Run: 2026-10-20-01M5C6M96DF98XEYY60SVQAJKR

Run Details

Model:
DeepSeek V4.1 Flash 1017 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
20.1s
Cost:
$0.002711
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 — SCENE: ALBORN CAFÉ** *(Melanie sits alone at a small table, camera in hand, staring at the screen. Her fingers tremble slightly. Hunter approaches, notebook in hand.)* **Hunter:** "Excuse me, miss? Detective Hunter. I'm asking around about the disappearance near the apple orchard yesterday. You were spotted with your camera in that area. Did you see anything unusual?" **Melanie:** *(looks up, startled, then speaks rapidly in German)* "Entschuldigung? Ich verstehe Sie nicht. Aber... ja, ich war dort. Ich habe ein Foto gemacht... und dann... er war einfach weg. Wie vom Erdboden verschluckt!" *(Sorry? I don't understand you. But... yes, I was there. I took a photo... and then... he was just gone. Like swallowed by the earth!)* **Hunter:** *(frowns, holds up a hand)* "I'm sorry—I don't speak German. Do you speak English? I need to know what you saw." **Melanie:** *(shakes her head, points at the camera, speaks slower but still in German)* "Kein Englisch. Ich... habe Angst. Schauen Sie." *(No English. I... am afraid. Look.)* *(She turns the camera screen toward him—a blurry photo of the orchard at dusk, a dark figure near the trees.)* **Hunter:** *(leans in, squints)* "Is that a person? At the orchard? When was this taken?" **Melanie:** *(nods vigorously, taps the timestamp, voice shaking)* "Gestern Abend. Kurz vor Sonnenuntergang. Ich habe ihn gesehen, und dann... ein Geräusch. Wie ein Schrei. Und als ich wieder hinsah, war er verschwunden." *(Yesterday evening. Just before sunset. I saw him, and then... a sound. Like a scream. And when I looked again, he was gone.)* **Hunter:** *(rubs his jaw, frustrated)* "Okay... I'm not catching everything, but I can see you're upset. That photo might be important. Can I take a closer look?" *(He gestures toward the camera.)* **Melanie:** *(hesitates, then hands it over, speaking softly)* "Bitte... finden Sie ihn. Er war nicht der Erste." *(Please... find him. He wasn't the first.)* **Hunter:** *(examines the camera, then his phone buzzes—he answers)* "Hunter. ... Yeah. ... You're kidding. Another one? ... Alright, I'm on my way." *(He hands the camera back, meets her eyes)* "I have to go. But don't leave town. We'll need to talk more... somehow. Maybe get a translator." *(He turns and strides away.)* **Melanie:** *(watches him go, clutches the camera to her chest, whispers)* "Bitte... beeilen Sie sich." *(Please... hurry.)*
created_at"2026-10-20T08:25:13.685Z" 10/20/2026, 8:25:13 AM
model"deepseek/deepseek-v4.1-flash-20261017"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency283
moderation_latency(null)
generation_time20070
tokens_prompt306
tokens_completion2442
native_tokens_prompt293
native_tokens_completion2249
native_tokens_completion_images(null)
native_tokens_reasoning1607
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)
usage0.002711436
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.21.0; linux; x64))"
http_referer(null)
request_id"req-1792484713-8wy9s8HYvf66wU5wHEnn"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1792484713-fthE2e5yVtxXOgCf0NOq"
upstream_id"chatcmpl-f48632fc528d1bb47cca7a6055a56bab"
provider_responses
0
endpoint_id"bddfc3ba-e63a-443d-9adb-d4cef7ec7ac0"
id"chatcmpl-f48632fc528d1bb47cca7a6055a56bab"
is_byokfalse
latency283
model_permaslug"deepseek/deepseek-v4.1-flash-20261017"
provider_name"Parasail"
status200
total_cost0.002711436
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"Hunter"
dialogue"Excuse me, miss? Detective Hunter. I'm asking around about the disappearance near the apple orchard yesterday. You were spotted with your camera in that area. Did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7882501351594882
tl0.5721048798252003
nl0.4832893579595427
fr0.45952161913523465
it0.44127436994769376
ms0.3980532786885246
de0.3930785123966943
es0.3634886240520044
ro0.34210526315789475
no0.32432432432432434
sv0.31844547563805103
sq0.3136682242990654
pt0.31004110393423373
et0.2857142857142857
sl0.2683686176836862
ca0.22493403693931402
da0.20715249662618085
cs0.20608108108108109
yo0.17774667599720081
pl0.14108187134502925
sk0.11119515885022693
hr0.09684857801691008
az0.06671961874503574
fi0.060000000000000005
is0.05698234349919744
tr0.04781199351701783
reliabletrue
passestrue
1
name"Melanie"
dialogue"Entschuldigung? Ich verstehe Sie nicht. Aber... ja, ich war dort. Ich habe ein Foto gemacht... und dann... er war einfach weg. Wie vom Erdboden verschluckt!"
detectedLang"de"
heavyLang"de"
scores
de0.8259399244081957
nl0.6024534302589732
no0.3811881188118812
pl0.33862433862433866
is0.3356112376613516
da0.3099369085173501
ca0.26716917922948075
sk0.24438687392055264
ms0.23043095866314864
fi0.2297535211267606
ro0.22014260249554365
sv0.19798350137488543
et0.1957720588235294
en0.1729678638941399
lv0.16904083570750236
cs0.15377176015473887
sl0.15213178294573643
it0.13366336633663367
sq0.13280475718533202
es0.12236710130391174
pt0.12236710130391174
lt0.08088235294117647
yo0.07894736842105263
hu0.07602956705385427
fr0.06716417910447761
az0.06316916488222697
hr0.06316916488222697
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry—I don't speak German. Do you speak English? I need to know what you saw."
detectedLang"en"
heavyLang"en"
scores
en0.8130657221566312
tl0.5556594948550047
cs0.4848156182212581
hr0.4848156182212581
pl0.45961319681456203
no0.41430332922318125
sk0.41430332922318125
ro0.40476190476190477
sq0.4032663316582915
da0.39873417721518983
yo0.3886743886743887
it0.3863049095607235
sv0.3708609271523179
pt0.35020519835841313
ms0.33751743375174337
sl0.3365921787709497
ca0.3185078909612626
et0.2983751846381093
lv0.2803030303030303
vi0.26810477657935283
lt0.2601246105919003
de0.23633440514469453
tr0.22764227642276424
az0.21875
nl0.1410488245931284
be0.12844036697247707
es0.12844036697247707
hu0.12361623616236161
is0.1171003717472119
uk0.1171003717472119
reliabletrue
passestrue
3
name"Melanie"
dialogue"Kein Englisch. Ich... habe Angst. Schauen Sie."
detectedLang"de"
heavyLang"de"
scores
de0.8366983372921615
nl0.6670702179176755
pl0.45219123505976094
no0.3663594470046083
da0.3514150943396226
sk0.31077694235588976
en0.24242424242424243
hr0.207492795389049
ms0.207492795389049
ro0.207492795389049
sv0.207492795389049
reliabletrue
passestrue
4
name"Hunter"
dialogue"Is that a person? At the orchard? When was this taken?"
detectedLang"en"
heavyLang"en"
scores
en0.8304263565891472
tl0.6899911426040745
nl0.6728971962616822
no0.65
da0.574726609963548
yo0.5530012771392081
de0.5376486129458389
sv0.5302013422818792
hu0.5159059474412172
fr0.5028409090909091
is0.46236559139784944
sq0.45987654320987653
pt0.44267515923566875
sk0.43273905996758516
ms0.3955094991364421
ca0.39236111111111116
ro0.38917975567190227
es0.38596491228070173
it0.3783303730017762
cs0.35304990757855825
hr0.328214971209213
sl0.32432432432432434
pl0.31906614785992216
lt0.3055555555555556
lv0.29292929292929293
tr0.29149797570850206
az0.2693110647181628
et0.2584745762711864
eu0.16666666666666666
vi0.16666666666666666
fi0.15254237288135594
reliabletrue
passestrue
5
name"Melanie"
dialogue"Gestern Abend. Kurz vor Sonnenuntergang. Ich habe ihn gesehen, und dann... ein Geräusch. Wie ein Schrei. Und als ich wieder hinsah, war er verschwunden."
detectedLang"de"
heavyLang"de"
scores
de0.8164763458401305
nl0.5515695067264574
is0.45913461538461536
no0.42233632862644416
da0.3644067796610169
en0.29467084639498436
sv0.2747784045124899
pl0.258037922506183
es0.24686192468619247
ca0.2314261315115286
ro0.22346850733390855
tr0.20704845814977973
pt0.20071047957371224
tl0.18330308529945552
hu0.16356877323420074
it0.14933837429111532
fr0.13710450623202303
sq0.13378248315688163
az0.13127413127413126
sk0.12109375000000001
eu0.11330049261083745
et0.1044776119402985
ms0.09456740442655936
fi0.08906882591093118
lt0.07881269191402251
lv0.07407407407407407
reliabletrue
passestrue
6
name"Hunter"
dialogue"Okay... I'm not catching everything, but I can see you're upset. That photo might be important. Can I take a closer look?"
detectedLang"en"
heavyLang"en"
scores
en0.8059006211180123
tl0.6288965858485898
fr0.5350278983261004
ca0.4639027877055039
it0.410840534171249
ro0.40191387559808617
da0.4004796163069544
no0.36278674596431604
yo0.34210526315789475
tr0.33745583038869253
hu0.3119266055045872
pt0.31002759889604414
es0.3049119555143651
lt0.3042671614100185
cs0.3023255813953488
et0.2829827915869981
sq0.2668621700879765
sv0.2632612966601179
hr0.25074925074925075
pl0.23547400611620795
de0.2260061919504644
az0.21875
sk0.21218487394957983
fi0.1830065359477124
sl0.1830065359477124
ms0.15824915824915825
nl0.15824915824915825
is0.15540540540540537
lv0.1506228765571914
vi0.1506228765571914
zh0.09420289855072464
hi0.09310761789600969
be0.08536585365853659
eu0.08536585365853659
uk0.07749077490774908
reliabletrue
passestrue
7
name"Melanie"
dialogue"Bitte... finden Sie ihn. Er war nicht der Erste."
detectedLang"de"
heavyLang"de"
scores
de0.8489074848907485
da0.7205503009458297
nl0.6859903381642511
no0.6690427698574337
en0.37858508604206503
is0.3394308943089431
tr0.2713004484304933
et0.25799086757990863
pl0.2562929061784897
hu0.24242424242424243
sv0.2388758782201405
cs0.23529411764705882
es0.19753086419753088
sq0.19753086419753088
sl0.18952618453865336
it0.1875
reliabletrue
passestrue
8
name"Hunter"
dialogue"I have to go. But don't leave town. We'll need to talk more... somehow. Maybe get a translator."
detectedLang"en"
heavyLang"en"
scores
en0.8023064250411861
tl0.5081967213114754
pl0.504541701073493
da0.49409780775716694
hr0.48674080410607357
no0.42748091603053434
cs0.4157740993184031
yo0.4117647058823529
sl0.41118743866535823
sk0.3981945837512537
ro0.3939393939393939
et0.39086294416243655
pt0.3743482794577685
sq0.3704092339979014
ca0.3677555321390938
lv0.3492407809110629
sv0.3485342019543974
lt0.34497816593886466
it0.33554817275747506
es0.32356257046223225
fr0.3220338983050847
is0.2840095465393795
hu0.2709599027946537
vi0.269183922046285
tr0.25925925925925924
de0.250936329588015
nl0.25
az0.24242424242424243
ms0.23371647509578544
eu0.18588873812754408
be0.1044776119402985
fi0.09502262443438914
uk0.09502262443438914
reliabletrue
passestrue
9
name"Melanie"
dialogue"Bitte... beeilen Sie sich."
detectedLang"de"
heavyLang"de"
scores
de0.8405951115834219
no0.5207667731629393
da0.511400651465798
nl0.5098039215686274
tr0.43820224719101125
et0.4296577946768061
pl0.42748091603053434
eu0.3697478991596639
sv0.35344827586206895
it0.3333333333333333
fi0.32432432432432434
reliabletrue
passestrue