Run: 2026-04-27-01KQ79KQSW9S25DDRM0BZWTN3Q

Run Details

Model:
Qwen 3.6 Flash
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
24.1s
Cost:
$0.005821
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
Hunter: "Excuse me, ma’am. Detective Hunter. We’ve had three missing persons reports in the last week, all last seen near the apple orchards. Did you see anything unusual?" Melanie: "Ich verstehe Sie nicht. Aber... der Wald. Die Nacht war kalt. Ich war am Ufer. Es war nicht nur der Wind. Jemand hat mich beobachtet. Ich habe Angst." Hunter: "I hear you say you're scared, but I don't speak German. Let's try this again. A person? Or a vehicle? Just point if you can." Melanie: "Ich spreche kein Englisch. Aber ich zeige es Ihnen. Bitte. Gehen Sie nicht dorthin allein. Die Schatten sind... falsch. Ich habe es festgehalten." Hunter: "Photos? Right. Let me see. I see the water line, the old grove marker... wait, you got something right off-camera here. Looks like a boot print in the mud. Ma’am, I need to know what time this was taken." Melanie: "Spät. Fast Mitternacht. Das ist nicht das Problem. Der Stein. Er war versetzt. Niemand der Gegend würde ihn so legen. Es ist kein Zufall. Der Apfelmarkt maskiert alles." Hunter: "Alone? I work alone most days out here. But I get your drift. You're saying someone moved that marker and they're using the festival crowds as cover. You've got a sharp eye. I appreciate you sharing this." Melanie: "Ich muss zurück ins Hotel. Wenn Sie gehen... achten Sie auf den Hügel. Nicht den Weg. Die Bäume flüstern. Bitte." Hunter: "Alright, sharp eyes. I'm gonna have to take this. Keep your camera close. If you see anything else, just wave if you can find a way. Stay safe, alright?" Melanie: "Gehen Sie nicht dorthin. Ich meine es ernst." Hunter: "I hear you. I'll be careful. Thanks for your patience."
created_at"2026-04-27T11:01:23.909Z" 4/27/2026, 11:01:23 AM
model"qwen/qwen3.6-flash"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency717
moderation_latency(null)
generation_time23884
tokens_prompt319
tokens_completion4088
native_tokens_prompt299
native_tokens_completion3831
native_tokens_completion_images(null)
native_tokens_reasoning3392
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.00582125
router(null)
provider_responses
0
endpoint_id"2435bec9-c808-4f27-9fc8-12f3460d7b66"
id"chatcmpl-432c6b0e-8894-9fd1-95c9-62af8a18dd21"
is_byokfalse
latency717
model_permaslug"qwen/qwen3.6-flash"
provider_name"Alibaba"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777287683-BzM1Hs9J4349Bxno9ykB"
session_id(null)
api_type"completions"
id"gen-1777287683-vbM35yYZkfWrtG7i5RdW"
upstream_id"chatcmpl-432c6b0e-8894-9fd1-95c9-62af8a18dd21"
total_cost0.00582125
cache_discount(null)
upstream_inference_cost0
provider_name"Alibaba"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, ma’am. Detective Hunter. We’ve had three missing persons reports in the last week, all last seen near the apple orchards. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7838464782792071
tl0.5992963252541048
fr0.5391187050359713
nl0.5223671947809878
sv0.463069669984285
de0.450107296137339
it0.4292873051224944
es0.3984741784037559
no0.3924125666864256
et0.3913301662707838
ms0.3876941457586619
sq0.37953995157384984
ro0.37270501835985315
pt0.3700061462814997
da0.34294871794871795
ca0.32074221338634856
sl0.2641780330222541
cs0.21516079632465546
lv0.18065547561950437
is0.17338709677419356
az0.16869424168694241
yo0.15983606557377047
fi0.1298811544991511
pl0.12243150684931507
hr0.10947002606429192
tr0.10947002606429192
lt0.06563354603463992
hu0.057904411764705885
sk0.0544280442804428
reliabletrue
passestrue
1
name"Melanie"
dialogue"Ich verstehe Sie nicht. Aber... der Wald. Die Nacht war kalt. Ich war am Ufer. Es war nicht nur der Wind. Jemand hat mich beobachtet. Ich habe Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8222748815165876
nl0.5937161430119177
en0.38016528925619836
no0.3356953055801594
da0.3093922651933701
ro0.26108374384236455
hu0.258893280632411
pl0.2323439099283521
es0.21875
ca0.21548117154811713
sk0.21135646687697163
ms0.20042643923240938
sq0.19268030139935413
cs0.19093851132686085
yo0.19006479481641467
lt0.1830065359477124
fr0.15540540540540537
lv0.13793103448275862
hi0.1039426523297491
tr0.09420289855072464
it0.08759124087591241
is0.08200734394124846
pt0.07749077490774908
az0.07292954264524104
sv0.07292954264524104
reliabletrue
passestrue
2
name"Hunter"
dialogue"I hear you say you're scared, but I don't speak German. Let's try this again. A person? Or a vehicle? Just point if you can."
detectedLang"en"
heavyLang"en"
scores
en0.8086582157378618
tl0.5937023869984764
ca0.4968553459119497
fr0.4516792323509253
sv0.4444444444444444
ro0.4405594405594406
nl0.39531368102796677
da0.3902439024390244
it0.38461538461538464
sq0.3464052287581699
pl0.32318104906937395
cs0.3185689948892675
no0.31798806479113384
tr0.31093884582256676
az0.2976294995610184
hr0.27927927927927926
es0.26605504587155965
de0.2647058823529412
et0.2640294388224471
hu0.26335174953959484
pt0.25788497217068646
is0.2537313432835821
sk0.24599434495758718
ms0.21645445641527913
lt0.21337266470009833
lv0.20634920634920634
yo0.2047713717693837
vi0.14255091103965703
sl0.10112359550561797
be0.08045977011494253
eu0.08045977011494253
fi0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich spreche kein Englisch. Aber ich zeige es Ihnen. Bitte. Gehen Sie nicht dorthin allein. Die Schatten sind... falsch. Ich habe es festgehalten."
detectedLang"de"
heavyLang"de"
scores
de0.8222397787872803
nl0.60801393728223
da0.45188794153471373
no0.42418426103646834
en0.3539124192390524
it0.3387215282880235
sv0.30928626247122026
et0.2834394904458599
ro0.256198347107438
ca0.24559932942162618
pl0.24369747899159663
es0.23728813559322032
fi0.22680412371134018
sk0.21875
lt0.21328671328671328
fr0.20283436669619131
hr0.19571045576407506
lv0.16897506925207756
sl0.16123019571295433
sq0.15651358950328023
cs0.1533396048918156
pt0.13793103448275862
ms0.1270611057225994
tl0.12536443148688048
eu0.11330049261083745
hu0.10179640718562875
yo0.08906882591093118
tr0.07407407407407407
is0.07120743034055728
az0.06152241918665276
reliabletrue
passestrue
4
name"Hunter"
dialogue"Photos? Right. Let me see. I see the water line, the old grove marker... wait, you got something right off-camera here. Looks like a boot print in the mud. Ma’am, I need to know what time this was taken."
detectedLang"en"
heavyLang"en"
scores
en0.8018549747048904
tl0.5756590827013363
no0.5233265720081136
nl0.5056794278502313
sv0.4470588235294118
da0.44679849340866296
de0.41571357533565384
it0.3968172484599589
sl0.3933918430562726
fr0.3930785123966943
cs0.3921365752715986
yo0.37299893276414087
pt0.36486486486486486
sq0.358974358974359
hr0.3579234972677595
ro0.3413677130044843
ca0.3365330321852061
et0.33390022675736963
es0.3239355581127733
sk0.3152680652680653
pl0.30390995260663506
ms0.3022565320665083
lt0.28527980535279807
lv0.24679487179487183
hu0.2315238718116416
az0.2239101717305152
is0.15467625899280577
tr0.15162454873646208
fi0.15039768618944324
eu0.10442073170731707
vi0.10168195718654435
hi0.06150159744408946
be0.05622489959839357
uk0.050888529886914384
reliabletrue
passestrue
5
name"Melanie"
dialogue"Spät. Fast Mitternacht. Das ist nicht das Problem. Der Stein. Er war versetzt. Niemand der Gegend würde ihn so legen. Es ist kein Zufall. Der Apfelmarkt maskiert alles."
detectedLang"de"
heavyLang"de"
scores
de0.808206958073149
nl0.6358401084010841
no0.5859013867488444
da0.5027752081406105
en0.4365828092243187
sv0.4339125855713533
fr0.2823765020026702
is0.2756064690026954
it0.2621825669183253
et0.25964187327823696
ca0.2586206896551724
es0.25450762829403606
fi0.2503486750348675
sl0.24982554082344735
lv0.2440225035161744
sk0.23487544483985764
hu0.22606191504679624
lt0.2255043227665706
tl0.22270426608821406
pt0.21875
ro0.2147552958363769
pl0.19596110695587135
cs0.18929110105580693
hr0.1724403387220939
yo0.16602017067494182
az0.16212003117692905
tr0.12743506493506493
sq0.10491257285595336
hi0.08975444538526672
vi0.08432708688245316
eu0.08198121263877028
reliabletrue
passestrue
6
name"Hunter"
dialogue"Alone? I work alone most days out here. But I get your drift. You're saying someone moved that marker and they're using the festival crowds as cover. You've got a sharp eye. I appreciate you sharing this."
detectedLang"en"
heavyLang"en"
scores
en0.8076035093119901
tl0.6137206427688504
no0.4765494137353434
da0.4696648281714043
nl0.40617577197149646
it0.38785504407443677
ms0.38149430974764964
pt0.38026772434308376
sq0.37154348919054797
sv0.3458922030350602
cs0.33897408778424115
fr0.3379237288135593
yo0.33190807055050775
hr0.32249322493224936
es0.305941143808995
de0.2945823927765237
hu0.27829099307159355
ca0.2774566473988439
is0.2711370262390671
sk0.2668621700879765
sl0.2586002372479241
pl0.2577197149643705
ro0.2577197149643705
tr0.23640806353084912
et0.2350061199510404
az0.19871794871794873
lt0.178172255095332
fi0.1355463347164592
lv0.1355463347164592
eu0.09877433309300648
vi0.09616775126536516
be0.05303030303030303
uk0.04798172124904798
reliabletrue
passestrue
7
name"Melanie"
dialogue"Ich muss zurück ins Hotel. Wenn Sie gehen... achten Sie auf den Hügel. Nicht den Weg. Die Bäume flüstern. Bitte."
detectedLang"de"
heavyLang"de"
scores
de0.8210176425466632
nl0.6124031007751938
da0.33649289099526064
sv0.30624380574826565
no0.28716904276985744
et0.2835209825997953
cs0.2654774396642183
eu0.2545260915867945
pl0.24487594390507011
en0.24078091106290672
tl0.2273730684326711
sk0.21082299887260428
fi0.17355371900826447
it0.17159763313609466
sl0.16367980884109917
es0.15560916767189384
ms0.15560916767189384
pt0.15560916767189384
yo0.1116751269035533
sq0.0990990990990991
tr0.0990990990990991
hr0.08256880733944955
ca0.077733860342556
ro0.077733860342556
reliabletrue
passestrue
8
name"Hunter"
dialogue"Alright, sharp eyes. I'm gonna have to take this. Keep your camera close. If you see anything else, just wave if you can find a way. Stay safe, alright?"
detectedLang"en"
heavyLang"en"
scores
en0.7976949485041687
tl0.548440065681445
da0.37594553706505296
et0.35546874999999994
ca0.32210353327855384
it0.3136439267886855
ms0.30846605196982396
sv0.2960750853242321
cs0.29245283018867924
yo0.2857142857142857
de0.26991150442477874
ro0.2647058823529412
sl0.25942549371633755
fr0.2445054945054945
lt0.2410303587856486
sk0.2410303587856486
no0.23469387755102045
sq0.23184357541899442
pl0.22535211267605632
es0.21875
hr0.21652421652421652
lv0.1887905604719764
fi0.17746759720837485
hu0.15902140672782875
tr0.15730337078651685
zh0.15730337078651685
az0.15123456790123457
nl0.15036045314109164
pt0.14507772020725387
is0.08333333333333334
eu0.0782122905027933
vi0.0782122905027933
reliabletrue
passestrue
9
name"Melanie"
dialogue"Gehen Sie nicht dorthin. Ich meine es ernst."
detectedLang"de"
heavyLang"de"
scores
de0.8245140388768899
nl0.5768229166666667
pl0.411231884057971
no0.34343434343434337
ca0.3114406779661017
es0.3114406779661017
en0.2777777777777778
sk0.27616926503340755
lv0.2696629213483146
eu0.26136363636363635
hu0.2388758782201405
cs0.23529411764705882
da0.23529411764705882
sq0.23529411764705882
et0.22062350119904073
fr0.22062350119904073
lt0.21875
fi0.21307506053268765
is0.1935483870967742
reliabletrue
passestrue
10
name"Hunter"
dialogue"I hear you. I'll be careful. Thanks for your patience."
detectedLang"en"
heavyLang"en"
scores
en0.8057713651498334
tl0.6482412060301508
no0.5138888888888888
da0.5125348189415042
fr0.5014245014245015
ro0.44267515923566875
lt0.44178628389154706
cs0.43273905996758516
yo0.4299674267100977
nl0.41569282136894825
lv0.3848857644991213
ca0.38162544169611307
sv0.37275985663082434
vi0.37275985663082434
sq0.36479128856624315
hu0.3445692883895131
es0.30417495029821073
pt0.30417495029821073
hr0.2842535787321063
tr0.2813141683778234
pl0.2647058823529412
it0.24731182795698922
ms0.1822429906542056
sl0.1764705882352941
sk0.17061611374407584
be0.16666666666666666
de0.16666666666666666
az0.15254237288135594
et0.15254237288135594
is0.15254237288135594
uk0.15254237288135594
reliabletrue
passestrue