Run: 2026-04-25-01KQ2GKPHXQEC74DGRPEHNZ3BM

Run Details

Model:
DeepSeek V4 Pro
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
45.5s
Cost:
$0.003232
Provider:
Together

Evaluation summary

Score Evaluator
Details Link
75.00% 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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
**Scene:** *Cafe in Alborn, MN. Afternoon light. Marie sits at a small table, her camera in her hands, lost in thought. Hunter approaches, his footsteps deliberate.* **Marie:** *(To herself, in a low, worried French)* Pourquoi maintenant ? Cette image... je n'aurais jamais dû la prendre. **Hunter:** Excuse me, Miss. You're Marie, right? I'm Detective Hunter. Mind if I ask you a few questions about last night, near the old mill? People say you were there with your camera. **Marie:** *(Startled, looking up with wide, shaken eyes)* Le moulin ? Oh, mon Dieu... Vous êtes de la police ? C'était affreux. Je l'ai vu. L'ombre... elle a juste... avalé cette personne. Je n'ai rien pu faire. Rien. **Hunter:** *(A long pause, brow furrowed)* I... uh... Look, I'm going to take a wild guess here. *Moulin*... that's the mill, yeah? You saw something. Slow down for me. Was someone else there? Can you show me what you saw? The photos. **Marie:** *(Nodding vigorously, she clutches the camera protectively)* Non, non, je ne peux pas. Pas ici. C'est dangereux. Vous ne comprenez pas ! Cette chose... ce n'était pas humain. Les photos sont... maudites. Elles bougent quand on les regarde trop longtemps. Il ne faut pas les voir. **Hunter:** *(Holding up a calming hand)* Okay, okay. Easy. I get that you're12 scared. I don't know what "maudites" means, but I can see you're14 upset. How about you just... point? Point to where it happened on the camera's screen? No need to talk. **Marie:** *(Taking a shaky breath, switching to broken, heavily accented English)* Point... ah. Oui. I... point. *(She flips the camera screen towards him, her finger tracing the edge of the dark image, her voice dropping to a terrified whisper)* Ici. L'ombre. Dark... shape. Here. Regardez... look. *(Her finger trembles violently)* It... move. **Hunter:** *(Leaning in, his expression hardening as he sees only a blur of static on the screen)* Wait, move? It's just a digital mess. I can't make anything out, Marie. Is there... *(His phone rings loudly, cutting him off. He glances at it, annoyed, then back at her with a grimace)* I have to take this. Don't leave town, alright? I'll be back. We're not done. *(He answers the call, already turning away)* Hunter. Yeah, I'm with a witness now. What? Another one? Where?
created_at"2026-04-25T14:27:30.497Z" 4/25/2026, 2:27:30 PM
model"deepseek/deepseek-v4-pro-20260423"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency12512
moderation_latency(null)
generation_time45216
tokens_prompt316
tokens_completion592
native_tokens_prompt263
native_tokens_completion609
native_tokens_completion_images(null)
native_tokens_reasoning0
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"
usage0.0032319
router(null)
provider_responses
0
endpoint_id"d084170b-dd99-4e53-9ae1-b63881f3cfbf"
is_byokfalse
latency277
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"DeepSeek"
status429
1
endpoint_id"13bda129-f8a6-4a60-b1db-98082e5f7ccd"
id"ogZegVA-2dTqGa-9f1e0765622aed35"
is_byokfalse
latency12511
model_permaslug"deepseek/deepseek-v4-pro-20260423"
provider_name"Together"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1777127250-luOJYLGY2hsTyGXM3zx2"
session_id(null)
api_type"completions"
id"gen-1777127250-AgD8kipwU0awl0ZW1fHq"
upstream_id"ogZegVA-2dTqGa-9f1e0765622aed35"
total_cost0.0032319
cache_discount(null)
upstream_inference_cost0
provider_name"Together"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
75.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Pourquoi maintenant ? Cette image... je n'aurais jamais dû la prendre."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8204022988505748
ca0.5437956204379563
pt0.47589098532494756
no0.4547437295528899
en0.4541484716157206
it0.410377358490566
sl0.40617577197149646
es0.4054696789536267
ro0.3849938499384994
tl0.3849938499384994
de0.3842364532019704
nl0.36143039591315457
lt0.3438320209973753
lv0.3403693931398417
yo0.33774834437086093
hr0.3342210386151798
da0.31787175989085953
sk0.3103448275862069
tr0.23430321592649314
cs0.22720247295208654
hu0.19224555735056545
ms0.16666666666666666
sv0.15540540540540537
pl0.1539763113367174
fi0.14965986394557826
vi0.14383561643835618
sq0.13494809688581316
et0.12587412587412586
reliabletrue
passestrue
1
name"Hunter"
dialogue"Excuse me, Miss. You're Marie, right? I'm Detective Hunter. Mind if I ask you a few questions about last night, near the old mill? People say you were there with your camera."
detectedLang"en"
heavyLang"en"
scores
en0.8089614449461617
tl0.623545516769336
fr0.5204882301656495
it0.5013599274705349
ro0.443601416287304
ca0.42916450441100157
no0.4142705005324814
sv0.40217391304347827
sq0.3972602739726027
pt0.3912562257885999
nl0.38854919399666477
da0.37888198757763975
es0.37286202964652226
de0.3626882966396292
ms0.34328358208955223
yo0.29032258064516125
et0.289864428663654
cs0.28848641655886154
hr0.2632283991962492
sl0.25474254742547425
hu0.2204110559886605
pl0.21316165951359084
sk0.19413919413919412
lt0.16158536585365854
tr0.15773353751914243
fi0.15188897455666925
lv0.14860681114551083
is0.11147011308562196
az0.10786699107866991
eu0.10786699107866991
vi0.10786699107866991
be0.05982905982905983
uk0.05417024935511608
reliabletrue
passestrue
2
name"Marie"
dialogue"Le moulin ? Oh, mon Dieu... Vous êtes de la police ? C'était affreux. Je l'ai vu. L'ombre... elle a juste... avalé cette personne. Je n'ai rien pu faire. Rien."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8000410172272354
it0.5439663236669785
ca0.4971634863331615
es0.4892613933996857
ro0.4766505636070853
nl0.4735421166306695
tl0.45255474452554745
pt0.4094488188976378
cs0.39327940261356564
no0.3879472693032015
hu0.38408085912823753
da0.38291139240506333
de0.37937619350732016
sk0.37739463601532564
yo0.3769968051118211
en0.37540038436899426
sl0.3572841133816744
et0.346514745308311
hr0.34343434343434337
sv0.29805615550755943
tr0.28884026258205686
sq0.27616926503340755
ms0.2713004484304933
pl0.26024279210925644
eu0.23828125
az0.214975845410628
lt0.1981907894736842
lv0.1935483870967742
vi0.13640389725420726
fi0.13101604278074866
is0.12398921832884095
hi0.07407407407407407
reliabletrue
passestrue
3
name"Hunter"
dialogue"I... uh... Look, I'm going to take a wild guess here. Moulin... that's the mill, yeah? You saw something. Slow down for me. Was someone else there? Can you show me what you saw? The photos."
detectedLang"en"
heavyLang"en"
scores
en0.7965783434174838
tl0.5260087506076812
sq0.42136498516320475
no0.4065733414485697
fr0.3701550387596899
da0.36149312377210213
pt0.3602362204724409
yo0.3551587301587301
nl0.34782608695652173
cs0.31386347642505275
de0.30851063829787234
ca0.30207587687902654
ms0.29245283018867924
es0.2867593269934162
sl0.27884615384615385
hr0.27347242921013415
pl0.27293064876957496
sk0.25515660809778457
lt0.2523006134969325
lv0.25057647963105306
it0.24710424710424708
sv0.22248803827751198
ro0.19019933554817275
tr0.18682235195996663
hu0.18614357262103506
et0.1847826086956522
az0.17721518987341772
fi0.12398921832884095
is0.12398921832884095
vi0.12003610108303249
hi0.07319391634980989
be0.06698564593301436
eu0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
4
name"Marie"
dialogue"Non, non, je ne peux pas. Pas ici. C'est dangereux. Vous ne comprenez pas ! Cette chose... ce n'était pas humain. Les photos sont... maudites. Elles bougent quand on les regarde trop longtemps. Il ne faut pas les voir."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8179887759745184
ca0.5412844036697247
en0.5404059747223287
it0.46808510638297873
nl0.40564635958395245
es0.3954659949622166
ro0.3874425727411945
pt0.35379644588045234
hr0.33035714285714285
no0.3254637436762226
lt0.3055555555555556
tl0.2878338278931751
da0.28741092636579574
de0.28698752228163993
sl0.27007299270072993
cs0.2485911083281152
et0.21568627450980393
hu0.2125984251968504
sk0.20687376074025116
sq0.20371599203715993
tr0.1780821917808219
fi0.16550764951321278
yo0.16550764951321278
eu0.15966386554621848
ms0.13916786226685796
az0.13294797687861273
pl0.1272727272727273
lv0.12663755458515283
hi0.11829537105069801
sv0.09159727479182439
vi0.07621247113163972
reliabletrue
passestrue
5
name"Hunter"
dialogue"maudites"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7093023255813954
cs0.5535714285714286
sk0.5535714285714286
ca0.5222929936305732
en0.5222929936305732
hr0.506578947368421
de0.4897959183673469
es0.4897959183673469
et0.4897959183673469
lt0.4897959183673469
pt0.4897959183673469
reliabletrue
passesfalse
6
name"Marie"
dialogue"Point... ah. Oui. I... point. Ici. L'ombre. Dark... shape. Here. Regardez... look. It... move."
detectedLang"en"
heavyLang"en"
scores
en0.7311827956989247
fr0.6208930075821398
tl0.5283018867924528
ca0.4163424124513619
sq0.4155844155844156
it0.39839572192513373
da0.3935309973045822
pl0.3263473053892215
es0.29906542056074764
ro0.267100977198697
yo0.265905383360522
lv0.24874791318864775
no0.24369747899159663
hr0.23599320882852293
sv0.23469387755102045
cs0.1891891891891892
nl0.1818181818181818
sk0.13793103448275862
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
et0.12280701754385964
is0.12280701754385964
lt0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passesfalse
7
name"Hunter"
dialogue"Wait, move? It's just a digital mess. I can't make anything out, Marie. Is there... I have to take this. Don't leave town, alright? I'll be back. We're not done. Hunter. Yeah, I'm with a witness now. What? Another one? Where?"
detectedLang"en"
heavyLang"en"
scores
en0.8124909851435165
tl0.5283018867924528
da0.44420692603676787
no0.36492427943331707
yo0.35323383084577115
de0.3404363267376966
sv0.3302421432251416
ca0.32326913066111396
hr0.3128964059196617
sq0.3044408774745853
cs0.30294906166219837
ro0.29232444202504076
it0.2892290869327502
pl0.2857142857142857
hu0.2753623188405797
ms0.27048260381593714
fr0.2688413948256468
es0.2545871559633027
lt0.2476851851851852
pt0.24418604651162787
sl0.24418604651162787
nl0.24330616996507565
sk0.2339422510312316
lv0.23031379514505623
tr0.21068609593199758
et0.18290383406662475
is0.15032679738562094
fi0.12457912457912458
az0.0928122819260293
eu0.0928122819260293
vi0.0928122819260293
be0.051094890510948905
uk0.046221570066030816
reliabletrue
passestrue