Run: 2026-04-25-01KQ2G79Q1WJ0PEFFKWMNM04T1

Run Details

Model:
DeepSeek V4 Pro
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
19.1s
Cost:
$0.000673
Provider:
DeepSeek

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: *starrt auf den Kamerabildschirm, ihre Finger zittern leicht* Hunter: "Ma'am? Detective Hunter, Alborn police. You were at the apple orchard yesterday afternoon, correct?" Melanie: *blickt auf, Augen weit* "Ja... ja, ich war dort. Die Apfelbäume... das Licht war so schön..." Hunter: "I'm sorry, I don't... did you see anything unusual? A man in his forties, dark jacket?" Melanie: *schüttelt heftig den Kopf* "Nein, nein, ich habe nur fotografiert. Aber dann... der Schatten zwischen den Bäumen. Ein Geräusch wie... wie ein dumpfer Schlag." *presst die Hand auf den Mund* Hunter: "Ma'am, I need you to slow down. Shadow? Did you say shadow?" Melanie: "Ich wollte hingehen, aber meine Beine... ich konnte mich nicht bewegen. Und dann war da dieser Geruch. So seltsam süßlich..." *Tränen laufen über ihr Gesicht* Hunter: "Okay, okay... take a breath. I'm not following the words, but you're clearly shaken up." *zieht einen Stuhl heran, setzt sich* Melanie: *wischt sich die Tränen weg* "Es tut mir leid. Mein Englisch... ich kann nicht..." *zeigt hilflos auf sich selbst* "Nur Deutsch. Tut mir leid." Hunter: "German. Right. Should have paid more attention in high school." *reibt sich das Kinn* "Listen, I don't understand much, but I can see you saw something that scared you. You're not in trouble." Melanie: *nickt langsam* "Sie glauben mir? Dass ich etwas gesehen habe, etwas Schreckliches?" Hunter: "I believe you're scared. That's enough for now. Can you show me your photos? Maybe that'll help bridge this... language thing." Melanie: *zögert, dreht dann die Kamera zu ihm* "Hier. Zwischen den Bäumen. Sehen Sie? Der Schatten." Hunter: *beugt sich vor, runzelt die Stirn* "That's... that's not a shadow from a tree. That's a figure. Blurry, but definitely a person." *holt sein Handy heraus* Melanie: "Die Polizei? Rufen Sie jetzt die Polizei?" *umklammert die Kamera* Hunter: "I am the police, remember? But yeah, this changes things. I need to—" *sein Handy klingelt schrill* "Damn it. Excuse me." *steht auf, wendet sich ab* "Hunter. ...Yeah. ...Now? I'm in the middle of— ...Understood. On my way." Melanie: "Sie müssen gehen?" *Stimme zittert* Hunter: "I have to go. Another... situation. But I'm keeping this photo." *tippt auf sein Handy, zeigt ihr den Bildschirm* "I took a picture of your picture. Evidence. I'll find someone who speaks German and we'll talk properly. Don't leave town, okay?" Melanie: "Ich werde hier sein. Ich habe solche Angst..." Hunter: "Yeah, I caught 'Angst.' Me too." *zögert, drückt kurz ihre Schulter* "You're safe here. Just stay put. I'll be back." *eilt davon*
created_at"2026-04-25T14:20:44.133Z" 4/25/2026, 2:20:44 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1406
moderation_latency(null)
generation_time19065
tokens_prompt319
tokens_completion700
native_tokens_prompt267
native_tokens_completion757
native_tokens_completion_images(null)
native_tokens_reasoning0
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"
usage0.000672655
router(null)
provider_responses
0
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
id"1af3e17d-79ff-4552-b8ef-3b7b3831fa7f"
is_byokfalse
latency282
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"DeepSeek"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777126844-8tjGezEzJo1aznzAOuPP"
session_id(null)
api_type"completions"
id"gen-1777126844-8YgQMrAGPZ7c0WHDK80m"
upstream_id"1af3e17d-79ff-4552-b8ef-3b7b3831fa7f"
total_cost0.000672655
cache_discount0.00010208
upstream_inference_cost0
provider_name"DeepSeek"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Melanie"
dialogue"starrt auf den Kamerabildschirm, ihre Finger zittern leicht"
detectedLang"de"
heavyLang"de"
scores
de0.7852925389157274
nl0.64349376114082
da0.5628415300546448
sv0.5525727069351231
no0.5145631067961165
en0.477124183006536
cs0.38556067588325654
lv0.2805755395683453
hr0.2753623188405797
fr0.27007299270072993
sl0.2687385740402194
tr0.2687385740402194
sk0.2673992673992674
tl0.25925925925925924
eu0.2366412213740458
es0.2
is0.17864476386036962
pl0.16317991631799164
ms0.14712153518123666
ro0.14346895074946467
et0.12854030501089325
it0.12854030501089325
lt0.12854030501089325
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma'am? Detective Hunter, Alborn police. You were at the apple orchard yesterday afternoon, correct?"
detectedLang"en"
heavyLang"en"
scores
en0.7518382352941176
tl0.6493506493506493
fr0.5730550284629982
nl0.52697967764541
no0.4936234058514629
da0.4734789391575663
es0.46428571428571425
it0.4625796178343949
ro0.45956765412329864
pt0.41709844559585496
de0.4150779896013865
ca0.37615526802218113
sv0.358974358974359
cs0.32969215491559084
sq0.3161094224924012
sl0.29906542056074764
hr0.25824175824175827
sk0.2566079295154185
ms0.24496644295302009
tr0.16253101736972705
yo0.13682864450127877
eu0.1222366710013004
et0.11649214659685864
lv0.11649214659685864
pl0.11533420707732633
lt0.1141732283464567
fi0.11067193675889328
az0.09999999999999999
hu0.09999999999999999
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ja... ja, ich war dort. Die Apfelbäume... das Licht war so schön..."
detectedLang"de"
heavyLang"de"
scores
de0.8216833095577747
sk0.5247148288973384
nl0.5104438642297651
yo0.43524096385542166
en0.3832236842105263
sl0.3811881188118812
pl0.34210526315789475
pt0.30683918669131244
et0.29111531190926276
fi0.28977272727272724
lv0.23469387755102045
ca0.22520661157024793
vi0.20886075949367086
no0.19006479481641467
tl0.19006479481641467
da0.1758241758241758
ro0.17218543046357618
sq0.16666666666666666
sv0.16666666666666666
reliabletrue
passestrue
3
name"Hunter"
dialogue"I'm sorry, I don't... did you see anything unusual? A man in his forties, dark jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.8052827632915679
tl0.577826725403818
sv0.5336577453365775
it0.5
da0.4373776908023483
nl0.4334975369458128
ro0.4323790720631787
no0.4186046511627907
de0.413265306122449
et0.41086065573770486
pt0.40843621399176955
sq0.40166493236212286
lv0.3991640543364681
lt0.38038793103448276
ca0.3722707423580786
cs0.3539325842696629
pl0.3539325842696629
yo0.33831990794016115
ms0.33755760368663595
fr0.3298368298368299
es0.32432432432432434
hr0.30387409200968524
sl0.29792429792429787
hu0.27944862155388467
az0.27398989898989895
sk0.25997425997426
tr0.203601108033241
is0.1935483870967742
vi0.18785310734463279
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
4
name"Melanie"
dialogue"Nein, nein, ich habe nur fotografiert. Aber dann... der Schatten zwischen den Bäumen. Ein Geräusch wie... wie ein dumpfer Schlag."
detectedLang"de"
heavyLang"de"
scores
de0.8183867735470942
no0.5331616226658081
nl0.5316537467700259
da0.48907681465821
sv0.4704163623082542
pl0.3028846153846154
tr0.3028846153846154
sk0.25944841675178754
ms0.25411522633744854
cs0.23924449108079748
ca0.23844537815126046
it0.22459893048128343
es0.21621621621621623
is0.21451787648970747
en0.16281755196304848
hr0.15893271461716937
sl0.15893271461716937
az0.15795586527293842
sq0.1569767441860465
lt0.14806110458284372
eu0.14605418138987042
et0.14403778040141677
lv0.14403778040141677
pt0.14403778040141677
ro0.14403778040141677
fi0.12755716004813478
fr0.07525510204081631
reliabletrue
passestrue
5
name"Hunter"
dialogue"Ma'am, I need you to slow down. Shadow? Did you say shadow?"
detectedLang"en"
heavyLang"en"
scores
en0.7530864197530864
tl0.53198127925117
cs0.511400651465798
pl0.46524064171123
hr0.4594594594594595
no0.45848375451263534
da0.44751381215469616
yo0.42748091603053434
sk0.40476190476190477
et0.402390438247012
lv0.3814432989690722
lt0.3576017130620985
ca0.3150684931506849
sv0.3150684931506849
sq0.3087557603686636
sl0.28741092636579574
it0.27710843373493976
ro0.23076923076923078
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
is0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
6
name"Melanie"
dialogue"Ich wollte hingehen, aber meine Beine... ich konnte mich nicht bewegen. Und dann war da dieser Geruch. So seltsam süßlich..."
detectedLang"de"
heavyLang"de"
scores
de0.8316681146828845
nl0.4314013206162876
et0.4074923547400612
no0.4006187161639598
en0.3055555555555556
sl0.2612011439466158
is0.24537487828627072
eu0.2357001972386588
tl0.23418972332015808
sk0.2288557213930348
yo0.20594262295081966
pl0.18677859391395593
vi0.17289220917822837
pt0.13984461709211987
hr0.13213885778275478
it0.12231030577576443
az0.1203178206583428
ms0.1203178206583428
tr0.11529680365296804
cs0.11428571428571428
fr0.10611303344867358
da0.10404624277456648
fi0.10196987253765932
ro0.07957244655581948
es0.07517899761336516
reliabletrue
passestrue
7
name"Hunter"
dialogue"Okay, okay... take a breath. I'm not following the words, but you're clearly shaken up."
detectedLang"en"
heavyLang"en"
scores
en0.8178348369188064
tl0.6911764705882353
nl0.5235934664246824
fr0.4067796610169492
no0.33375634517766495
sv0.3027888446215139
yo0.3009320905459388
ca0.2886178861788618
it0.27884615384615385
sl0.24242424242424243
de0.23469387755102045
hu0.2290748898678414
tr0.22794117647058826
da0.2222222222222222
sq0.2222222222222222
ms0.21171171171171171
pt0.21052631578947367
ro0.20933734939759033
cs0.2009132420091324
es0.2009132420091324
sk0.1984732824427481
hr0.1758241758241758
pl0.16666666666666666
lt0.13509060955518945
is0.125
az0.11764705882352942
eu0.11764705882352942
lv0.11764705882352942
vi0.11764705882352942
et0.10714285714285714
fi0.10714285714285714
reliabletrue
passestrue
8
name"Melanie"
dialogue"Nur Deutsch. Tut mir leid."
detectedLang"de"
heavyLang"de"
scores
de0.8179611650485438
ca0.39999999999999997
hr0.39999999999999997
ms0.39999999999999997
reliabletrue
passestrue
9
name"Hunter"
dialogue"Listen, I don't understand much, but I can see you saw something that scared you. You're not in trouble."
detectedLang"en"
heavyLang"en"
scores
en0.8142857142857143
tl0.5526496902959394
sv0.48859166011014943
no0.4881889763779528
da0.48494453248811414
nl0.44821731748726656
de0.4472789115646259
ro0.4074749316317229
it0.3862134088762984
pl0.35323383084577115
fr0.35000000000000003
cs0.336734693877551
tr0.30997876857749473
ms0.28017718715393136
et0.2638731596828992
az0.2562929061784897
sk0.25287356321839083
ca0.24855491329479767
hr0.2476851851851852
sl0.24681344148319811
is0.2415402567094516
sq0.23258559622195982
fi0.2243436754176611
yo0.21212121212121213
lv0.18648310387984982
hu0.18444165621079048
es0.17825537294563845
pt0.17825537294563845
eu0.15254237288135594
be0.09722222222222222
lt0.08835904628330996
uk0.08835904628330996
vi0.08835904628330996
reliabletrue
passestrue
10
name"Melanie"
dialogue"Sie glauben mir? Dass ich etwas gesehen habe, etwas Schreckliches?"
detectedLang"de"
heavyLang"de"
scores
de0.8425031499370013
pl0.37707641196013286
nl0.2661448140900196
sk0.24849699398797598
eu0.23469387755102045
fr0.21052631578947367
hr0.21052631578947367
en0.20550847457627117
fi0.19006479481641467
es0.16851441241685144
tl0.16851441241685144
reliabletrue
passestrue
11
name"Hunter"
dialogue"I believe you're scared. That's enough for now. Can you show me your photos? Maybe that'll help bridge this... language thing."
detectedLang"en"
heavyLang"en"
scores
en0.8178506375227687
tl0.4884910485933504
nl0.3930197268588771
no0.37791601866251945
sq0.36507936507936506
ms0.3630573248407643
da0.32489451476793246
ro0.30735930735930733
fr0.300087489063867
pt0.2926613616268789
ca0.26335174953959484
it0.2613111726685134
tr0.2530345471521942
et0.2277992277992278
lt0.2047713717693837
cs0.1861648016276704
es0.18533604887983707
de0.1649269311064718
yo0.15789473684210525
is0.15522703273495247
az0.14893617021276595
hr0.14802981895633652
sv0.14712153518123666
lv0.14346895074946467
pl0.13606911447084233
sl0.0990990990990991
eu0.0888382687927107
hi0.08779931584948689
fi0.08571428571428572
sk0.08256880733944955
be0.08045977011494253
hu0.07727797001153403
uk0.07300115874855156
vi0.07300115874855156
reliabletrue
passestrue
12
name"Melanie"
dialogue"Hier. Zwischen den Bäumen. Sehen Sie? Der Schatten."
detectedLang"de"
heavyLang"de"
scores
de0.8300145701796989
nl0.6669838249286394
da0.6220302375809936
sv0.6004566210045662
no0.5705521472392638
eu0.4057724957555179
fi0.3566176470588235
pl0.24242424242424243
cs0.21171171171171171
fr0.2009132420091324
ms0.2009132420091324
it0.1935483870967742
en0.1898148148148148
es0.1822429906542056
tr0.17061611374407584
reliabletrue
passestrue
13
name"Hunter"
dialogue"That's... that's not a shadow from a tree. That's a figure. Blurry, but definitely a person."
detectedLang"en"
heavyLang"en"
scores
en0.7713414634146342
ro0.53125
pt0.5238095238095238
tl0.5087336244541485
ca0.496080627099664
fr0.49209932279909707
it0.4915254237288135
es0.49095022624434387
sk0.47491248541423564
sq0.46871310507674147
sv0.44649446494464945
no0.4444444444444444
da0.43890274314214467
de0.43396226415094336
hr0.40318302387267907
nl0.3818681318681319
cs0.36079545454545453
tr0.33035714285714285
hu0.3273542600896861
is0.3171471927162367
pl0.267100977198697
lt0.2549668874172185
ms0.25124792013311154
lv0.24369747899159663
fi0.23857868020304565
az0.2227979274611399
et0.21328671328671328
yo0.20913884007029876
sl0.16666666666666666
eu0.1346153846153846
vi0.1346153846153846
reliabletrue
passestrue
14
name"Melanie"
dialogue"Die Polizei? Rufen Sie jetzt die Polizei?"
detectedLang"de"
heavyLang"de"
scores
de0.8303647158608991
nl0.54337899543379
pl0.5
ro0.48717948717948717
eu0.3197278911564626
cs0.3127147766323024
sl0.3127147766323024
da0.3103448275862069
et0.3079584775086505
lv0.3079584775086505
no0.3079584775086505
sv0.3079584775086505
hr0.3055555555555556
yo0.3055555555555556
en0.30313588850174217
lt0.30313588850174217
it0.3006993006993007
sk0.3006993006993007
fi0.29577464788732394
fr0.2907801418439716
ms0.2907801418439716
sq0.2907801418439716
az0.2727272727272727
es0.2727272727272727
hu0.2727272727272727
tl0.2727272727272727
ca0.2647058823529412
tr0.2647058823529412
pt0.25925925925925924
reliabletrue
passestrue
15
name"Hunter"
dialogue"Hunter. ...Yeah. ...Now? I'm in the middle of— ...Understood. On my way."
detectedLang"en"
heavyLang"en"
scores
en0.8201438848920863
nl0.6059113300492611
tl0.6047430830039525
no0.5841995841995842
sv0.5381062355658198
da0.5238095238095238
de0.5079950799507995
yo0.4891443167305236
pl0.45799457994579945
fr0.3930197268588771
sk0.38461538461538464
cs0.3798449612403101
sl0.3474714518760196
ms0.3464052287581699
it0.3442622950819672
ro0.33444259567387685
ca0.2831541218637993
et0.2779783393501805
fi0.2727272727272727
sq0.25512104283054005
is0.18200408997955012
hr0.18032786885245902
az0.17355371900826447
hi0.17355371900826447
pt0.13606911447084233
tr0.12854030501089325
reliabletrue
passestrue
16
name"Melanie"
dialogue"Sie müssen gehen?"
detectedLang"de"
heavyLang"de"
scores
de0.84375
nl0.6537396121883656
az0.4939271255060729
eu0.4791666666666667
pl0.47257383966244726
no0.4658119658119659
da0.4541484716157206
sv0.4444444444444444
tr0.4292237442922375
fi0.4131455399061033
reliabletrue
passestrue
17
name"Hunter"
dialogue"I took a picture of your picture. Evidence. I'll find someone who speaks German and we'll talk properly. Don't leave town, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.791558103178739
tl0.6025832091405862
ro0.43661971830985913
it0.4207096307023896
yo0.41002949852507375
es0.3939393939393939
ca0.39209726443769
pt0.3907083015993907
fr0.38414164742109314
sq0.3735317149569303
cs0.3665874901029295
hr0.3371996685998343
no0.3197278911564626
da0.3162393162393162
nl0.2988606485539001
sk0.293909973521624
sv0.2920353982300885
et0.28825622775800713
ms0.2831541218637993
sl0.2753623188405797
pl0.27140255009107467
de0.27007299270072993
tr0.26199261992619927
lv0.25650557620817843
is0.22103213242453748
hu0.2179863147605083
az0.2023928215353938
lt0.15343915343915343
eu0.15074309978768577
vi0.14255091103965703
be0.08045977011494253
fi0.07300115874855156
uk0.07300115874855156
reliabletrue
passestrue
18
name"Melanie"
dialogue"Ich werde hier sein. Ich habe solche Angst..."
detectedLang"de"
heavyLang"de"
scores
de0.832102081934184
nl0.6774193548387096
fr0.4444444444444444
it0.43946188340807174
da0.3718592964824121
no0.3718592964824121
sk0.3315508021390375
pl0.3150684931506849
tr0.3112947658402204
pt0.24242424242424243
es0.22118380062305293
ro0.22118380062305293
reliabletrue
passestrue
19
name"Hunter"
dialogue"You're safe here. Just stay put. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8087222647283857
hr0.3333333333333333
hu0.31880108991825606
lt0.3093922651933701
yo0.3055555555555556
et0.28977272727272724
sv0.28977272727272724
sq0.2857142857142857
tl0.2857142857142857
ca0.23547400611620795
reliabletrue
passestrue