Run: 2026-02-16-01KHK2PK3Y58Q8CWGT5TKBVMJG

Run Details

Model:
Qwen 3.5 397B A17B
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
1m 52s
Cost:
$0.014238
Provider:
Alibaba

Evaluation summary

Score Evaluator
Details Link
100.00% Parse dialogue (details)

Model input

System
You are an expert novel author in the cozy mystery genre. Take the following details about characters/locations/... into account: <character name="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian and does not yet know any English. She enjoys landscape photography and is always seen with her camera. </character> <character name="Hunter"> Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN. He is a former marine and has a no-nonsense attitude. Hunter has no knowledge of Italian, not even basic phrases. </character> <location name="Alborn, MN"> Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival. </location>
User/Human
Write the following scene: Isabella is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town. She responds troubled and shaken in Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Isabella: (Clutching her camera to her chest, eyes wide) "Non capisco. Non parlo la sua lingua." [I don't understand. I don't speak your language.] Hunter: (Flashes badge, keeps voice steady) "Detective Hunter. I need to know if you were near the orchard yesterday. Did you see anyone?" Isabella: (Shaking her head rapidly, voice trembling) "Ho visto qualcosa... nelle mie foto. C'era qualcuno." [I saw something... in my photos. There was someone.] Hunter: (Frowns, leans in slightly) "Photos? You pointing at the camera? Can I see it?" Isabella: (Nods, turns the camera screen toward him with shaking hands) "Si, guardi. Qui. Tra gli alberi delle mele." [Yes, look. Here. Among the apple trees.] Hunter: (Squints at the screen) "That's the festival grounds. What's that shadow in the background? Can you zoom in?" Isabella: (Takes the camera back, hugs it again, tears forming) "Un uomo. Aveva una corda. Ho paura." [A man. He had a rope. I'm scared.] Hunter: (Sighs, rubbing his temple) "Look, I don't understand a word you're saying, but you look like you've seen a ghost. Do you need help?" Isabella: (Gestures vaguely toward the woods, then back to him) "Per favore... non mi lasci sola qui." [Please... don't leave me alone here.] Hunter: (Phone begins to ring abruptly) "Hold on. Hunter." (Listens for a second, expression hardens) Isabella: (Reaching out slightly) "Signore? Aspetti!" [Sir? Wait!] Hunter: (Standing up, already turning away) "I have to take this. Stay put. Don't go anywhere." Isabella: (Whispering to herself as he walks away) "Dio mio... aiuto." [My God... help.]
created_at"2026-02-16T11:19:12.390916+00:00" 2/16/2026, 11:19:12 AM
model"qwen/qwen3.5-397b-a17b-20260216"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency379
moderation_latency(null)
generation_time112196
tokens_prompt321
tokens_completion4064
native_tokens_prompt300
native_tokens_completion3905
native_tokens_completion_images(null)
native_tokens_reasoning3456
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.014238
router(null)
provider_responses
0
id"chatcmpl-a16c2e86-44f6-9fa7-9b61-58c84a470ecd"
status200
is_byokfalse
latency379
endpoint_id"180484a2-e24b-495a-ba41-b34b680d5a9f"
provider_name"Alibaba"
model_permaslug"qwen/qwen3.5-397b-a17b-20260216"
api_type"completions"
id"gen-1771240639-IXIL4GFIUYRxACTClJke"
upstream_id"chatcmpl-a16c2e86-44f6-9fa7-9b61-58c84a470ecd"
total_cost0.014238
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Isabella"
dialogue"Non capisco. Non parlo la sua lingua."
detectedLang"it"
heavyLang"it"
scores
it0.8109243697478992
es0.7019867549668874
pt0.6983914209115282
fr0.6934604904632152
ro0.6826516220028209
ca0.6467817896389325
tl0.5974955277280859
en0.5140388768898488
yo0.42748091603053434
no0.3885869565217392
ms0.38016528925619836
sq0.3784530386740331
eu0.27884615384615385
vi0.27184466019417475
az0.23728813559322032
sk0.23728813559322032
hu0.22945205479452058
pl0.22945205479452058
cs0.21875
de0.21875
et0.21875
hr0.21875
lt0.21875
nl0.21875
sl0.21875
da0.2077464788732394
lv0.2077464788732394
sv0.2077464788732394
tr0.2077464788732394
reliabletrue
passestrue
1
name"Hunter"
dialogue"Detective Hunter. I need to know if you were near the orchard yesterday. Did you see anyone?"
detectedLang"en"
heavyLang"en"
scores
en0.8151719704275153
tl0.5979020979020979
no0.5030250648228177
da0.45856873822975514
sv0.4406614785992217
nl0.4351669941060904
fr0.4209466263846928
ro0.41086065573770486
cs0.40166493236212286
ca0.3960084033613445
et0.3928194297782471
sq0.3876464323748669
it0.37904967602591794
yo0.3653421633554084
hr0.358974358974359
pl0.31220095693779903
de0.3004866180048662
sl0.3004866180048662
pt0.28836633663366334
sk0.26187419768934533
lv0.24342105263157895
es0.23638778220451526
lt0.22506738544474394
ms0.19241573033707865
tr0.18323863636363635
be0.10852713178294573
hu0.1043613707165109
az0.0987460815047022
is0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
2
name"Isabella"
dialogue"Ho visto qualcosa... nelle mie foto. C'era qualcuno."
detectedLang"it"
heavyLang"it"
scores
it0.8168498168498168
no0.5185694635488307
ca0.5125348189415042
pt0.49567723342939485
sk0.42434210526315785
de0.42148760330578516
da0.41077441077441074
es0.3955094991364421
fr0.39130434782608703
fi0.37163375224416517
et0.33962264150943394
cs0.32038834951456313
sl0.32038834951456313
ro0.317738791423002
tl0.3137254901960784
lv0.27835051546391754
en0.20634920634920634
lt0.2009132420091324
is0.17061611374407584
nl0.15254237288135594
pl0.15254237288135594
hr0.14425427872860636
reliabletrue
passestrue
3
name"Hunter"
dialogue"Photos? You pointing at the camera? Can I see it?"
detectedLang"en"
heavyLang"en"
scores
en0.8135322322855622
tl0.7309761721752498
no0.5772946859903382
da0.5721271393643031
fr0.5580808080808082
it0.5430809399477807
ro0.5276653171390013
ca0.5257452574525745
sv0.5192307692307693
nl0.48755490483162517
sq0.45987654320987653
yo0.43548387096774194
ms0.4077834179357022
et0.3996569468267582
lt0.3955094991364421
de0.38917975567190227
lv0.38596491228070173
pl0.38380281690140844
hr0.37050359712230213
cs0.3433395872420263
es0.3383742911153119
pt0.29577464788732394
tr0.29577464788732394
az0.2857142857142857
is0.2827868852459016
hi0.18032786885245902
sk0.17061611374407584
be0.16666666666666666
hu0.1606714628297362
uk0.15254237288135594
vi0.15254237288135594
reliabletrue
passestrue
4
name"Isabella"
dialogue"Si, guardi. Qui. Tra gli alberi delle mele."
detectedLang"it"
heavyLang"it"
scores
it0.8164218958611482
fr0.6313672922252012
ca0.5676100628930818
tl0.5233968804159446
es0.4888475836431227
et0.4186046511627907
no0.4008714596949891
da0.3902439024390244
en0.3648960739030023
pt0.3648960739030023
vi0.3357487922705314
ro0.3325242718446602
sq0.314214463840399
sk0.30904522613065327
yo0.30904522613065327
cs0.30203045685279184
fi0.30203045685279184
ms0.30203045685279184
sl0.28756476683937826
de0.2819843342036553
hu0.24242424242424243
hr0.21875
nl0.21203438395415475
lt0.207492795389049
reliabletrue
passestrue
5
name"Hunter"
dialogue"That's the festival grounds. What's that shadow in the background? Can you zoom in?"
detectedLang"en"
heavyLang"en"
scores
en0.8015873015873016
tl0.6428571428571429
sv0.509297520661157
nl0.47222222222222227
fr0.4351961950059453
it0.42073170731707316
sl0.41789215686274506
ms0.4114002478314746
sq0.3933588761174968
ca0.37335092348284965
no0.3725231175693527
az0.370026525198939
cs0.3581081081081081
da0.3581081081081081
ro0.35374149659863946
de0.31358381502890176
hr0.2973372781065089
pt0.2973372781065089
yo0.291044776119403
es0.27811550151975684
pl0.23633440514469453
lt0.2096505823627288
et0.20435510887772196
sk0.19898819561551434
tr0.1394927536231884
hu0.12361623616236161
fi0.1171003717472119
lv0.1171003717472119
reliabletrue
passestrue
6
name"Isabella"
dialogue"Un uomo. Aveva una corda. Ho paura."
detectedLang"it"
heavyLang"it"
scores
it0.8130142109199702
ca0.6710526315789473
es0.6206373292867982
ro0.5590828924162257
no0.42528735632183906
lv0.4004796163069544
fr0.3765586034912718
sk0.30747922437673125
cs0.29775280898876405
yo0.29775280898876405
et0.2877492877492877
tl0.2795389048991354
sl0.2732558139534884
pt0.22839506172839508
reliabletrue
passestrue
7
name"Hunter"
dialogue"Look, I don't understand a word you're saying, but you look like you've seen a ghost. Do you need help?"
detectedLang"en"
heavyLang"en"
scores
en0.803014731072285
no0.5255775577557755
cs0.48057813911472447
da0.47102115915363385
tl0.45133587786259544
pl0.4401168451801363
sk0.42384769539078154
sv0.41742654508611954
hr0.39217758985200846
sq0.3596881959910913
ro0.3451025056947608
pt0.33983926521239954
yo0.33061699650756693
ca0.32273262661955243
et0.3154761904761905
de0.31137724550898205
nl0.30133657351154314
tr0.3004866180048662
vi0.29792429792429787
it0.29447852760736193
hu0.27944862155388467
is0.26937738246505716
sl0.267515923566879
fr0.26282051282051283
lt0.20138888888888887
az0.18785310734463279
lv0.18785310734463279
es0.18670438472418668
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
ms0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
8
name"Isabella"
dialogue"Per favore... non mi lasci sola qui."
detectedLang"it"
heavyLang"it"
scores
it0.7996438112199465
ca0.6394230769230769
fr0.6347402597402597
en0.5273109243697479
sl0.5098039215686274
es0.42455242966751916
hr0.4230769230769231
sk0.4140625
sq0.4140625
ro0.4109947643979057
nl0.4094488188976378
sv0.4094488188976378
no0.39189189189189183
lt0.3440233236151603
yo0.281150159744409
eu0.27884615384615385
hu0.2741935483870968
cs0.267100977198697
de0.26229508196721313
pl0.25742574257425743
pt0.24242424242424243
tr0.24242424242424243
da0.22413793103448276
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hold on. Hunter."
detectedLang"en"
heavyLang"de"
scores
en0.8046875
da0.6598639455782312
fr0.6441281138790036
ca0.6124031007751938
et0.6062992125984252
tl0.601593625498008
fi0.6
de0.46808510638297873
hr0.46808510638297873
hi0.45652173913043476
pl0.45652173913043476
no0.43820224719101125
cs0.42857142857142855
sk0.42857142857142855
yo0.42857142857142855
sv0.4117647058823529
it0.38650306748466257
nl0.38650306748466257
pt0.38650306748466257
ms0.3710691823899371
ro0.3710691823899371
sl0.3710691823899371
sq0.3710691823899371
tr0.3710691823899371
reliabletrue
passestrue
10
name"Isabella"
dialogue"Signore? Aspetti!"
detectedLang"it"
heavyLang"it"
scores
it0.7925311203319502
sq0.6466431095406361
en0.609375
fr0.609375
ca0.588477366255144
es0.588477366255144
pt0.588477366255144
fi0.46524064171123
ms0.4444444444444444
is0.4350282485875706
tr0.4350282485875706
ro0.4152046783625731
cs0.3939393939393939
da0.3939393939393939
de0.3939393939393939
nl0.3939393939393939
no0.3939393939393939
sk0.3939393939393939
sv0.3939393939393939
reliabletrue
passestrue
11
name"Hunter"
dialogue"I have to take this. Stay put. Don't go anywhere."
detectedLang"en"
heavyLang"en"
scores
en0.821917808219178
tl0.6144721233689205
da0.5454545454545454
hr0.5390070921985816
pl0.531700288184438
yo0.48083067092651754
no0.43868739205526774
cs0.4206773618538324
sq0.39478584729981375
sk0.385633270321361
sl0.37977099236641226
lv0.36274509803921573
lt0.3394308943089431
ca0.29805615550755943
sv0.29805615550755943
it0.26136363636363635
ro0.21686746987951808
de0.1935483870967742
be0.17721518987341772
tr0.17721518987341772
hu0.1709183673469388
az0.16237113402061853
et0.16237113402061853
is0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
12
name"Isabella"
dialogue"Dio mio... aiuto."
detectedLang"it"
heavyLang"it"
scores
it0.8102466793168881
eu0.5283018867924528
hr0.504950495049505
da0.49748743718592964
es0.46524064171123
de0.43820224719101125
reliabletrue
passestrue