Run: 2026-05-10-01KR8XJ1NPMAPHSACWCCVX2PJF

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 5s
Cost:
$0.000490
Provider:
DeepInfra

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
Hunter: "Excuse me. You're the exchange student, right? Melanie? I’m Detective Hunter. I’m investigating the disappearance of Sarah Jenkins. You were out by the north orchards on Tuesday—did you see anything unusual?" Melanie: "Oh! Ich... ich weiß nicht, was Sie wollen. Aber ich habe etwas gesehen. Etwas Schreckliches in den Bäumen. Ich zittere immer noch, wenn ich daran denke." Hunter: "Slow down. I don't speak... whatever that is. Look, I don't have a lot of patience for language barriers right now. Do you speak English? Any English at all?" Melanie: "Ich verstehe Sie nicht! Bitte, schauen Sie sich das an! Ich habe ein Foto gemacht, aber ich glaube, ich habe etwas fotografiert, das ich niemals hätte sehen sollen. Es war so dunkel, aber da war jemand... oder etwas." Hunter: "I can tell you're upset, but you're not making any sense to me. Just point to the camera. Did you see the girl? Yes or no? Just nod or shake your head." Melanie: "Nein! Nicht das Mädchen! Etwas anderes! Warum verstehen Sie mich nicht? Es ist so wichtig! Bitte, Sie müssen mir helfen, bevor es wieder passiert!" Hunter: "Great. Just great. I've got a missing person case and my best witness sounds like she's reciting a poem in another language. Look, just stay put. I'll find someone who can translate, or I'll get you a device—" (Hunter's phone rings; he answers it abruptly) Hunter: "Hunter here. What? Where? I'm on my way. I'll be there in five." (Hunter looks back at Melanie) Hunter: "Listen, I have to go. Stay right here at the cafe. Don't delete anything off that camera. I'll be back." Melanie: "Was? Wohin gehen Sie? Bitte gehen Sie nicht! Sie können mich nicht einfach hier allein lassen!"
created_at"2026-05-10T12:25:02.924Z" 5/10/2026, 12:25:02 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency209
moderation_latency(null)
generation_time57874
tokens_prompt319
tokens_completion1143
native_tokens_prompt303
native_tokens_completion1187
native_tokens_completion_images(null)
native_tokens_reasoning694
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)
usage0.00049045
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-R0N1Wv0rtX1FmFM7N1Pfp7r6"
is_byokfalse
latency46
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"DeepInfra"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778415902-5x5CyokfkWLAStnJaCho"
session_id(null)
api_type"completions"
id"gen-1778415902-aEYEK5Bc7lRIdMXGhiif"
upstream_id"chatcmpl-R0N1Wv0rtX1FmFM7N1Pfp7r6"
total_cost0.00049045
cache_discount(null)
upstream_inference_cost0
provider_name"DeepInfra"
response_cache_source_id(null)

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me. You're the exchange student, right? Melanie? I’m Detective Hunter. I’m investigating the disappearance of Sarah Jenkins. You were out by the north orchards on Tuesday—did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7809508356319974
tl0.6533127889060093
fr0.5110467222021007
no0.4666139865665745
nl0.458048976314733
ms0.43277310924369744
da0.4230769230769231
ro0.40476190476190477
de0.39999999999999997
sq0.3902439024390244
pt0.3841240875912409
it0.3829981718464351
et0.3487698986975398
cs0.33985330073349634
sk0.3320138545274617
es0.32668329177057354
ca0.29577464788732394
hr0.29503916449086165
sv0.2894736842105263
pl0.2626979792463135
sl0.2549668874172185
yo0.2407199100112486
fi0.17380660954712362
az0.16305021698698077
is0.1439441978440076
tr0.1412213740458015
lv0.13903061224489796
lt0.12677878395860284
hi0.058577405857740586
hu0.04187366926898509
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh! Ich... ich weiß nicht, was Sie wollen. Aber ich habe etwas gesehen. Etwas Schreckliches in den Bäumen. Ich zittere immer noch, wenn ich daran denke."
detectedLang"de"
heavyLang"de"
scores
de0.8252107752416205
nl0.618491921005386
en0.42991281019450034
no0.39372325249643364
sv0.36472346786248133
da0.3516399694889397
eu0.32270916334661354
ms0.31062449310624496
tl0.288107202680067
it0.2747440273037543
pl0.2678725236864771
yo0.22797456857402362
fi0.2216117216117216
sl0.22018348623853207
es0.21803127874885006
ro0.21514312096029548
tr0.20782851817334574
cs0.18582375478927202
ca0.17315175097276264
fr0.17073170731707318
sk0.1273100616016427
hu0.09957627118644068
az0.08993576017130622
sq0.07709011943539631
reliabletrue
passestrue
2
name"Hunter"
dialogue"Slow down. I don't speak... whatever that is. Look, I don't have a lot of patience for language barriers right now. Do you speak English? Any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8210831721470019
tl0.6232179226069247
no0.5630609352857818
da0.5569923371647509
fr0.463768115942029
yo0.4612696563774025
nl0.449404761904762
de0.39778645833333326
pt0.39621409921671025
ca0.3849734042553192
sq0.3720298710115411
cs0.365133836650652
sv0.3522408963585434
ro0.34536447275300775
it0.336441893830703
hr0.32383040935672514
is0.30346385542168675
hu0.2895545314900153
pl0.2879137798306389
sk0.2652899126290707
lt0.2510121457489879
es0.24180327868852455
et0.2399342645850452
lv0.23805601317957167
sl0.23553719008264462
eu0.21142369991474852
vi0.20872540633019673
ms0.1935483870967742
tr0.1878841088674276
az0.12570888468809074
be0.07035175879396985
fi0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe Sie nicht! Bitte, schauen Sie sich das an! Ich habe ein Foto gemacht, aber ich glaube, ich habe etwas fotografiert, das ich niemals hätte sehen sollen. Es war so dunkel, aber da war jemand... oder etwas."
detectedLang"de"
heavyLang"de"
scores
de0.8292867981790591
nl0.5330012453300125
no0.45361826129188926
en0.3892508143322475
da0.35344827586206895
pl0.34210526315789475
ca0.336283185840708
pt0.3226971703792896
it0.3169398907103825
sl0.30254184748915064
ro0.30037313432835816
es0.2875237492083597
sk0.27884615384615385
et0.26518615284128016
yo0.25397877984084877
fi0.23469387755102045
eu0.23365122615803816
sq0.23365122615803816
hr0.21820708825573315
lv0.21328671328671328
ms0.21328671328671328
tr0.21107994389901824
lt0.20718816067653278
cs0.20662905500705217
sv0.20099431818181818
fr0.19757489300998574
vi0.19412607449856734
hu0.19239052404881551
az0.16604892512972572
is0.12109375000000001
tl0.11833855799373041
reliabletrue
passestrue
4
name"Hunter"
dialogue"I can tell you're upset, but you're not making any sense to me. Just point to the camera. Did you see the girl? Yes or no? Just nod or shake your head."
detectedLang"en"
heavyLang"en"
scores
en0.7962607861936721
tl0.6494845360824743
ca0.5052386495925495
fr0.5008807985907222
no0.4491250810110175
it0.40848990953375086
da0.3902439024390244
et0.3786549707602339
pl0.3694362017804154
es0.36661698956780925
sv0.35654806964420893
pt0.35064935064935066
sq0.3446414803392444
nl0.3328100470957614
tr0.32324840764331214
ms0.31006493506493504
hr0.2951907131011609
yo0.2802709568162574
ro0.2722602739726028
lv0.27101200686106347
cs0.2697594501718213
sk0.2576419213973799
de0.20708955223880596
sl0.19735599622285174
fi0.17475728155339806
lt0.16420845624385447
az0.1414141414141414
is0.1361788617886179
be0.07608695652173912
hu0.07306434023991276
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
5
name"Melanie"
dialogue"Nein! Nicht das Mädchen! Etwas anderes! Warum verstehen Sie mich nicht? Es ist so wichtig! Bitte, Sie müssen mir helfen, bevor es wieder passiert!"
detectedLang"de"
heavyLang"de"
scores
de0.8364568599717115
nl0.5349421820010055
da0.460955710955711
no0.460955710955711
sv0.3638239339752407
pt0.34490084985835695
ca0.30451127819548873
es0.2857142857142857
it0.2722265932336742
pl0.27107959022852635
en0.2180896027049873
lv0.21742808798646363
hu0.2167654530059272
et0.20804794520547945
tr0.16891284815813118
az0.16365280289330925
lt0.1537053979871912
hr0.15137614678899083
fr0.14825046040515655
tl0.14192949907235622
sl0.1403345724907063
is0.1248817407757805
yo0.11988582302568983
ro0.11820781696854146
sq0.11820781696854146
eu0.11057692307692307
hi0.10281280310378274
sk0.10281280310378274
cs0.0975609756097561
vi0.0966796875
fi0.08687068114511352
ms0.06565656565656565
reliabletrue
passestrue
6
name"Hunter"
dialogue"Great. Just great. I've got a missing person case and my best witness sounds like she's reciting a poem in another language. Look, just stay put. I'll find someone who can translate, or I'll get you a device—"
detectedLang"en"
heavyLang"en"
scores
en0.8026964814205854
tl0.5804195804195804
ro0.480294499783456
nl0.4258373205741627
da0.4094488188976378
no0.4076999012833169
sv0.4065281899109792
de0.40564635958395245
is0.39424533064109035
it0.393633148054573
pt0.37597503900156004
fr0.3576017130620985
hr0.35170178282009723
ca0.3329627570872707
es0.3254637436762226
ms0.32318104906937395
cs0.32088285229202035
az0.2895204262877442
sk0.286563614744352
sl0.2766726943942134
et0.26199261992619927
pl0.2546583850931677
lt0.23809523809523808
yo0.23518164435946462
lv0.2312620115310698
tr0.22978177150192552
sq0.19571045576407506
hu0.1543340380549683
eu0.1519434628975265
vi0.11634756995581737
fi0.10514541387024609
be0.07692307692307693
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hunter here. What? Where? I'm on my way. I'll be there in five."
detectedLang"en"
heavyLang"en"
scores
en0.8282967032967032
de0.5241116751269036
tl0.460431654676259
yo0.4212962962962963
pl0.4094488188976378
sq0.3872549019607844
nl0.3686868686868687
sl0.36224489795918363
it0.358974358974359
ro0.34895833333333337
fr0.32553956834532377
sv0.3206521739130435
cs0.30037313432835816
sk0.30037313432835816
ca0.2964352720450282
et0.29111531190926276
fi0.2857142857142857
ms0.2632612966601179
hu0.2378048780487805
lt0.2299794661190965
hr0.19006479481641467
az0.1830065359477124
hi0.1830065359477124
da0.17943107221006563
no0.17218543046357618
pt0.14383561643835618
tr0.1359447004608295
reliabletrue
passestrue
8
name"Hunter"
dialogue"Listen, I have to go. Stay right here at the cafe. Don't delete anything off that camera. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8057553956834533
tl0.6280991735537189
da0.5861434702636419
no0.5752045311516677
yo0.4672454617205999
sq0.4453574363188167
sv0.43983402489626555
ro0.4015957446808511
pl0.3924392439243924
it0.3715083798882682
hu0.3401759530791789
nl0.33693516699410614
de0.32969215491559084
hr0.3283582089552239
ca0.31262729124236255
cs0.30698151950718683
fr0.30124223602484473
lt0.29245283018867924
lv0.28646934460887946
sk0.28038379530916846
sl0.2741935483870968
es0.25331858407079644
ms0.2524916943521595
tr0.23900789177001125
fi0.21784472769409038
pt0.17481662591687042
et0.16974169741697415
is0.1646039603960396
eu0.14772727272727273
be0.09395973154362416
az0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
9
name"Melanie"
dialogue"Was? Wohin gehen Sie? Bitte gehen Sie nicht! Sie können mich nicht einfach hier allein lassen!"
detectedLang"de"
heavyLang"de"
scores
de0.828001375988992
nl0.6765847347994826
no0.43883277216610556
sv0.3796526054590571
da0.3564993564993565
fi0.34554973821989526
fr0.3403693931398417
en0.3055555555555556
et0.2826398852223816
is0.2826398852223816
it0.24698795180722888
eu0.18699186991869918
pl0.1830065359477124
hu0.17763157894736845
cs0.16666666666666666
yo0.1482112436115843
az0.1334488734835355
tl0.12280701754385964
reliabletrue
passestrue