Run: 2026-02-16-01KHK1CAD5JK7JH3ZA9JCABEED

Run Details

Model:
Qwen 3.5 397B A17B
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
2m 15s
Cost:
$0.015260
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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Melanie: "Entschuldigung? Ich... ich spreche kein Englisch." (Excuse me? I... I don't speak English.) Hunter: "Detective Hunter. I know. Do you understand me? Just nod." Melanie: "Ich verstehe nicht. Was wollen Sie?" (I don't understand. What do you want?) Hunter: "Right. Language barrier. Did you take photos near the orchard yesterday? During the festival?" Melanie: "Der Apfelhain? Ja... ich war dort. Mit meiner Kamera." (The apple orchard? Yes... I was there. With my camera.) Hunter: "You were there. Okay. Did you see anything unusual? Anyone missing?" Melanie: "Es war schrecklich. Ich habe etwas gesehen. Ich wollte es nicht." (It was terrible. I saw something. I didn't want to.) Hunter: "You saw something. Can you show me? On the camera?" Melanie: "Nein! Es ist gefährlich. Verstehen Sie nicht?" (No! It is dangerous. Don't you understand?) Hunter: "Ma'am, I need to see what you photographed. It's about the disappearances." Melanie: "Ich habe Angst. Jemand war da. Im Schatten." (I am afraid. Someone was there. In the shadows.) Hunter: "Shadows? You saw a person? Point yes or no." Melanie: "Ja... ich meine, ich glaube schon. Bitte helfen Sie mir." (Yes... I mean, I think so. Please help me.) Hunter: "Okay. Show me the photos. Then we can talk about safety." Melanie: "Hier. Schauen Sie. Aber schnell." (Here. Look. But quickly.) Hunter: "Hold on. Dispatch is calling. I have to take this." Melanie: "Warten Sie! Bitte gehen Sie nicht." (Wait! Please don't go.) Hunter: "Stay right here. Don't leave town. I'm coming back." Melanie: "Es ist nicht sicher. Allein." (It is not safe. Alone.) Hunter: "Detective Hunter. I'll be back."
created_at"2026-02-16T10:56:30.492619+00:00" 2/16/2026, 10:56:30 AM
model"qwen/qwen3.5-397b-a17b-20260216"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1091
moderation_latency(null)
generation_time135165
tokens_prompt319
tokens_completion4358
native_tokens_prompt299
native_tokens_completion4189
native_tokens_completion_images(null)
native_tokens_reasoning3718
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"
usage0.0152598
router(null)
provider_responses
0
id"chatcmpl-5d1de368-b79f-96d2-9444-9fc62bdff8b2"
status200
is_byokfalse
latency1091
endpoint_id"180484a2-e24b-495a-ba41-b34b680d5a9f"
provider_name"Alibaba"
model_permaslug"qwen/qwen3.5-397b-a17b-20260216"
api_type"completions"
id"gen-1771239254-kQqzSixAG6Bw649Zsmbu"
upstream_id"chatcmpl-5d1de368-b79f-96d2-9444-9fc62bdff8b2"
total_cost0.0152598
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"Melanie"
dialogue"Entschuldigung? Ich... ich spreche kein Englisch."
detectedLang"de"
heavyLang"de"
scores
de0.8030203545633617
nl0.6354799513973268
sk0.39148073022312374
ms0.38016528925619836
ro0.3710691823899371
no0.3464052287581699
en0.3435448577680525
hr0.33184855233853006
da0.3197278911564626
pl0.27710843373493976
sl0.2682926829268293
lt0.23076923076923078
sv0.1935483870967742
is0.18699186991869918
it0.18699186991869918
reliabletrue
passestrue
1
name"Hunter"
dialogue"Detective Hunter. I know. Do you understand me? Just nod."
detectedLang"en"
heavyLang"en"
scores
en0.7936158503026968
no0.6482176360225141
da0.6177370030581039
sv0.6105919003115265
sq0.5950323974082073
tl0.58006718924972
pt0.5598591549295775
ro0.5588235294117647
cs0.5572609208972845
ca0.5476477683956574
it0.5347394540942928
nl0.520460358056266
de0.49324324324324326
fr0.48700410396716826
pl0.4806094182825485
sl0.4710860366713681
hr0.46504992867332384
sk0.438622754491018
es0.42748091603053434
et0.4094488188976378
vi0.3169398907103825
yo0.3055555555555556
ms0.27606177606177607
is0.267578125
tr0.25595238095238093
fi0.16666666666666666
be0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
lt0.14383561643835618
lv0.14383561643835618
uk0.14383561643835618
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich verstehe nicht. Was wollen Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8466257668711656
nl0.6617050067658998
en0.5318352059925093
pl0.47589098532494756
hu0.39903846153846156
sv0.39759036144578314
no0.3902439024390244
sq0.34210526315789475
sk0.3315508021390375
cs0.2857142857142857
yo0.258160237388724
da0.25595238095238093
fi0.24242424242424243
lt0.23547400611620795
it0.22360248447204967
is0.21135646687697163
es0.20127795527156547
fr0.20127795527156547
pt0.20127795527156547
az0.19093851132686085
ca0.19093851132686085
ro0.19093851132686085
reliabletrue
passestrue
3
name"Hunter"
dialogue"Right. Language barrier. Did you take photos near the orchard yesterday? During the festival?"
detectedLang"en"
heavyLang"en"
scores
en0.7928891957197101
tl0.6368038740920097
fr0.5774647887323944
nl0.5584988962472406
no0.5478522984174831
da0.5153473344103393
de0.4708994708994709
ms0.42084942084942084
sv0.39086294416243655
ca0.38208032955715754
lt0.38080495356037153
pt0.3795243019648397
es0.3677555321390938
yo0.3442622950819672
ro0.33701657458563533
it0.3095512082853855
cs0.3063583815028902
sl0.3063583815028902
sq0.25742574257425743
hr0.250936329588015
et0.25
eu0.22879177377892032
lv0.18256130790190736
az0.16434540389972147
sk0.16434540389972147
is0.12280701754385964
hi0.1137370753323486
hu0.10044977511244377
fi0.09502262443438914
pl0.09502262443438914
reliabletrue
passestrue
4
name"Melanie"
dialogue"Der Apfelhain? Ja... ich war dort. Mit meiner Kamera."
detectedLang"de"
heavyLang"de"
scores
de0.791933418693982
da0.5977722772277227
no0.5330459770114943
sv0.477491961414791
sk0.46013289036544847
en0.45286195286195285
nl0.4444444444444444
tl0.40476190476190477
ca0.39365671641791045
pl0.375
fr0.34077079107505076
et0.32150313152400833
fi0.3200836820083682
sl0.3143459915611814
ms0.30257510729613735
tr0.3010752688172043
lv0.26136363636363635
pt0.24418604651162787
es0.23349056603773585
hu0.21307506053268765
is0.1935483870967742
cs0.19154228855721395
hr0.19154228855721395
sq0.1875
yo0.1875
it0.181360201511335
ro0.181360201511335
reliabletrue
passestrue
5
name"Hunter"
dialogue"You were there. Okay. Did you see anything unusual? Anyone missing?"
detectedLang"en"
heavyLang"en"
scores
en0.8087039693926351
tl0.5545657015590201
et0.4594594594594595
ms0.39849624060150374
de0.38461538461538464
sq0.3079584775086505
nl0.3055555555555556
is0.2753623188405797
pt0.26199261992619927
da0.25788497217068646
sv0.1935483870967742
no0.17184265010351968
cs0.16317991631799164
fi0.16317991631799164
es0.16142557651991615
ca0.15254237288135594
fr0.15254237288135594
az0.13978494623655913
it0.13978494623655913
reliabletrue
passestrue
6
name"Melanie"
dialogue"Es war schrecklich. Ich habe etwas gesehen. Ich wollte es nicht."
detectedLang"de"
heavyLang"de"
scores
de0.8527788001472212
nl0.41262848751835535
ca0.2687385740402194
es0.2687385740402194
sk0.2366412213740458
en0.23076923076923078
lv0.23076923076923078
eu0.22330097087378642
pl0.22330097087378642
hu0.20318725099601595
cs0.2
lt0.18533604887983707
fi0.18032786885245902
reliabletrue
passestrue
7
name"Hunter"
dialogue"You saw something. Can you show me? On the camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8109640831758034
tl0.6402877697841727
ms0.5786516853932584
fr0.5412844036697247
nl0.5169082125603864
es0.48186528497409326
ca0.4809688581314879
et0.453551912568306
pt0.44751381215469616
it0.44237918215613387
sq0.4296577946768061
fi0.42857142857142855
no0.38271604938271603
yo0.3775933609958506
sv0.34782608695652173
ro0.34497816593886466
cs0.33774834437086093
hr0.22680412371134018
sl0.22680412371134018
hi0.21875
pl0.21875
da0.20634920634920634
az0.20424403183023873
tr0.20424403183023873
sk0.2
de0.1935483870967742
reliabletrue
passestrue
8
name"Melanie"
dialogue"Nein! Es ist gefährlich. Verstehen Sie nicht?"
detectedLang"de"
heavyLang"de"
scores
de0.8493277700509968
nl0.41651705565529623
es0.3925233644859813
ca0.3879472693032015
hu0.3486973947895792
lt0.34077079107505076
lv0.2696629213483146
eu0.26136363636363635
pl0.2562929061784897
hi0.2459396751740139
cs0.23529411764705882
tr0.2243436754176611
fi0.21307506053268765
it0.181360201511335
is0.1709183673469388
en0.16237113402061853
fr0.16237113402061853
no0.16237113402061853
pt0.16237113402061853
az0.15364583333333331
ro0.15364583333333331
sq0.15364583333333331
sv0.15364583333333331
reliabletrue
passestrue
9
name"Hunter"
dialogue"Ma'am, I need to see what you photographed. It's about the disappearances."
detectedLang"en"
heavyLang"en"
scores
en0.8024087316522394
fr0.5689655172413793
tl0.48579823702252695
et0.41471571906354515
no0.3993135011441648
yo0.38668224299065423
da0.3794326241134752
cs0.37425506555423127
ca0.35503685503685506
pl0.3320610687022901
lv0.33035714285714285
hr0.3269230769230769
sv0.29149797570850206
sq0.28765264586160105
sk0.279835390946502
it0.2778541953232462
nl0.2647058823529412
ms0.2510699001426534
lt0.24132947976878616
pt0.23469387755102045
sl0.1873065015479876
ro0.14634146341463414
es0.1449511400651466
hi0.12790697674418602
be0.11764705882352942
tr0.11764705882352942
hu0.11317567567567569
az0.10714285714285714
is0.10714285714285714
uk0.10714285714285714
vi0.10714285714285714
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ich habe Angst. Jemand war da. Im Schatten."
detectedLang"de"
heavyLang"de"
scores
de0.8178506375227687
nl0.6629213483146068
da0.601593625498008
no0.546142208774584
en0.48805460750853247
pl0.4791666666666667
sk0.4296577946768061
hr0.4230769230769231
sv0.39271255060728744
it0.3902439024390244
tr0.36575052854122625
yo0.35205183585313177
ro0.3212669683257918
pt0.29577464788732394
eu0.29245283018867924
sl0.2907801418439716
az0.26108374384236455
fi0.26108374384236455
ms0.22680412371134018
fr0.2
es0.17355371900826447
tl0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
11
name"Hunter"
dialogue"Shadows? You saw a person? Point yes or no."
detectedLang"en"
heavyLang"en"
scores
en0.7948016415868673
tl0.6818663838812301
fr0.6168582375478927
pt0.5810055865921787
da0.5542347696879644
ca0.546142208774584
es0.54337899543379
pl0.5245641838351823
no0.52
tr0.5081967213114754
it0.49409780775716694
de0.49238578680203043
sk0.4827586206896552
lv0.4791666666666667
hr0.4755244755244755
cs0.4727592267135325
ms0.455535390199637
sv0.43396226415094336
ro0.4263862332695985
sq0.4230769230769231
hu0.42196531791907516
is0.4106090373280943
lt0.33920704845814975
nl0.3258426966292135
az0.3006993006993007
et0.2890995260663507
yo0.2840095465393795
sl0.23076923076923078
eu0.1891891891891892
vi0.1891891891891892
fi0.17355371900826447
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ja... ich meine, ich glaube schon. Bitte helfen Sie mir."
detectedLang"de"
heavyLang"de"
scores
de0.8315688161693936
nl0.527027027027027
et0.5063469675599436
no0.476831091180867
pl0.4672754946727549
sk0.453978159126365
da0.3069306930693069
fi0.30417495029821073
lv0.24731182795698922
ca0.2374727668845316
en0.2324561403508772
hr0.2222222222222222
fr0.2081447963800905
cs0.20273348519362186
tl0.19168591224018475
sl0.18604651162790697
is0.1822429906542056
it0.1764705882352941
sq0.1764705882352941
sv0.1764705882352941
yo0.1764705882352941
reliabletrue
passestrue
13
name"Hunter"
dialogue"Okay. Show me the photos. Then we can talk about safety."
detectedLang"en"
heavyLang"en"
scores
en0.819214876033058
tl0.5823389021479713
nl0.5603015075376884
fr0.500713266761769
pt0.4117647058823529
sq0.39236111111111116
no0.34701492537313433
es0.34210526315789475
ms0.31640625
ca0.29718875502008035
yo0.23413566739606126
pl0.2273730684326711
et0.21348314606741572
sl0.2009132420091324
it0.18604651162790697
lt0.18604651162790697
da0.1822429906542056
sv0.1822429906542056
az0.18032786885245902
hi0.18032786885245902
tr0.18032786885245902
fi0.1764705882352941
de0.16864608076009502
lv0.16864608076009502
reliabletrue
passestrue
14
name"Melanie"
dialogue"Hier. Schauen Sie. Aber schnell."
detectedLang"de"
heavyLang"de"
scores
de0.8491379310344828
nl0.5742092457420924
pl0.3902439024390244
fr0.3346007604562738
no0.308300395256917
sv0.308300395256917
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hold on. Dispatch is calling. I have to take this."
detectedLang"en"
heavyLang"en"
scores
en0.8215266337177374
tl0.6582544689800209
da0.6535181236673774
yo0.5631720430107527
cs0.5390070921985816
no0.5283018867924528
sk0.5170876671619613
pl0.5149253731343284
hr0.5134730538922155
sv0.5022970903522206
ca0.5015337423312883
de0.4833068362480127
fr0.47833065810593905
it0.46808510638297873
nl0.459234608985025
hu0.40476190476190477
et0.4003690036900369
sq0.38446969696969696
sl0.37977099236641226
es0.36893203883495146
ro0.36399217221135033
lv0.36274509803921573
lt0.3394308943089431
is0.3229166666666667
fi0.3157894736842105
pt0.23529411764705882
ms0.23349056603773585
hi0.20537897310513448
be0.17721518987341772
tr0.17721518987341772
az0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
16
name"Melanie"
dialogue"Warten Sie! Bitte gehen Sie nicht."
detectedLang"de"
heavyLang"de"
scores
de0.845467032967033
nl0.6538461538461537
pl0.4886363636363637
eu0.4693396226415094
fi0.43324937027707805
no0.43037974683544306
da0.4260204081632653
et0.3343195266272189
cs0.30769230769230765
sv0.2834394904458599
ms0.25742574257425743
it0.25
ca0.23728813559322032
es0.23728813559322032
tr0.23728813559322032
reliabletrue
passestrue
17
name"Hunter"
dialogue"Stay right here. Don't leave town. I'm coming back."
detectedLang"en"
heavyLang"en"
scores
en0.8206401766004415
tl0.5625841184387618
fr0.4247787610619469
da0.3257261410788381
de0.3128964059196617
no0.3128964059196617
es0.23708920187793428
sq0.23529411764705882
ro0.2316784869976359
ca0.2243436754176611
it0.2243436754176611
nl0.2243436754176611
pt0.2243436754176611
yo0.18546365914786966
reliabletrue
passestrue
18
name"Melanie"
dialogue"Es ist nicht sicher. Allein."
detectedLang"de"
heavyLang"de"
scores
de0.8491704374057315
nl0.68
fr0.5708154506437768
da0.4594594594594595
it0.44598337950138506
en0.4318181818181818
ca0.42363112391930835
es0.42363112391930835
tl0.4152046783625731
lv0.375
hi0.3464052287581699
hu0.33774834437086093
cs0.3333333333333333
tr0.3197278911564626
lt0.3127147766323024
no0.3079584775086505
sv0.3055555555555556
et0.29577464788732394
fi0.25925925925925924
reliabletrue
passestrue
19
name"Hunter"
dialogue"Detective Hunter. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7907949790794979
tl0.6638655462184874
ro0.6086105675146771
fr0.5698924731182796
ca0.5444191343963554
it0.5412844036697247
pt0.5381062355658198
es0.4708994708994709
de0.46236559139784944
da0.453551912568306
no0.441340782122905
sq0.4318181818181818
nl0.42028985507246375
sv0.4065281899109792
sl0.38650306748466257
hu0.36908517350157727
lt0.358974358974359
yo0.3548387096774194
cs0.2647058823529412
hr0.250936329588015
ms0.2277992277992278
tr0.2277992277992278
reliabletrue
passestrue