Run: 2026-10-20-01M5C6C5TN1VH2BX75K7CSAW5G

Run Details

Model:
DeepSeek V4.1 Flash 1017 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
33.9s
Cost:
$0.003927
Provider:
Parasail

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
**Voice Sheet — Café Interview** Melanie: [alone at a table, turning her camera over in her hands; shaken, in German] "Ich... ich weiß nicht, ob ich darüber sprechen kann. Auf dem Bild ist etwas, das dort nicht sein sollte." Hunter: [approaching, badge clipped to his belt] "Ma'am. Detective Hunter. I'm asking about the man who disappeared near the orchard last night. Did you see anything?" Melanie: [looks up, startled] "Ich verstehe Sie nicht. Bitte... ich habe nur fotografiert. Aber dann war da dieses Geräusch." Hunter: [frowns, confused] "I'm sorry— I don't speak German. Not a word. Do you speak English?" Melanie: "Englisch? Nein. Nein, tut mir leid." [points at the camera, then toward the window; her hands tremble] "Das Foto. Sehen Sie? Der Mann war da, und dann... weg. Einfach weg." Hunter: "Okay. Slow down." [points to the camera] "Camera. Photo. You took a picture?" Melanie: [nods quickly] "Ja. Ein Foto. Von dem Apfelgarten. Und dann—" [presses a hand to her mouth] "—dann war er nicht mehr da." Hunter: [leans in, studying her face and gestures] "Someone was there. Then gone." [gestures with his hand] "Gone?" Melanie: "Ja. Weg." [turns the camera screen toward him] "Sehen Sie. Bitte." Hunter: [squints at the screen] "I can't read this. But that look on your face... you saw something bad." Melanie: [voice dropping to a whisper] "Es war so still. Zu still. Und dann hat es geklickt. Nicht meine Kamera. Etwas anderes." Hunter: "Clicked? Like a shutter?" [mimics a camera click] Melanie: "Nein. Nicht wie eine Kamera." [whispers] "Wie ein Schloss, das zuschnappt." Hunter: [phone buzzes; he checks it] "Hold that thought." [answers] "Hunter." [pause] "Yeah. I'm on my way." [to Melanie] "Stay here. Don't leave town. We'll find someone who can translate." Melanie: [clutching the camera] "Bitte... kommen Sie zurück. Ich habe Angst." Hunter: [already turning away] "I don't understand you. But stay put. Please." Melanie: [alone again, staring at the camera] "Bitte."
created_at"2026-10-20T08:20:48.092Z" 10/20/2026, 8:20:48 AM
model"deepseek/deepseek-v4.1-flash-20261017"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency255
moderation_latency(null)
generation_time33848
tokens_prompt306
tokens_completion3233
native_tokens_prompt293
native_tokens_completion3262
native_tokens_completion_images(null)
native_tokens_reasoning2695
native_tokens_cached256
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"
service_tier(null)
usage0.003927036
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1792484448-Y2uCpgomyKEB0aTeAaqi"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1792484448-Z9oy7GJu1LfdTMtndSDD"
upstream_id"chatcmpl-00f49e86e0440c28fb1c735f55328883"
provider_responses
0
endpoint_id"bddfc3ba-e63a-443d-9adb-d4cef7ec7ac0"
id"chatcmpl-00f49e86e0440c28fb1c735f55328883"
is_byokfalse
latency255
model_permaslug"deepseek/deepseek-v4.1-flash-20261017"
provider_name"Parasail"
status200
total_cost0.003927036
cache_discount0.000075264
upstream_inference_cost0
provider_name"Parasail"
response_cache_source_id(null)
data_region"global"
workspace_id"97e315e5-d303-487d-83c1-83180e8a13d4"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"Ich... ich weiß nicht, ob ich darüber sprechen kann. Auf dem Bild ist etwas, das dort nicht sein sollte."
detectedLang"de"
heavyLang"de"
scores
de0.8490186210367389
sv0.3435448577680525
da0.3047508690614137
sl0.30394431554524365
no0.2966002344665885
nl0.27007299270072993
sk0.24337957124842372
pt0.21671018276762402
is0.19678714859437751
it0.19678714859437751
pl0.16083916083916083
fr0.15730337078651685
hi0.1501416430594901
cs0.14285714285714285
es0.14285714285714285
tr0.13544668587896252
lt0.13043478260869565
sq0.11504424778761062
hr0.1137370753323486
en0.1031390134529148
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am. Detective Hunter. I'm asking about the man who disappeared near the orchard last night. Did you see anything?"
detectedLang"en"
heavyLang"en"
scores
en0.7977557411273486
tl0.5998967475477542
nl0.47026657552973344
fr0.4522968197879859
no0.4288872512896094
de0.4001547987616099
da0.3657937806873977
sv0.34764309764309764
sq0.2986425339366516
it0.2941712204007286
ms0.2876838235294118
ro0.28637200736648255
pt0.28174235403151066
et0.24168297455968688
ca0.2357001972386588
yo0.1893305439330544
es0.18677859391395593
cs0.16216216216216217
eu0.1520787746170678
sl0.13984461709211987
lv0.12231030577576443
lt0.10817031070195628
is0.0839243498817967
hr0.07957244655581948
tr0.07074340527577938
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich verstehe Sie nicht. Bitte... ich habe nur fotografiert. Aber dann war da dieses Geräusch."
detectedLang"de"
heavyLang"de"
scores
de0.8305084745762712
no0.4280266920877026
nl0.42196531791907516
pl0.40711462450592883
pt0.40535183349851334
it0.38837920489296635
ca0.3877551020408163
es0.36575052854122625
tr0.3644067796610169
et0.33993399339933994
az0.3340732519422864
da0.3204983012457531
sl0.3023255813953488
hr0.2982456140350877
sk0.297423887587822
ro0.29245283018867924
en0.28741092636579574
cs0.2805755395683453
lv0.2546583850931677
lt0.25280199252801994
sq0.24433249370277077
is0.2277992277992278
sv0.2277992277992278
ms0.20948616600790515
tl0.19571045576407506
eu0.1712707182320442
fr0.16897506925207756
yo0.1111111111111111
hu0.10714285714285714
vi0.09502262443438914
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry— I don't speak German. Not a word. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8069936421435059
tl0.606845513413506
ro0.5208568207440812
cs0.5131729667812142
hr0.51036866359447
it0.49941107184923444
pt0.48233861144945184
sq0.480440097799511
pl0.46808510638297873
ca0.4572158365261813
sv0.44661458333333337
sk0.44005270092226617
no0.41135734072022156
tr0.4097222222222222
yo0.40056417489421725
da0.3997175141242938
vi0.36472346786248133
hu0.3441358024691358
de0.3348982785602504
sl0.33070866141732286
ms0.32539682539682535
az0.32324840764331214
es0.32216905901116427
nl0.2582897033158813
lt0.25438596491228066
is0.24511545293072823
lv0.23835125448028674
et0.22867513611615245
fr0.21586715867158673
be0.1414141414141414
eu0.1414141414141414
fi0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
4
name"Melanie"
dialogue"Das Foto. Sehen Sie? Der Mann war da, und dann... weg. Einfach weg."
detectedLang"de"
heavyLang"de"
scores
de0.848287819679237
no0.5251017639077341
pt0.500713266761769
da0.47761194029850745
nl0.453978159126365
eu0.4057724957555179
pl0.40476190476190477
sl0.36363636363636365
is0.3613138686131387
hr0.33586337760910817
it0.328214971209213
ro0.27083333333333337
es0.2584745762711864
en0.25531914893617025
az0.2324561403508772
tr0.22394678492239467
fi0.2009132420091324
sk0.1764705882352941
yo0.1764705882352941
lv0.15254237288135594
tl0.15254237288135594
vi0.15254237288135594
ca0.14425427872860636
cs0.14425427872860636
et0.14425427872860636
reliabletrue
passestrue
5
name"Hunter"
dialogue"Camera. Photo. You took a picture?"
detectedLang"en"
heavyLang"en"
scores
en0.7879359095193214
fr0.6875
tl0.6700879765395895
ro0.625
it0.6212121212121212
cs0.5697896749521989
ca0.5140388768898488
es0.506578947368421
de0.4827586206896552
hr0.46808510638297873
yo0.4578313253012048
sl0.43037974683544306
hu0.4094488188976378
nl0.3935309973045822
sv0.39189189189189183
sq0.3885869565217392
pt0.3835616438356164
ms0.375
sk0.36619718309859156
pl0.3181818181818182
lt0.267100977198697
hi0.2549668874172185
tr0.2549668874172185
is0.25
da0.24242424242424243
az0.23728813559322032
eu0.23728813559322032
lv0.23728813559322032
no0.23728813559322032
vi0.23728813559322032
et0.21875
fi0.21875
reliabletrue
passestrue
6
name"Melanie"
dialogue"—dann war er nicht mehr da."
detectedLang"de"
heavyLang"de"
scores
de0.8559670781893004
nl0.6212121212121212
da0.5986238532110092
no0.5920745920745921
is0.4883040935672514
pt0.4186046511627907
eu0.41471571906354515
sl0.41275167785234906
en0.4067796610169492
hr0.40273037542662116
it0.38162544169611307
az0.37722419928825623
tr0.36594202898550726
cs0.36363636363636365
yo0.3
ro0.2768595041322314
es0.2647058823529412
pl0.2647058823529412
tl0.2647058823529412
vi0.2647058823529412
reliabletrue
passestrue
7
name"Hunter"
dialogue"Gone?"
detectedLang"en"
heavyLang"en"
scores
en0.8076923076923077
reliablefalse
passestrue
8
name"Melanie"
dialogue"Sehen Sie. Bitte."
detectedLang"de"
heavyLang"de"
scores
de0.8419721871049305
eu0.4791666666666667
et0.4747899159663866
pl0.47257383966244726
fi0.4131455399061033
nl0.40191387559808617
da0.375
it0.375
no0.375
reliabletrue
passestrue
9
name"Hunter"
dialogue"I can't read this. But that look on your face... you saw something bad."
detectedLang"en"
heavyLang"en"
scores
en0.8296593186372746
tl0.6178057553956835
fr0.4097222222222222
cs0.37774524158125916
ms0.37591776798825255
ca0.3580060422960725
hr0.34815950920245403
et0.33800623052959505
pl0.33070866141732286
ro0.32216905901116427
yo0.27597955706984667
pt0.2672413793103448
fi0.2608695652173913
sk0.256993006993007
no0.25438596491228066
da0.24645390070921988
sv0.24511545293072823
sq0.23971377459749554
it0.21296296296296297
de0.1904761904761905
hi0.1650294695481336
es0.1550695825049702
be0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
is0.1290983606557377
lt0.1290983606557377
lv0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
10
name"Melanie"
dialogue"Es war so still. Zu still. Und dann hat es geklickt. Nicht meine Kamera. Etwas anderes."
detectedLang"de"
heavyLang"de"
scores
de0.820496083550914
no0.5171202809482002
nl0.47817836812144215
en0.4353182751540041
sv0.42105263157894735
da0.4148936170212766
ca0.3799323562570462
es0.3778280542986425
cs0.3349455864570738
sk0.3333333333333333
hu0.3309002433090025
lv0.314214463840399
tl0.29032258064516125
is0.28848641655886154
sl0.2857142857142857
hr0.2753623188405797
lt0.2231638418079096
et0.22206506364922204
tr0.2109038737446198
ms0.2040520984081042
sq0.20289855072463767
it0.20174165457184323
ro0.19941775836972345
yo0.1863905325443787
vi0.15254237288135594
fr0.14330218068535827
pt0.12974683544303797
reliabletrue
passestrue
11
name"Hunter"
dialogue"Clicked? Like a shutter?"
detectedLang"en"
heavyLang"en"
scores
en0.800531914893617
no0.6868475991649269
it0.6629213483146068
ro0.5978552278820375
fr0.5652173913043478
da0.5535714285714286
sv0.5238095238095238
nl0.5192307692307693
de0.5145631067961165
hu0.5098039215686274
tl0.4863013698630137
pt0.4827586206896552
ca0.4755244755244755
cs0.46808510638297873
es0.46808510638297873
sk0.46428571428571425
yo0.44237918215613387
hr0.42748091603053434
pl0.4117647058823529
sl0.375
lt0.35344827586206895
tr0.33920704845814975
is0.3333333333333333
sq0.32432432432432434
az0.3181818181818182
eu0.3181818181818182
lv0.3181818181818182
vi0.3181818181818182
et0.29577464788732394
fi0.29577464788732394
ms0.29577464788732394
reliabletrue
passestrue
12
name"Melanie"
dialogue"Wie ein Schloss, das zuschnappt."
detectedLang"de"
heavyLang"de"
scores
de0.8063891577928364
pt0.453551912568306
no0.41348973607038125
sv0.3442622950819672
nl0.33993399339933994
is0.3055555555555556
pl0.2805755395683453
reliabletrue
passestrue
13
name"Hunter"
dialogue"Stay here. Don't leave town. We'll find someone who can translate."
detectedLang"en"
heavyLang"en"
scores
en0.7994336951392166
sq0.288107202680067
ro0.28209459459459457
da0.2772108843537415
pt0.27101200686106347
es0.2672413793103448
ca0.26343154246100525
tr0.247787610619469
hr0.24511545293072823
it0.24511545293072823
no0.24511545293072823
tl0.24511545293072823
az0.24242424242424243
vi0.17153996101364524
fr0.15841584158415842
pl0.1414141414141414
de0.1361788617886179
eu0.1361788617886179
lt0.1361788617886179
lv0.1361788617886179
nl0.1290983606557377
sk0.1290983606557377
cs0.121900826446281
et0.121900826446281
ms0.121900826446281
sl0.121900826446281
sv0.121900826446281
reliabletrue
passestrue
14
name"Melanie"
dialogue"Bitte... kommen Sie zurück. Ich habe Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8356246264196056
da0.5931952662721893
no0.5852187028657617
nl0.5621019108280255
pl0.45219123505976094
et0.44889779559118237
sv0.4455645161290322
sk0.31077694235588976
fi0.27821522309711283
hu0.23184357541899442
it0.21428571428571427
reliabletrue
passestrue
15
name"Hunter"
dialogue"I don't understand you. But stay put. Please."
detectedLang"en"
heavyLang"en"
scores
en0.8198198198198198
no0.5956873315363882
da0.5945945945945946
tl0.572039942938659
sv0.5377503852080123
cs0.4708994708994709
hr0.46808510638297873
ro0.46808510638297873
pl0.40476190476190477
de0.39148073022312374
nl0.3723849372384937
sk0.3492407809110629
ca0.3150684931506849
is0.3135011441647597
sq0.3087557603686636
it0.27710843373493976
fr0.22680412371134018
yo0.2248062015503876
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
et0.17355371900826447
lt0.17355371900826447
lv0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
16
name"Melanie"
dialogue"Bitte."
detectedLang"de"
heavyLang"de"
scores
de0.823321554770318
et0.6932515337423313
nl0.6268656716417911
da0.6
it0.6
no0.6
reliablefalse
passestrue