Run: 2026-05-10-01KR8WQWPHTRS8KYZ51BENXYZZ

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
36.7s
Cost:
$0.000481
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: "Excuse me. You're the exchange student, right? I'm Detective Hunter. I'm investigating the disappearance from last night near the town square. Were you out taking photos around then?" Isabella: "Oh cielo... non posso crederci che sia qui. Mi sento ancora scossa. È stato così veloce, non ho avuto il tempo di reagire!" Hunter: "I'm sorry, I don't speak... whatever that is. Do you speak English? Even a little bit?" Isabella: "Non capisco cosa mi stia chiedendo. Per favore, deve ascoltarmi! Ho visto qualcosa di terribile tra gli alberi. C'era un uomo, poi... è semplicemente sparito!" Hunter: "Look, I don't have time for a language lesson. Just nod or shake your head. Did you see someone? Did you see a struggle?" Isabella: "Perché mi guarda così? Non capite? Guardate la mia macchina fotografica! Ho scattato una foto, ma l'immagine è sfocata... credo di aver catturato qualcosa di anormale." Hunter: "I can't understand a word you're saying. Are you trying to show me the camera? Just give it here—wait, I can't just take your property without a warrant or your consent, and I can't even ask for it." Isabella: "È un incubo. Come posso spiegarle che quell'uomo non era solo? C'era un'ombra dietro di lui, qualcosa che non sembrava umano!" Hunter: "You're shaking. Just stay put. I'll find someone who speaks Italian, or I'll get a translator on the phone. Just don't move from this table, okay?" Isabella: "Spero che lei possa aiutarmi, detective. Ho paura che tornerà per me." Hunter: *(Phone rings; he answers abruptly)* "Hunter here. What? Another one? Where? ...Dammit. I'm on my way." *(To Isabella)* "I have to go. Stay right here. Don't leave the cafe."
created_at"2026-05-10T12:10:39.194Z" 5/10/2026, 12:10:39 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency253
moderation_latency(null)
generation_time36574
tokens_prompt321
tokens_completion1095
native_tokens_prompt303
native_tokens_completion1161
native_tokens_completion_images(null)
native_tokens_reasoning652
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)
usage0.00048057
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-RHBKEuuAAvP2bONIxODePiia"
is_byokfalse
latency61
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-1778415039-KJFb6DVteyJlwTswlWbY"
session_id(null)
api_type"completions"
id"gen-1778415039-TmTA3XlXZzGFE334F1hV"
upstream_id"chatcmpl-RHBKEuuAAvP2bONIxODePiia"
total_cost0.00048057
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? I'm Detective Hunter. I'm investigating the disappearance from last night near the town square. Were you out taking photos around then?"
detectedLang"en"
heavyLang"en"
scores
en0.8023005032350826
tl0.6601791782514674
fr0.5709828393135725
nl0.5348837209302325
no0.4816211121583412
it0.4615761135584924
de0.4480682388359258
ro0.4370522006141249
pt0.4300518134715026
sq0.4101876675603217
da0.40828402366863903
sv0.36083672283556073
es0.34210526315789475
ca0.3288590604026846
sl0.3263931414574403
cs0.30774071743234743
ms0.3006993006993007
et0.28664072632944226
hr0.27007299270072993
sk0.2651970607882432
lt0.2005813953488372
pl0.18093819806403572
yo0.1791044776119403
tr0.17787742899850523
fi0.1628614916286149
lv0.16094584286803967
is0.15966386554621848
az0.14926527455529776
hi0.06542056074766354
hu0.05090595340811044
reliabletrue
passestrue
1
name"Isabella"
dialogue"Oh cielo... non posso crederci che sia qui. Mi sento ancora scossa. È stato così veloce, non ho avuto il tempo di reagire!"
detectedLang"it"
heavyLang"it"
scores
it0.8099065826634803
pt0.5318352059925093
fr0.4915746658919233
ca0.47761194029850745
es0.41899070385126164
sk0.375
en0.3640988372093023
ms0.3613138686131387
cs0.359912216532553
ro0.35281065088757396
yo0.32484567901234573
no0.3158717748240813
tl0.3158717748240813
lv0.27805280528052806
nl0.2702251876563803
lt0.2677824267782427
az0.25531914893617025
pl0.24698795180722888
tr0.24111014744145706
hr0.23580786026200873
sl0.19651056014692378
sq0.1913123844731978
da0.18906394810009267
sv0.18906394810009267
de0.18680297397769516
fi0.1830065359477124
eu0.16347992351816445
vi0.09979423868312756
hu0.08854166666666667
et0.06316916488222697
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I don't speak... whatever that is. Do you speak English? Even a little bit?"
detectedLang"en"
heavyLang"en"
scores
en0.8172150216018612
tl0.5589414595028067
hr0.4940202391904324
sv0.48356807511737093
no0.46131243878550443
pt0.45972495088408644
da0.45054945054945056
cs0.44889779559118237
nl0.4427558257345492
yo0.4234800838574424
hu0.4066882416396979
pl0.40476190476190477
it0.3820224719101124
sk0.3778280542986425
sq0.3699885452462772
ro0.35370152761457113
ca0.3325242718446602
fr0.3251533742331288
vi0.30730478589420657
is0.2948717948717949
sl0.2763157894736842
tr0.2109038737446198
lt0.20863309352517986
de0.20174165457184323
ms0.19708029197080293
az0.19472913616398244
lv0.19472913616398244
es0.1935483870967742
et0.1863905325443787
be0.11290322580645161
eu0.11290322580645161
fi0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non capisco cosa mi stia chiedendo. Per favore, deve ascoltarmi! Ho visto qualcosa di terribile tra gli alberi. C'era un uomo, poi... è semplicemente sparito!"
detectedLang"it"
heavyLang"it"
scores
it0.8063802323437211
ca0.5805033959248901
es0.5723014256619144
pt0.5617696160267112
fr0.5274527452745275
en0.4514106583072101
ro0.40978077571669475
tl0.3941142527409118
no0.35064935064935066
nl0.3425172197871008
yo0.33962264150943394
sk0.317738791423002
sl0.30966469428007887
de0.29953302201467646
da0.2905405405405405
ms0.267271458478716
lt0.2510699001426534
cs0.24078091106290672
hr0.23525127458120904
sq0.23020527859237538
sv0.22048997772828507
lv0.18541505042668738
hu0.18351477449455675
vi0.18351477449455675
eu0.13580246913580246
is0.125
tr0.12353923205342236
fi0.12280701754385964
pl0.11541701769165964
az0.05660377358490566
et0.05660377358490566
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't have time for a language lesson. Just nod or shake your head. Did you see someone? Did you see a struggle?"
detectedLang"en"
heavyLang"en"
scores
en0.7993694468329035
tl0.5394736842105263
da0.513212795549374
no0.494949494949495
et0.44620253164556967
sv0.4142259414225941
ro0.4042553191489362
is0.38917975567190227
hr0.3676603432700994
fr0.3642143505903724
pt0.3566176470588235
cs0.3482309124767225
ca0.33396764985727884
it0.3048659384309831
ms0.2907801418439716
sq0.2805755395683453
yo0.2776057791537668
pl0.24812030075187969
hu0.24160346695557963
nl0.23580786026200873
de0.23329682365826945
es0.23076923076923078
lt0.2290748898678414
sk0.22394678492239467
az0.21524663677130043
lv0.21524663677130043
sl0.17550058892815076
eu0.17452830188679244
tr0.17355371900826447
vi0.15966386554621848
be0.09090909090909091
fi0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue
5
name"Isabella"
dialogue"Perché mi guarda così? Non capite? Guardate la mia macchina fotografica! Ho scattato una foto, ma l'immagine è sfocata... credo di aver catturato qualcosa di anormale."
detectedLang"it"
heavyLang"it"
scores
it0.796325186340787
ro0.5676968359087564
ca0.5503252965939534
pt0.5042194092827005
es0.49850618864703367
en0.4961406518010291
fr0.47824156305506216
tl0.45450324976787365
sk0.3297204791785511
de0.32548794489092997
sq0.32315668202764974
yo0.31004110393423373
pl0.2857142857142857
cs0.28090575275397794
ms0.28090575275397794
sl0.2800245098039216
et0.2755856966707768
no0.25349428208386277
lt0.23202614379084968
hr0.2284963887065003
nl0.22595520421607376
tr0.21509686038744155
lv0.18289290681502088
da0.18118466898954705
vi0.1806136680613668
hu0.17485955056179778
az0.17369901547116737
eu0.1398243045387994
sv0.09126063418406806
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can't understand a word you're saying. Are you trying to show me the camera? Just give it here—wait, I can't just take your property without a warrant or your consent, and I can't even ask for it."
detectedLang"en"
heavyLang"en"
scores
en0.8211243611584327
tl0.6036240090600227
no0.5343680709534367
da0.5289367429340512
ro0.48805460750853247
nl0.477871705619095
fr0.44881889763779526
ca0.44765912677538144
it0.42052980132450335
sv0.4111048794167134
sq0.3934142114384749
yo0.373134328358209
cs0.36363636363636365
pt0.36325045482110374
es0.33920704845814975
pl0.3273542600896861
sk0.31462140992167104
ms0.3023255813953488
et0.3013972055888224
hr0.29388029589778075
sl0.29340511440107675
lv0.28619986403806935
de0.27735719201651754
lt0.2335766423357664
tr0.1904394757131843
hu0.17517674783974863
az0.16864608076009502
is0.16798732171156894
eu0.1191275167785235
fi0.11616161616161616
vi0.11242603550295857
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
7
name"Isabella"
dialogue"È un incubo. Come posso spiegarle che quell'uomo non era solo? C'era un'ombra dietro di lui, qualcosa che non sembrava umano!"
detectedLang"it"
heavyLang"it"
scores
it0.7959183673469388
fr0.4997057092407298
es0.48609431680773885
ca0.48391013964784463
pt0.4720496894409938
ro0.44408109875735774
ms0.38804895608351336
en0.358974358974359
tl0.33800623052959505
yo0.30668841761827076
lv0.2778249787595582
de0.24911660777385158
sl0.23076923076923078
sk0.17794970986460348
eu0.17073170731707318
cs0.16338582677165356
hr0.10620399579390116
vi0.10242872228088702
nl0.08306364617044228
da0.08008658008658008
lt0.08008658008658008
reliabletrue
passestrue
8
name"Hunter"
dialogue"You're shaking. Just stay put. I'll find someone who speaks Italian, or I'll get a translator on the phone. Just don't move from this table, okay?"
detectedLang"en"
heavyLang"en"
scores
en0.8123620309050772
tl0.6247240618101545
fr0.507531865585168
nl0.41135734072022156
et0.40476190476190477
hr0.40476190476190477
es0.38226744186046513
ro0.38001458789204956
da0.37407952871870404
sv0.3670886075949367
ca0.366144668158091
de0.3651979088872293
pt0.3651979088872293
sq0.3431221020092735
no0.34006211180124224
ms0.3259318001586043
yo0.30384930384930386
sl0.2916666666666667
fi0.28989139515455303
pl0.2772108843537415
cs0.276595744680851
vi0.25503943908851884
tr0.24977934686672548
it0.24377224199288253
sk0.23971377459749554
is0.22445255474452555
lt0.19962335216572505
az0.18111753371868977
hu0.1550695825049702
eu0.1388044579533941
lv0.1388044579533941
hi0.08993576017130622
reliabletrue
passestrue
9
name"Isabella"
dialogue"Spero che lei possa aiutarmi, detective. Ho paura che tornerà per me."
detectedLang"it"
heavyLang"it"
scores
it0.7894736842105263
ca0.6138996138996139
pt0.5990376904570971
en0.536178107606679
fr0.5340167753960857
ro0.4813278008298755
es0.4703389830508474
no0.419953596287703
sq0.40119760479041916
tl0.37810945273631835
nl0.3394980184940555
de0.32523616734143057
fi0.2937853107344633
ms0.2690058479532163
cs0.2625368731563422
sv0.2401215805471125
sl0.2366412213740458
lt0.19093851132686085
sk0.18166939443535188
az0.17355371900826447
et0.15966386554621848
da0.14383561643835618
hr0.11816578483245149
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Stay right here. Don't leave the cafe."
detectedLang"en"
heavyLang"en"
scores
en0.8257839721254355
tl0.6089385474860335
da0.6076233183856502
yo0.5793269230769231
no0.5472186287192755
pl0.513212795549374
sq0.4712990936555891
hr0.42148760330578516
cs0.40273037542662116
sv0.38162544169611307
sk0.36823104693140796
lv0.34579439252336447
lt0.3230174081237911
fr0.3027888446215139
ca0.2827868852459016
sl0.25690021231422505
it0.24731182795698922
ro0.20454545454545453
nl0.1935483870967742
ms0.1822429906542056
de0.17452830188679244
be0.16666666666666666
tr0.16666666666666666
hu0.1606714628297362
az0.15254237288135594
et0.15254237288135594
is0.15254237288135594
uk0.15254237288135594
vi0.15254237288135594
reliabletrue
passestrue