Run: 2026-09-03-01M1KATWDHWXK2KVQ0C1CF4RCG

Run Details

Model:
DeepSeek V4 Pro 0813 (Reasoning, High)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
40.4s
Cost:
$0.010007
Provider:
DigitalOcean

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: „Ich habe den Mann gesehen... im Nebel, hinter dem alten Apfelhaus. Er war da, und dann war er weg.“ (I saw the man... in the fog, behind the old apple barn. He was there, and then he was gone.) Hunter: "I'm sorry, I don't understand. Do you speak English at all?" Melanie: „Die Fotos... sie sind auf meiner Kamera. Aber ich will sie nicht ansehen. Es war zu still, die Luft war falsch.“ (The photos... they're on my camera. But I don't want to look at them. It was too still, the air was wrong.) Hunter: "Photos. You took photos last night? That camera on the table? Let me see them. If you saw what happened to James Whitfield, I need to know." Melanie: „Ich verstehe Sie nicht. Aber er hat mich angesehen, Sekunde für Sekunde, und dann hat der Nebel ihn genommen.“ (I don't understand you. But he looked at me, second by second, and then the fog took him.) Hunter: "Look, I get it—you're scared. But I can't help if I can't understand you. Can you show me the camera? The... photos? Just nod. Blink twice. Anything." Melanie: „Nein. Nicht die Kamera. Sie ist das Einzige, das die Wahrheit noch hält. Bitte... finden Sie ihn.“ (No. Not the camera. It is the only thing still holding the truth. Please... find him.) Hunter: "I'm going to get someone who speaks German. You stay here. Don't move." Melanie: „Er hat gelächelt, bevor der Nebel kam. Als ob er schon wusste, dass er verschwindet.“ (He smiled before the fog came. As if he already knew he was disappearing.) Hunter: "I can't understand a word you're saying. But whatever happened out there, you're safe now." (phone rings; he answers) "Hunter... Yeah... North of the creek? I'm on my way." (back to Melanie) "I have to go. Stay in the cafe. I'll send someone." Melanie: „Der Nebel kommt zurück. Ich habe ihn heute Morgen gesehen.“ (The fog is coming back. I saw it this morning.) Hunter: "I'll find him. I'll be back."
created_at"2026-09-03T09:50:38.013Z" 9/3/2026, 9:50:38 AM
model"deepseek/deepseek-v4-pro-20260813"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency580
moderation_latency(null)
generation_time40362
tokens_prompt306
tokens_completion2585
native_tokens_prompt267
native_tokens_completion2438
native_tokens_completion_images(null)
native_tokens_reasoning1909
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"
service_tier(null)
usage0.01000692
router(null)
user_agent"langchainjs-openai/1.0.0 ((node/v24.19.0; linux; x64))"
http_referer(null)
request_id"req-1788429038-eKYf22B0dTSzmOWkxO2u"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1788429038-2xikT9r5vOgYHZY3ybvV"
upstream_id"chatcmpl-0888045a-4916-4300-9a49-303c307669b6"
provider_responses
0
endpoint_id"928ab2e9-a85f-427f-adcb-15b2394c70d5"
id"chatcmpl-0888045a-4916-4300-9a49-303c307669b6"
is_byokfalse
latency580
model_permaslug"deepseek/deepseek-v4-pro-20260813"
provider_name"DigitalOcean"
status200
total_cost0.01000692
cache_discount(null)
upstream_inference_cost0
provider_name"DigitalOcean"
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 habe den Mann gesehen... im Nebel, hinter dem alten Apfelhaus. Er war da, und dann war er weg.“"
detectedLang"de"
heavyLang"de"
scores
de0.8174023499523658
no0.5845375722543352
da0.5377813504823151
nl0.45907808090310437
sv0.4460500963391137
eu0.3869936034115139
sk0.3863393810032017
pt0.38568376068376065
pl0.32432432432432434
en0.3072289156626506
is0.2987804878048781
sl0.2953431372549019
it0.2857142857142857
hr0.2767295597484277
tr0.2758186397984887
fi0.2580645161290322
ro0.24342105263157895
cs0.23941798941798942
fr0.18555240793201136
tl0.1843971631205674
ca0.17503586800573886
es0.17503586800573886
ms0.17027417027417027
az0.15565345080763582
lt0.14561664190193166
yo0.11538461538461538
vi0.0987460815047022
sq0.09305993690851734
reliabletrue
passestrue
1
name"Hunter"
dialogue"I'm sorry, I don't understand. Do you speak English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8055809698078683
no0.6413502109704641
da0.6178057553956835
tl0.6136363636363636
sv0.5370370370370371
cs0.48484848484848486
pl0.44948186528497414
de0.442257217847769
hr0.4378306878306878
sq0.4318181818181818
sk0.40807799442896936
it0.40308988764044945
pt0.37591776798825255
ro0.35703479576399394
nl0.2951907131011609
vi0.2904841402337229
yo0.2796610169491525
et0.2621527777777778
ca0.24511545293072823
is0.24377224199288253
sl0.22018348623853207
ms0.1448692152917505
be0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
lt0.1290983606557377
lv0.1290983606557377
uk0.1290983606557377
reliabletrue
passestrue
2
name"Melanie"
dialogue"„Die Fotos... sie sind auf meiner Kamera. Aber ich will sie nicht ansehen. Es war zu still, die Luft war falsch.“"
detectedLang"de"
heavyLang"de"
scores
de0.8299782372143634
nl0.5136186770428015
en0.48559670781893005
sv0.45652173913043476
no0.4313011828935396
es0.42555147058823534
ca0.422365988909427
da0.3718592964824121
lv0.33932346723044393
lt0.32505399568034554
pl0.31394072447859495
it0.30632630410654826
sk0.2937853107344633
cs0.2807825086306099
is0.26297169811320753
tl0.26122931442080377
pt0.2577197149643705
hr0.25239234449760767
tr0.251497005988024
ro0.24698795180722888
et0.20685279187817257
fr0.20382165605095542
ms0.18407310704960833
sq0.18086500655307994
sl0.17871222076215507
eu0.15540540540540537
hu0.14030261348005504
fi0.12342215988779803
yo0.12342215988779803
az0.08625730994152046
reliabletrue
passestrue
3
name"Hunter"
dialogue"Photos. You took photos last night? That camera on the table? Let me see them. If you saw what happened to James Whitfield, I need to know."
detectedLang"en"
heavyLang"en"
scores
en0.816340160284951
tl0.6416159860990444
fr0.5149911816578483
et0.4821092278719397
no0.4448183041722746
yo0.4387755102040817
nl0.4250871080139373
ca0.4177840508115737
cs0.3778280542986425
da0.36391673091750193
es0.35647425897035884
hr0.3336025848142165
sv0.32542927228127555
sl0.3176178660049628
sq0.3037974683544304
de0.30203045685279184
it0.299660441426146
pl0.2948717948717949
ms0.2881794650560828
ro0.27821522309711283
sk0.25271739130434784
lv0.23681776133209992
lt0.23041044776119401
pt0.22389463781749766
fi0.21428571428571427
hi0.16328600405679514
tr0.15730337078651685
be0.0782122905027933
hu0.07511210762331838
az0.07094594594594594
is0.07094594594594594
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
4
name"Melanie"
dialogue"„Ich verstehe Sie nicht. Aber er hat mich angesehen, Sekunde für Sekunde, und dann hat der Nebel ihn genommen.“"
detectedLang"de"
heavyLang"de"
scores
de0.8323013415892672
nl0.5532646048109966
da0.5373665480427047
no0.5370370370370371
sv0.4693877551020409
eu0.3048128342245989
sk0.2903930131004367
is0.2647058823529412
pl0.2588369441277081
it0.24681344148319811
ro0.24065420560747666
en0.2388758782201405
cs0.22341696535244923
lt0.21212121212121213
hu0.19753086419753088
fi0.19554455445544552
et0.1792929292929293
hr0.17197452229299362
sl0.17197452229299362
es0.16452442159383035
fr0.16452442159383035
tl0.11202185792349727
ms0.10714285714285714
tr0.10714285714285714
pt0.08835904628330996
az0.08321579689703808
ca0.08321579689703808
sq0.08321579689703808
reliabletrue
passestrue
5
name"Hunter"
dialogue"Look, I get it—you're scared. But I can't help if I can't understand you. Can you show me the camera? The... photos? Just nod. Blink twice. Anything."
detectedLang"en"
heavyLang"en"
scores
en0.7877122877122877
tl0.49284009546539376
sv0.4554772581678411
nl0.4426229508196721
no0.42489851150202973
sq0.3911174785100286
da0.3786549707602339
fr0.3772893772893773
ca0.35361216730038025
it0.3415956622773044
ro0.32
de0.28330522765598654
ms0.2685025817555938
es0.24845269672855883
yo0.2410714285714286
cs0.23903312444046554
et0.23423423423423423
pt0.22374429223744294
is0.21803127874885006
lv0.20560747663551404
pl0.1935483870967742
sk0.15924826904055392
tr0.1474423269809428
lt0.14400805639476336
az0.1414141414141414
hr0.14054600606673406
sl0.09381663113006397
hi0.08306364617044228
fi0.08108108108108109
be0.07608695652173912
hu0.07306434023991276
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
6
name"Melanie"
dialogue"„Nein. Nicht die Kamera. Sie ist das Einzige, das die Wahrheit noch hält. Bitte... finden Sie ihn.“"
detectedLang"de"
heavyLang"de"
scores
de0.8390400936494
nl0.5560936238902341
sv0.45598417408506425
no0.42886812045690553
da0.41113490364025695
tr0.3405275779376499
et0.25775978407557354
es0.2455418381344307
cs0.2434662998624484
pt0.23184357541899442
it0.2109038737446198
ms0.2040520984081042
pl0.1691842900302115
hi0.16158536585365854
hu0.15902140672782875
ca0.15644171779141106
yo0.13793103448275862
sq0.12698412698412698
en0.12420382165605094
hr0.12280701754385964
ro0.11575562700964631
tl0.11575562700964631
sk0.11147011308562196
sl0.11147011308562196
reliabletrue
passestrue
7
name"Hunter"
dialogue"I'm going to get someone who speaks German. You stay here. Don't move."
detectedLang"en"
heavyLang"en"
scores
en0.8268564832627934
tl0.48216340621403914
cs0.3171471927162367
sq0.2741935483870968
ro0.26350245499181674
es0.2474916387959866
et0.23599320882852293
yo0.23339011925042585
pl0.23076923076923078
sk0.22680412371134018
lv0.21328671328671328
sl0.2119089316987741
hr0.2049469964664311
no0.1949910554561717
da0.18772563176895307
lt0.18772563176895307
is0.1818181818181818
ca0.15730337078651685
it0.15730337078651685
nl0.14772727272727273
pt0.14772727272727273
de0.14285714285714285
az0.1346153846153846
ms0.1346153846153846
sv0.1346153846153846
tr0.1346153846153846
reliabletrue
passestrue
8
name"Melanie"
dialogue"„Er hat gelächelt, bevor der Nebel kam. Als ob er schon wusste, dass er verschwindet.“"
detectedLang"de"
heavyLang"de"
scores
de0.8043400924937745
nl0.5564516129032259
no0.5283018867924528
da0.4538232373386296
cs0.32014833127317677
sv0.31335830212234705
lt0.311639549436796
sq0.301143583227446
is0.298469387755102
sk0.298469387755102
sl0.2912371134020619
ca0.25170068027210885
en0.23504867872044508
hu0.22535211267605632
et0.16030534351145037
lv0.13928012519561817
tl0.13112164296998421
tr0.12420382165605094
it0.11575562700964631
es0.10277324632952692
fr0.10277324632952692
pt0.10277324632952692
az0.09688013136288999
ro0.09688013136288999
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to go. Stay in the cafe. I'll send someone."
detectedLang"en"
heavyLang"en"
scores
en0.8108448928121058
yo0.6231155778894472
da0.609375
pl0.601593625498008
tl0.592944369063772
no0.5377503852080123
sv0.5184590690208668
sl0.47826086956521735
it0.46619217081850534
hr0.4594594594594595
nl0.4444444444444444
cs0.44029850746268656
ro0.4360902255639098
sq0.4140625
sk0.40476190476190477
lv0.3814432989690722
lt0.3576017130620985
ms0.33774834437086093
az0.3288590604026846
de0.3288590604026846
ca0.3150684931506849
es0.20634920634920634
fr0.20634920634920634
pt0.20634920634920634
be0.1891891891891892
tr0.1891891891891892
hu0.18256130790190736
et0.17355371900826447
is0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passestrue
10
name"Melanie"
dialogue"„Der Nebel kommt zurück. Ich habe ihn heute Morgen gesehen.“"
detectedLang"de"
heavyLang"de"
scores
de0.8278088678433061
da0.5438996579247435
no0.5180722891566265
sv0.42363112391930835
nl0.4074074074074074
sk0.33444259567387685
fi0.3265993265993266
eu0.22330097087378642
pl0.22330097087378642
et0.2172211350293542
ca0.2
lt0.19678714859437751
is0.1919191919191919
cs0.17864476386036962
hu0.17184265010351968
es0.15789473684210525
reliabletrue
passestrue
11
name"Hunter"
dialogue"I'll find him. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8100303951367781
hu0.4834710743801653
lt0.47257383966244726
yo0.46808510638297873
da0.4444444444444444
tl0.4444444444444444
reliabletrue
passestrue