm9live
93.2
22.0%19.1–25.7
4.89 / 54.73–5.00
5.00 / 5measured, not rated5.00–5.00
—Not entered
10.01sp95 11.69
5tied
Vibran-CliveNamed
91.6
19.5%16.4–23.3
5.00 / 55.00–5.00
4.68 / 5measured, not rated
—Not entered
0.41sp95 1.65
5
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Osprey8live
90.9
19.4%16.4–22.8
4.53 / 54.14–4.89
5.00 / 5measured, not rated5.00–5.00
—Not entered
5.17sp95 6.67
5
DannySliveNamed
90.8
19.7%16.3–25.2
4.91 / 54.77–5.00
4.68 / 5measured, not rated
—Organisers run this
4.17sp95 5.64
5
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard8live
89.9
26.7%23.2–30.7
4.86 / 54.67–5.00
4.82 / 5measured, not rated
—Not entered
0.81sp95 4.79
9
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Petrel8live
79.4
52.3%48.4–56.5
4.59 / 54.20–4.88
4.68 / 5measured, not rated
—Organisers run this
16.48sp95 21.48
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan4live
—LLM — scored, not submitted
45.3%31.6–56.0
—Scored, not submitted
—No runs yet
—Organisers run this
0.86sp95 0.89
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Lantern9live
—ASR — no runs yet
—No runs yet
4.69 / 54.39–5.00
5.00 / 5measured, not rated5.00–5.00
—Not entered
—
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard4live
—LLM — no runs yet
21.8%17.8–26.4
—No runs yet
5.00 / 5measured, not rated5.00–5.00
—Organisers run this
7.24sp95 8.15
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Gannet8live
—ASR — scored, not submitted
—Scored, not submitted
—Scored, not submitted
—Scored, not submitted
—Organisers run this
—
Reference baselinesIndicative figures for scale. Not measured on this corpus — no entrant is ranked against them.
A
Open-source pipeline
76.2
11.1%
3.81 / 5
3.44 / 5
3.29 / 5
2.11sp95 3.88
B
Proprietary voice LLM
82.7
8.6%
4.14 / 5
3.62 / 5
4.01 / 5
0.88sp95 1.52
1MediConCenlive95.6
ASR
13.3%
10.2–17.2
LLM
4.90
4.77–5.00
TTS
5.00
measured, not rated
E2E
—
Organisers run this
TTFB 4.64s p50 · 6.30s p95
1Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan10live94.7
ASR
19.8%
15.6–24.4
LLM
5.00
5.00–5.00
TTS
5.00
measured, not rated
E2E
—
Not entered
TTFB 0.18s p50 · 0.76s p95
1Ener-Glive94.1
ASR
15.8%
12.3–19.8
LLM
4.80
4.61–4.95
TTS
5.00
measured, not rated
E2E
—
Not entered
TTFB 1.31s p50 · 2.71s p95
1Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Yardarm9live93.2
ASR
22.0%
19.1–25.7
LLM
4.89
4.73–5.00
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Not entered
TTFB 10.01s p50 · 11.69s p95
5Vibran-Clive91.6
ASR
19.5%
16.4–23.3
LLM
5.00
5.00–5.00
TTS
4.68
measured, not rated
E2E
—
Not entered
TTFB 0.41s p50 · 1.65s p95
5Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Osprey8live90.9
ASR
19.4%
16.4–22.8
LLM
4.53
4.14–4.89
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Not entered
TTFB 5.17s p50 · 6.67s p95
5DannySlive90.8
ASR
19.7%
16.3–25.2
LLM
4.91
4.77–5.00
TTS
4.68
measured, not rated
E2E
—
Organisers run this
TTFB 4.17s p50 · 5.64s p95
5Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard8live89.9
ASR
26.7%
23.2–30.7
LLM
4.86
4.67–5.00
TTS
4.82
measured, not rated
E2E
—
Not entered
TTFB 0.81s p50 · 4.79s p95
9Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Petrel8live79.4
ASR
52.3%
48.4–56.5
LLM
4.59
4.20–4.88
TTS
4.68
measured, not rated
E2E
—
Organisers run this
TTFB 16.48s p50 · 21.48s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan4live—
LLM — scored, not submitted
ASR
45.3%
31.6–56.0
LLM
—
Scored, not submitted
TTS
—
No runs yet
E2E
—
Organisers run this
TTFB 0.86s p50 · 0.89s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Lantern9live—
ASR — no runs yet
ASR
—
No runs yet
LLM
4.69
4.39–5.00
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Not entered
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard4live—
LLM — no runs yet
ASR
21.8%
17.8–26.4
LLM
—
No runs yet
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Organisers run this
TTFB 7.24s p50 · 8.15s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Gannet8live—
ASR — scored, not submitted
ASR
—
Scored, not submitted
LLM
—
Scored, not submitted
TTS
—
Scored, not submitted
E2E
—
Organisers run this
Reference baselinesIndicative figures for scale. Not measured on this corpus — no entrant is ranked against them.
AOpen-source pipeline76.2
BProprietary voice LLM82.7

Full Score

Full Score (all entered pillars). Entries whose 95% confidence intervals overlap share a rank band and are reported as tied.
 Rank Team FullASRCERLLMJudgeTTSMOSE2ENatural TTFB
1
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan10live
94.7
19.8%15.6–24.4
5.00 / 55.00–5.00
5.00 / 5measured, not rated
—Not entered
0.18sp95 0.76
—
MediConCenliveNamed
—E2E — organisers run this
13.3%10.2–17.2
4.90 / 54.77–5.00
5.00 / 5measured, not rated
—Organisers run this
4.64sp95 6.30
—
DannySliveNamed
—E2E — organisers run this
19.7%16.3–25.2
4.91 / 54.77–5.00
4.68 / 5measured, not rated
—Organisers run this
4.17sp95 5.64
—
Ener-GliveNamed
—Awaiting the system description the rules require before final scoring
15.8%12.3–19.8
4.80 / 54.61–4.95
5.00 / 5measured, not rated
—Not entered
1.31sp95 2.71
—
Vibran-CliveNamed
—Awaiting the system description the rules require before final scoring
19.5%16.4–23.3
5.00 / 55.00–5.00
4.68 / 5measured, not rated
—Not entered
0.41sp95 1.65
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard8live
—Awaiting the system description the rules require before final scoring
26.7%23.2–30.7
4.86 / 54.67–5.00
4.82 / 5measured, not rated
—Not entered
0.81sp95 4.79
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Petrel8live
—E2E — organisers run this
52.3%48.4–56.5
4.59 / 54.20–4.88
4.68 / 5measured, not rated
—Organisers run this
16.48sp95 21.48
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Yardarm9live
—Awaiting the system description the rules require before final scoring
22.0%19.1–25.7
4.89 / 54.73–5.00
5.00 / 5measured, not rated5.00–5.00
—Not entered
10.01sp95 11.69
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Osprey8live
—Awaiting the system description the rules require before final scoring
19.4%16.4–22.8
4.53 / 54.14–4.89
5.00 / 5measured, not rated5.00–5.00
—Not entered
5.17sp95 6.67
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan4live
—LLM — scored, not submitted
45.3%31.6–56.0
—Scored, not submitted
—No runs yet
—Organisers run this
0.86sp95 0.89
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Lantern9live
—ASR — no runs yet
—No runs yet
4.69 / 54.39–5.00
5.00 / 5measured, not rated5.00–5.00
—Not entered
—
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard4live
—LLM — no runs yet
21.8%17.8–26.4
—No runs yet
5.00 / 5measured, not rated5.00–5.00
—Organisers run this
7.24sp95 8.15
—
Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Gannet8live
—ASR — scored, not submitted
—Scored, not submitted
—Scored, not submitted
—Scored, not submitted
—Organisers run this
—
Reference baselinesIndicative figures for scale. Not measured on this corpus — no entrant is ranked against them.
A
Open-source pipeline
71.0
11.1%
3.81 / 5
3.44 / 5
3.29 / 5
2.11sp95 3.88
B
Proprietary voice LLM
78.4
8.6%
4.14 / 5
3.62 / 5
4.01 / 5
0.88sp95 1.52
1Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan10live94.7
ASR
19.8%
15.6–24.4
LLM
5.00
5.00–5.00
TTS
5.00
measured, not rated
E2E
—
Not entered
TTFB 0.18s p50 · 0.76s p95
—MediConCenlive—
E2E — organisers run this
ASR
13.3%
10.2–17.2
LLM
4.90
4.77–5.00
TTS
5.00
measured, not rated
E2E
—
Organisers run this
TTFB 4.64s p50 · 6.30s p95
—DannySlive—
E2E — organisers run this
ASR
19.7%
16.3–25.2
LLM
4.91
4.77–5.00
TTS
4.68
measured, not rated
E2E
—
Organisers run this
TTFB 4.17s p50 · 5.64s p95
—Ener-Glive—
Awaiting the system description the rules require before final scoring
ASR
15.8%
12.3–19.8
LLM
4.80
4.61–4.95
TTS
5.00
measured, not rated
E2E
—
Not entered
TTFB 1.31s p50 · 2.71s p95
—Vibran-Clive—
Awaiting the system description the rules require before final scoring
ASR
19.5%
16.4–23.3
LLM
5.00
5.00–5.00
TTS
4.68
measured, not rated
E2E
—
Not entered
TTFB 0.41s p50 · 1.65s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard8live—
Awaiting the system description the rules require before final scoring
ASR
26.7%
23.2–30.7
LLM
4.86
4.67–5.00
TTS
4.82
measured, not rated
E2E
—
Not entered
TTFB 0.81s p50 · 4.79s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Petrel8live—
E2E — organisers run this
ASR
52.3%
48.4–56.5
LLM
4.59
4.20–4.88
TTS
4.68
measured, not rated
E2E
—
Organisers run this
TTFB 16.48s p50 · 21.48s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Yardarm9live—
Awaiting the system description the rules require before final scoring
ASR
22.0%
19.1–25.7
LLM
4.89
4.73–5.00
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Not entered
TTFB 10.01s p50 · 11.69s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Osprey8live—
Awaiting the system description the rules require before final scoring
ASR
19.4%
16.4–22.8
LLM
4.53
4.14–4.89
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Not entered
TTFB 5.17s p50 · 6.67s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Sampan4live—
LLM — scored, not submitted
ASR
45.3%
31.6–56.0
LLM
—
Scored, not submitted
TTS
—
No runs yet
E2E
—
Organisers run this
TTFB 0.86s p50 · 0.89s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Lantern9live—
ASR — no runs yet
ASR
—
No runs yet
LLM
4.69
4.39–5.00
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Not entered
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Vanguard4live—
LLM — no runs yet
ASR
21.8%
17.8–26.4
LLM
—
No runs yet
TTS
5.00
measured, not rated
5.00–5.00
E2E
—
Organisers run this
TTFB 7.24s p50 · 8.15s p95
—Anonymous by default. Being named is the entrant’s choice, reversible until results publish; after that a named entry can still be un-named on request.Gannet8live—
ASR — scored, not submitted
ASR
—
Scored, not submitted
LLM
—
Scored, not submitted
TTS
—
Scored, not submitted
E2E
—
Organisers run this
Reference baselinesIndicative figures for scale. Not measured on this corpus — no entrant is ranked against them.
AOpen-source pipeline71.0
BProprietary voice LLM78.4