Run: 2026-04-25-01KQ2HP9A946VXYYPGDPG1402Z

Run Details

Model:
DeepSeek V4 Pro (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
39.2s
Cost:
$0.001539
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 ihre Kamera, spricht leise und zitternd) Oh … der Park … ja. Es war so schrecklich. Ich habe Schatten gesehen … und dann war die Person einfach weg. Hunter: (tritt näher und zeigt seine Marke) Ma’am? Detective Hunter. I need to ask you about last night, at Willow Park. You were there? Melanie: (blickt auf, erschüttert) Ich habe Fotos gemacht. Nur Landschaftsbilder. Und dann … dieser Mann … plötzlich war da so ein Nebel. Ich hab nichts verstanden. Hunter: (runzelt die Stirn) I’m sorry, I don’t … do you speak English? Anything at all? Melanie: (schüttelt den Kopf) Nein. Kein Englisch. Bitte … es war unheimlich. Ich kann das nicht erklären. Hunter: (deutet auf die Kamera) The camera. Did you capture something? What did you see? Melanie: (dreht die Kamera zu ihm, Hände zittern) Hier. Sehen Sie? Das ist der Park, kurz bevor er verschwunden ist. Nur noch dieser Schatten … und Stille. Hunter: (beugt sich vor, betrachtet das Bild) A shadow … and fog? Okay. (Er sieht sie an.) Was anyone else there? Irgendjemand? Melanie: (verzweifelt) Niemand. Nur ich. Ich habe gewartet, aber kein Geräusch, kein Schrei. Einfach nichts. Hunter: (seufzt, versucht ruhig zu bleiben) I need an interpreter. Can you wait here? Here? (Er zeigt auf den Tisch.) Melanie: (nickt langsam) Ja. Ich warte. Ich habe Angst, aber ich warte. Hunter: (sein Handy klingelt, er zuckt zusammen) Excuse me. (Er nimmt ab.) Yeah? … Now? I’m in the middle of an interview. … Fine. On my way. (Er steckt das Handy weg und wendet sich wieder an Melanie.) I have to go. Emergency. Stay put. Don’t leave. I’ll send someone. Melanie: (verständnislos, aber ruhiger) Ja … ich bleibe hier.
created_at"2026-04-25T14:46:23.821Z" 4/25/2026, 2:46:23 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1032
moderation_latency(null)
generation_time39124
tokens_prompt319
tokens_completion1820
native_tokens_prompt267
native_tokens_completion1753
native_tokens_completion_images(null)
native_tokens_reasoning1243
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"
usage0.001539175
router(null)
provider_responses
0
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
id"f2c17fa7-f531-436c-a4b0-d7285bcc8629"
is_byokfalse
latency278
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-1777128383-Hmfc4CVs5nu7BNYiwmL2"
session_id(null)
api_type"completions"
id"gen-1777128383-gmP81PAStmWj9Ee3tbVv"
upstream_id"f2c17fa7-f531-436c-a4b0-d7285bcc8629"
total_cost0.001539175
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"Oh … der Park … ja. Es war so schrecklich. Ich habe Schatten gesehen … und dann war die Person einfach weg."
detectedLang"de"
heavyLang"de"
scores
de0.8309492847854356
nl0.6311010215664017
da0.4693877551020409
en0.46546052631578944
no0.46413849958779885
sv0.4014732965009208
sk0.364613880742913
fi0.34804413239719156
ca0.34738955823293177
lv0.3229166666666667
tl0.3186582809224318
yo0.3077742279020234
is0.2809734513274336
pl0.2809734513274336
es0.2655367231638418
sl0.26220204313280365
sq0.2554410080183276
et0.24681344148319811
it0.20924574209245742
hu0.20245398773006135
lt0.2004920049200492
tr0.1761723700887199
pt0.1751269035532995
eu0.15032679738562094
vi0.1321762349799733
ms0.11924119241192413
fr0.11444141689373298
ro0.11444141689373298
az0.08321579689703808
cs0.08321579689703808
hr0.08321579689703808
reliabletrue
passestrue
1
name"Hunter"
dialogue"Ma’am? Detective Hunter. I need to ask you about last night, at Willow Park. You were there?"
detectedLang"en"
heavyLang"en"
scores
en0.816793893129771
tl0.6774193548387096
da0.5488721804511278
no0.5426829268292682
de0.45750452079566006
nl0.40119760479041916
ro0.40059940059940063
cs0.39148073022312374
yo0.39148073022312374
ca0.3858751279426817
sq0.3775933609958506
it0.36908517350157727
fr0.3610223642172524
hr0.3492407809110629
sl0.34711643090315564
et0.3174061433447099
sv0.3142857142857143
pl0.30313588850174217
pt0.2797118847539016
sk0.2537313432835821
lv0.23566878980891717
es0.22879177377892032
lt0.21773142112125163
tr0.17695473251028807
be0.1044776119402985
hu0.10044977511244377
az0.09502262443438914
is0.09502262443438914
uk0.09502262443438914
vi0.09502262443438914
ms0.08952959028831564
reliabletrue
passestrue
2
name"Melanie"
dialogue"Ich habe Fotos gemacht. Nur Landschaftsbilder. Und dann … dieser Mann … plötzlich war da so ein Nebel. Ich hab nichts verstanden."
detectedLang"de"
heavyLang"de"
scores
de0.8207301173402869
nl0.5848012078510317
no0.5242214532871973
en0.4194229415904293
da0.40604751619870405
sv0.39956331877729256
is0.3697478991596639
sk0.3441971383147853
es0.3330638641875505
sl0.3287225386493084
pt0.32377049180327866
lt0.3159203980099502
tr0.298469387755102
cs0.2750439367311072
pl0.2692648361381754
it0.26796805678793256
ro0.24519670631290025
sq0.24311926605504589
ca0.23681776133209992
ms0.23112767940354148
hr0.2282507015902713
az0.21353670162059105
tl0.2112810707456979
lv0.20443587270973965
eu0.20135527589545013
fr0.19980601357904945
yo0.19590643274853803
hu0.1758241758241758
vi0.1641337386018237
et0.13249211356466878
fi0.0667420814479638
reliabletrue
passestrue
3
name"Hunter"
dialogue"I’m sorry, I don’t … do you speak English? Anything at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8145859085290483
tl0.7
no0.5071193866374589
sq0.4845360824742268
da0.4617224880382775
hr0.4238156209987196
cs0.412532637075718
it0.3894165535956581
sv0.38524590163934425
pl0.37413073713490963
pt0.3626062322946175
sk0.3119266055045872
vi0.27884615384615385
yo0.2682926829268293
ro0.2647058823529412
et0.25124792013311154
ms0.25
de0.24242424242424243
ca0.23469387755102045
sl0.21052631578947367
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
is0.12280701754385964
lt0.12280701754385964
lv0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
4
name"Melanie"
dialogue"Nein. Kein Englisch. Bitte … es war unheimlich. Ich kann das nicht erklären."
detectedLang"de"
heavyLang"de"
scores
de0.829409757761856
nl0.4845360824742268
no0.3849938499384994
da0.3103448275862069
en0.2937853107344633
sv0.2774566473988439
pt0.2492492492492493
ca0.22720247295208654
es0.22720247295208654
sk0.19871794871794873
lv0.1935483870967742
pl0.18699186991869918
et0.1843393148450245
hu0.16943521594684383
cs0.16666666666666666
lt0.1539763113367174
is0.13494809688581316
it0.13043478260869565
hr0.12587412587412586
ms0.12587412587412586
ro0.12587412587412586
reliabletrue
passestrue
5
name"Hunter"
dialogue"The camera. Did you capture something? What did you see?"
detectedLang"en"
heavyLang"en"
scores
en0.818621523579202
tl0.5879120879120879
fr0.5327102803738317
es0.45750452079566006
it0.4485294117647059
ms0.4318181818181818
ca0.3723849372384937
yo0.3723849372384937
et0.3617021276595745
nl0.34782608695652173
sv0.34782608695652173
ro0.34497816593886466
pt0.33920704845814975
sq0.33184855233853006
de0.3227990970654628
no0.24050632911392408
hr0.2227979274611399
sl0.21052631578947367
cs0.20634920634920634
da0.20634920634920634
reliabletrue
passestrue
6
name"Melanie"
dialogue"Hier. Sehen Sie? Das ist der Park, kurz bevor er verschwunden ist. Nur noch dieser Schatten … und Stille."
detectedLang"de"
heavyLang"de"
scores
de0.8266204321152308
nl0.6352413019079686
da0.5655080213903744
no0.559620596205962
sv0.4411006018916595
en0.38154138915318747
fi0.3319630010277493
is0.31650893796004204
tr0.3062966915688367
sq0.3048128342245989
fr0.2927094668117519
pt0.2605233219567691
it0.2554410080183276
hu0.21307506053268765
tl0.18648310387984982
lt0.181360201511335
es0.18032786885245902
eu0.15032679738562094
pl0.14698162729658792
hi0.1402116402116402
et0.13333333333333333
ms0.13333333333333333
hr0.09344490934449094
lv0.09344490934449094
az0.08321579689703808
ca0.08321579689703808
ro0.08321579689703808
reliabletrue
passestrue
7
name"Hunter"
dialogue"A shadow … and fog? Okay. Was anyone else there? Irgendjemand?"
detectedLang"en"
heavyLang"en"
scores
en0.74375400384369
de0.5854922279792746
tl0.504950495049505
yo0.4326241134751773
nl0.42775393419170243
hu0.40564635958395245
ro0.3485342019543974
fr0.32432432432432434
da0.29947460595446584
ms0.29577464788732394
sq0.2727272727272727
pt0.25925925925925924
ca0.2537313432835821
cs0.24812030075187969
es0.24812030075187969
sk0.24528301886792453
it0.23809523809523808
hr0.21875
pl0.2079207920792079
sl0.1836734693877551
lt0.17012448132780084
tr0.16142557651991615
is0.15789473684210525
az0.14893617021276595
eu0.14893617021276595
lv0.14893617021276595
no0.14893617021276595
vi0.14893617021276595
et0.13606911447084233
fi0.13606911447084233
sv0.13606911447084233
reliabletrue
passestrue
8
name"Melanie"
dialogue"Niemand. Nur ich. Ich habe gewartet, aber kein Geräusch, kein Schrei. Einfach nichts."
detectedLang"de"
heavyLang"de"
scores
de0.8236167842554771
nl0.5618081180811808
pl0.391025641025641
da0.34210526315789475
is0.326241134751773
no0.2725880551301685
fr0.24603174603174602
sk0.2070116861435726
tr0.1935483870967742
eu0.1908006814310051
cs0.1739130434782609
ms0.1739130434782609
en0.15026833631484796
az0.1394927536231884
fi0.1394927536231884
sq0.1394927536231884
ro0.13636363636363635
it0.13003663003663005
sv0.13003663003663005
reliabletrue
passestrue
9
name"Hunter"
dialogue"I need an interpreter. Can you wait here? Here?"
detectedLang"en"
heavyLang"en"
scores
en0.8001453488372093
ca0.6283783783783783
de0.6217331499312242
sq0.6196403872752421
tr0.6082621082621082
ro0.5641838351822505
et0.5476973684210527
no0.5378151260504201
sv0.5299145299145299
da0.5258620689655172
es0.5258620689655172
fr0.5233968804159446
it0.5062836624775583
cs0.4859813084112149
vi0.4607843137254902
tl0.4554455445544555
pt0.45436507936507936
hu0.44779116465863456
hr0.44668008048289737
ms0.4421906693711968
sk0.4376278118609407
pl0.43064182194616984
az0.4294605809128631
eu0.40347071583514105
yo0.39692982456140347
nl0.3792325056433409
lv0.3514150943396226
sl0.33894230769230765
lt0.3373493975903614
be0.20289855072463767
is0.1863905325443787
uk0.1863905325443787
reliabletrue
passestrue
10
name"Melanie"
dialogue"Ja. Ich warte. Ich habe Angst, aber ich warte."
detectedLang"de"
heavyLang"de"
scores
de0.8165137614678899
pl0.5983935742971888
nl0.5575221238938053
da0.5283018867924528
sk0.5098039215686274
no0.44598337950138506
et0.4350282485875706
fi0.43342776203966005
sq0.4152046783625731
lv0.36507936507936506
ca0.35275080906148865
ro0.35064935064935066
it0.33774834437086093
eu0.33554817275747506
es0.3265993265993266
pt0.3174061433447099
sl0.2857142857142857
ms0.2805755395683453
sv0.2727272727272727
yo0.2727272727272727
fr0.250936329588015
tl0.250936329588015
reliabletrue
passestrue
11
name"Hunter"
dialogue"Excuse me. Yeah? … Now? I’m in the middle of an interview. … Fine. On my way. I have to go. Emergency. Stay put. Don’t leave. I’ll send someone."
detectedLang"en"
heavyLang"en"
scores
en0.8112244897959183
tl0.6011211729193618
da0.5026881720430108
nl0.47887323943661975
no0.4768099547511312
pl0.4628339140534262
yo0.45684086905460947
it0.4529863985807214
fr0.38863185723727695
de0.38822751322751325
hr0.37330623306233063
ro0.35042134831460675
es0.34767277856135403
cs0.33881343817012155
sv0.33501078360891445
sl0.32383040935672514
sq0.32333577176298467
sk0.32234432234432236
ca0.2992424242424242
ms0.293353705118411
et0.2922723794950268
pt0.26819620253164556
lv0.26645519429024583
lt0.20872540633019673
vi0.20258620689655174
fi0.19565217391304346
az0.1878841088674276
tr0.18717047451669597
eu0.16741674167416742
is0.14113277623026926
hu0.1290018832391714
hi0.08325074331020813
be0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
12
name"Melanie"
dialogue"Ja … ich bleibe hier."
detectedLang"de"
heavyLang"de"
scores
de0.8226950354609929
sk0.6246246246246246
pl0.609375
et0.5519713261648745
fi0.5503597122302158
lv0.4791666666666667
ca0.4658119658119659
nl0.4517543859649123
fr0.4131455399061033
da0.3902439024390244
sl0.3902439024390244
sq0.375
sv0.375
yo0.375
reliabletrue
passestrue