Run: 2026-05-10-01KR8ZZ8YH2CT2GWC3RFXEEDP8

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
43.4s
Cost:
$0.000497
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="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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: Isabella 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 Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Hunter: (Direct, authoritative tone) "Excuse me. You're the exchange student, right? Isabella?" Isabella: (Startled, voice trembling) "Sì... chi siete voi? Perché mi guardate così?" Hunter: (Frowning, confused) "I’m sorry, I don’t speak... whatever that is. I'm Detective Hunter. I'm investigating the disappearances. Were you out by the ridge yesterday evening?" Isabella: (Panic rising, speaking quickly) "Oh mio Dio, sì! Ho visto qualcosa... qualcosa di terribile! C'era un uomo, sparito nel nulla tra gli alberi. Ho provato a seguirlo, ma era come se fosse svanito nell'aria!" Hunter: (Sighing, gesturing with his hands) "Look, I don't understand a word you're saying. Slow down. Use your hands. Did you see someone? A person? Yes or no?" Isabella: (Frantic, pointing desperately at her camera) "Guardate! È tutto qui! Ho scattato una foto, ma l'immagine è distorta... c'è un'ombra che non dovrebbe esserci! Dovete vedere queste foto!" Hunter: (Rubbing his temple, impatient) "I can't read your mind, and I certainly can't read your camera screen from here. Just... point in the direction of where you were." Isabella: (Tearfully, voice shaking) "Perché non mi capite? È un incubo! Quell'uomo non era umano... non poteva essere umano!" Hunter: (Softening slightly but still confused) "Listen, I can tell you're shaken up, but we are getting nowhere without a translator. Just stay here, okay? Don't leave town." (Hunter’s phone rings loudly; he answers it abruptly) Hunter: (Into phone) "Hunter here. What? Now? I'm on my way." (To Isabella) "I have to go. Stay put. I'll find someone who speaks your language." Isabella: (Whispering to herself, terrified) "Spero che sia troppo tardi per trovarmi, perché temo che tornino per me."
created_at"2026-05-10T13:07:06.842Z" 5/10/2026, 1:07:06 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency281
moderation_latency(null)
generation_time43131
tokens_prompt321
tokens_completion1165
native_tokens_prompt303
native_tokens_completion1204
native_tokens_completion_images(null)
native_tokens_reasoning702
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)
usage0.00049691
router(null)
provider_responses
0
endpoint_id"29b94af5-d8f8-419a-9cf1-ae1f2831142b"
is_byokfalse
latency110
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Venice"
status429
1
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-RYIatBe8t0HpehGoUJLqPnBM"
is_byokfalse
latency54
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-1778418426-XaaUbD6zcAQzc34Ugy3W"
session_id(null)
api_type"completions"
id"gen-1778418426-92u3KsVNMlbajDkmxBqa"
upstream_id"chatcmpl-RYIatBe8t0HpehGoUJLqPnBM"
total_cost0.00049691
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? Isabella?"
detectedLang"en"
heavyLang"en"
scores
en0.750156152404747
tl0.6051332675222113
fr0.5807127882599581
no0.5637949836423118
nl0.5423340961098398
sq0.5283018867924528
da0.5024875621890548
sv0.43820224719101125
it0.4310099573257468
de0.42938659058487877
et0.38271604938271603
fi0.33993399339933994
ca0.3220338983050847
es0.3162393162393162
yo0.31153184165232356
ms0.28825622775800713
sl0.2687385740402194
cs0.26199261992619927
ro0.25925925925925924
pl0.25512104283054005
sk0.2438563327032136
tr0.18864097363083165
pt0.18032786885245902
hr0.16142557651991615
az0.15789473684210525
lt0.14893617021276595
lv0.14893617021276595
hu0.12854030501089325
reliabletrue
passestrue
1
name"Isabella"
dialogue"Sì... chi siete voi? Perché mi guardate così?"
detectedLang"it"
heavyLang"it"
scores
it0.7833333333333333
ro0.5729303547963206
es0.5614035087719298
sk0.5283018867924528
yo0.4406196213425129
en0.4337979094076655
fr0.4247787610619469
ca0.39138576779026213
pt0.344758064516129
hu0.3394308943089431
sl0.3380855397148676
cs0.3298969072164949
de0.3143459915611814
tl0.3143459915611814
vi0.2903930131004367
fi0.27455357142857145
ms0.2111650485436893
lv0.20537897310513448
hr0.1935483870967742
pl0.1935483870967742
nl0.1875
et0.18546365914786966
tr0.181360201511335
sq0.1751269035532995
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m sorry, I don’t speak... whatever that is. I'm Detective Hunter. I'm investigating the disappearances. Were you out by the ridge yesterday evening?"
detectedLang"en"
heavyLang"en"
scores
en0.8060548722800378
tl0.6567314132618888
nl0.5287356321839081
pt0.48232323232323226
fr0.47943118334179785
da0.4641923680083639
no0.4616596638655462
sv0.4527495995728777
it0.44951664876476904
ro0.43743139407244785
ca0.39705882352941174
cs0.3348475016223232
es0.32476943346508563
sq0.31984074319840744
de0.3036684782608695
hr0.2857142857142857
is0.2822128851540617
ms0.27510608203677517
sk0.25237053245805985
yo0.23450336071695296
sl0.19733750978856696
pl0.19227738376674547
hu0.17736757624398075
lv0.16801948051948054
et0.15776499589153656
lt0.1556836902800659
az0.15008291873963517
tr0.11178509532062392
be0.0639269406392694
uk0.057904411764705885
vi0.057904411764705885
fi0.0544280442804428
reliabletrue
passestrue
3
name"Isabella"
dialogue"Oh mio Dio, sì! Ho visto qualcosa... qualcosa di terribile! C'era un uomo, sparito nel nulla tra gli alberi. Ho provato a seguirlo, ma era come se fosse svanito nell'aria!"
detectedLang"it"
heavyLang"it"
scores
it0.803501250446588
es0.5738086013173188
pt0.5506535947712418
ca0.5250431778929188
ro0.44612286002014095
fr0.4364754098360656
en0.4344473007712082
yo0.39226519337016574
no0.38028169014084506
da0.3778280542986425
de0.36416184971098264
tl0.36416184971098264
hr0.3428912783751493
ms0.33008526187576126
sq0.3226600985221675
cs0.32140653917334977
lt0.31207004377736086
sv0.3068683049779458
fi0.3055555555555556
nl0.29577464788732394
sk0.29214929214929214
eu0.28894634776987715
sl0.2871030460142579
hu0.2612491605104097
et0.2597577388963661
vi0.25876010781671155
lv0.21930447125621005
pl0.1976659372720642
is0.16981132075471697
az0.15902140672782875
tr0.06542056074766354
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't understand a word you're saying. Slow down. Use your hands. Did you see someone? A person? Yes or no?"
detectedLang"en"
heavyLang"en"
scores
en0.8123220295107431
no0.5645645645645646
tl0.5422979797979798
da0.5370370370370371
sv0.5117845117845118
de0.4448698315467075
is0.4223107569721115
pl0.41673370876910704
nl0.4091279543602282
ca0.4076797385620915
pt0.4052502050861362
cs0.38715131022823335
ro0.3850720949957591
sk0.37821612349914235
es0.375
fr0.3712055507372073
hr0.36179577464788737
it0.36010591350397175
tr0.35669920141969835
et0.3287037037037037
sq0.32808155699721964
lv0.318609022556391
hu0.2828882294757666
ms0.240041928721174
lt0.23036093418259024
yo0.22126745435016112
az0.2093784078516903
eu0.20154185022026433
vi0.15501165501165504
sl0.11042944785276074
be0.0880503144654088
fi0.0799492385786802
uk0.0799492385786802
reliabletrue
passestrue
5
name"Isabella"
dialogue"Guardate! È tutto qui! Ho scattato una foto, ma l'immagine è distorta... c'è un'ombra che non dovrebbe esserci! Dovete vedere queste foto!"
detectedLang"it"
heavyLang"it"
scores
it0.8035676364408579
ro0.5569923371647509
ca0.5151991614255765
fr0.49810092240911563
pt0.44677033492822965
sk0.40514469453376206
en0.39344262295081966
es0.38701126573889993
tl0.3791946308724832
hr0.3549511854951185
no0.3392857142857143
cs0.30711610486891383
de0.29711246200607905
et0.29711246200607905
sl0.29711246200607905
da0.22464375523889354
pl0.21742808798646363
nl0.21610169491525424
lv0.2018981880931838
lt0.19213973799126638
yo0.18930762489044697
sq0.17704626334519571
eu0.1726296958855098
ms0.15137614678899083
fi0.14192949907235622
sv0.13308341143392688
tr0.13227016885553472
hu0.0814299900695134
vi0.0777666999002991
az0.06754032258064516
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can't read your mind, and I certainly can't read your camera screen from here. Just... point in the direction of where you were."
detectedLang"en"
heavyLang"en"
scores
en0.8248369171297415
tl0.6779209240337628
fr0.5532963647566236
nl0.5137491616364857
sv0.4850852272727273
ro0.46651949963208245
it0.45034116755117515
yo0.4474085365853659
ca0.43754848719937933
de0.43754848719937933
da0.4318181818181818
no0.43092621664050235
sq0.38245315161839866
es0.3584070796460177
ms0.3330266789328427
et0.30355427473583096
pl0.29406037000973706
fi0.2720883534136546
pt0.26693629929221435
sl0.23361522198731502
lt0.22459893048128343
az0.22126745435016112
hr0.21790722761596548
cs0.20154185022026433
hu0.17613636363636365
is0.1733181299885975
tr0.15501165501165504
lv0.15204678362573099
eu0.11585365853658537
zh0.09600997506234414
sk0.0903387703889586
be0.0880503144654088
uk0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
7
name"Isabella"
dialogue"Perché non mi capite? È un incubo! Quell'uomo non era umano... non poteva essere umano!"
detectedLang"it"
heavyLang"it"
scores
it0.7917534360683048
ro0.6240601503759399
fr0.6237772761474794
es0.5990376904570971
ca0.5780590717299579
en0.5366079703429101
pt0.5004995004995005
yo0.4742376445846478
de0.38875305623471884
tl0.38800489596083226
sl0.3368700265251989
sk0.3234100135317997
lv0.3112947658402204
cs0.3045897079276773
ms0.30362116991643456
eu0.25925925925925924
hu0.25037481259370314
no0.23195084485407066
da0.2248062015503876
pl0.2248062015503876
hr0.21996879875195008
sq0.20382165605095542
tr0.12587412587412586
az0.10554561717352416
nl0.10554561717352416
reliabletrue
passestrue
8
name"Hunter"
dialogue"Listen, I can tell you're shaken up, but we are getting nowhere without a translator. Just stay here, okay? Don't leave town."
detectedLang"en"
heavyLang"en"
scores
en0.8061076102762966
nl0.5148574893875075
tl0.511002444987775
sv0.4855305466237942
no0.46631087391594395
ro0.4550408719346049
sq0.4261119081779053
de0.4052044609665427
pl0.4020926756352765
it0.3980436418359669
hr0.3925588458618071
da0.38791124713083397
ca0.3860322333077513
pt0.3393889347646573
cs0.3097497842968076
tr0.30675909878682844
et0.30313588850174217
fr0.30313588850174217
sk0.28825622775800713
hu0.2747053490480508
lv0.26335174953959484
is0.2613111726685134
ms0.25512104283054005
es0.2537313432835821
az0.2516370439663237
sl0.2516370439663237
eu0.2409867172675522
fi0.23882017126546146
vi0.21645445641527913
lt0.20948616600790515
yo0.2047713717693837
be0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
9
name"Hunter"
dialogue"I have to go. Stay put. I'll find someone who speaks your language."
detectedLang"en"
heavyLang"en"
scores
en0.8157780667533594
da0.5758483033932136
tl0.5309050772626931
hr0.4720496894409938
pl0.46473551637279603
yo0.4613434727503169
no0.4487678339818417
et0.39716312056737585
ro0.39458689458689455
cs0.35703479576399394
lt0.3511450381679389
sk0.32432432432432434
lv0.30327868852459017
ms0.2796610169491525
is0.256993006993007
ca0.24511545293072823
sv0.24511545293072823
sq0.23971377459749554
sl0.2216117216117216
it0.21296296296296297
de0.169921875
nl0.169921875
es0.1550695825049702
eu0.1550695825049702
pt0.1550695825049702
be0.1414141414141414
fr0.1414141414141414
tr0.1414141414141414
hu0.1361788617886179
az0.1290983606557377
uk0.1290983606557377
vi0.1290983606557377
reliabletrue
passestrue
10
name"Isabella"
dialogue"Spero che sia troppo tardi per trovarmi, perché temo che tornino per me."
detectedLang"it"
heavyLang"it"
scores
it0.7992863514719001
fr0.5490981963927856
pt0.533678756476684
es0.5248152059134107
ca0.4851258581235698
sq0.4617224880382775
ms0.37586685159500693
en0.3626062322946175
no0.35344827586206895
de0.3401759530791789
nl0.27999999999999997
et0.27652733118971057
sl0.2694805194805195
ro0.2647058823529412
tl0.25124792013311154
lv0.21052631578947367
lt0.2077464788732394
sk0.17883211678832117
sv0.16820702402957485
hu0.15413533834586465
cs0.14772727272727273
hr0.14611005692599618
fi0.14285714285714285
reliabletrue
passestrue