Run: 2026-05-10-01KR8VEW74YXZMX7VJBBBEW415

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
38.9s
Cost:
$0.000215
Provider:
Novita

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="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
Hunter: "Excuse me. I don't mean to interrupt your breakfast, but I'm Detective Hunter. I noticed you were out by the old mill yesterday afternoon. Did you see anyone heading toward the woods around four o'clock?" Marie: "Oh! Vous m'avez fait peur ! Je... oui, j'étais là pour la lumière. C'était magnifique, mais j'ai vu quelque chose de très étrange." Hunter: "Slow down. I don't speak... whatever that is. Do you speak English? I just need to know if you saw a man in a grey jacket." Marie: "Je ne comprends pas. Je ne parle pas anglais. Mais cet homme... il semblait terrifié ! Il courait comme si quelqu'un le chassait. J'ai essayé de prendre une photo, mais tout est allé si vite." Hunter: "Look, I can tell you're upset, but you're not helping me if I can't understand you. Is there anyone here who can translate? A hotel manager? A classmate?" Marie: "S'il vous plaît, regardez mon appareil ! Je crois que j'ai capturé un détail important en arrière-plan. Regardez ici, dans le coin de l'image. C'est ça que vous cherchez, n'est-ce pas ?" Hunter: "I have no idea what you're saying, but you're waving that camera around like it's a piece of evidence. Just... hold on. Let me see." (Hunter's phone rings loudly; he answers it) Hunter: "Hunter here. What? Another one? Where? Alright, I'm on my way. I'll be there in five." Hunter: "Listen, I have to go. Stay right here. Don't move. I'll come back with someone who can actually tell me what you're talking about." Marie: "Attendez ! Ne partez pas ! Je peux vous montrer davantage !"
created_at"2026-05-10T11:48:15.411Z" 5/10/2026, 11:48:15 AM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency2342
moderation_latency(null)
generation_time38641
tokens_prompt316
tokens_completion413
native_tokens_prompt314
native_tokens_completion428
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"
service_tier(null)
usage0.00021516
router(null)
provider_responses
0
endpoint_id"69279254-6a96-4e9d-abc6-ea76e6bf8e97"
id"6e3ac106ef8b58ecadd6ee04b8b42c98"
is_byokfalse
latency2188
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Novita"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778413695-Fdt9oOU8KfCFdcFW52cO"
session_id(null)
api_type"completions"
id"gen-1778413695-F83m2cK14RJzmeinZq9M"
upstream_id"6e3ac106ef8b58ecadd6ee04b8b42c98"
total_cost0.00021516
cache_discount(null)
upstream_inference_cost0
provider_name"Novita"
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. I don't mean to interrupt your breakfast, but I'm Detective Hunter. I noticed you were out by the old mill yesterday afternoon. Did you see anyone heading toward the woods around four o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.7907276239536382
tl0.6275071633237822
no0.41677882458501575
da0.39167056621431917
nl0.3573900148294612
fr0.34541792547834843
sk0.3288590604026846
it0.32150313152400833
cs0.31362196409714893
sq0.31362196409714893
pl0.30592632140950343
pt0.30406852248394006
es0.2942453854505972
ro0.2773763201778766
ca0.2655367231638418
ms0.2647058823529412
sv0.24898902368573078
sl0.24198250728862972
yo0.23842999414176916
hr0.23753665689149558
et0.23439340400471145
lv0.23076923076923078
de0.16666666666666666
lt0.15803108808290156
is0.15584415584415584
tr0.13391072618254496
hu0.0953375086986778
az0.09090909090909091
vi0.08835904628330996
eu0.059334298118668596
fi0.05454545454545454
be0.051094890510948905
uk0.046221570066030816
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh! Vous m'avez fait peur ! Je... oui, j'étais là pour la lumière. C'était magnifique, mais j'ai vu quelque chose de très étrange."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8155564924114671
pt0.4321868916288125
ca0.4314489928525016
en0.42509855453350853
nl0.4039509536784741
it0.3668596237337192
es0.3532889874353289
ro0.34750186428038776
yo0.3330792682926829
no0.3072050673000791
tl0.3072050673000791
sq0.29605792437650846
de0.26716917922948075
da0.2640874684608915
sv0.23447069116360456
vi0.21594982078853048
sl0.1650763358778626
hr0.16347992351816445
cs0.14383561643835618
sk0.14215686274509806
lt0.12236710130391174
lv0.10440122824974411
tr0.10071942446043164
hu0.09979423868312756
pl0.09420289855072464
is0.08568443051201673
fi0.07991587802313353
eu0.07407407407407407
az0.06716417910447761
ms0.06716417910447761
reliabletrue
passestrue
2
name"Hunter"
dialogue"Slow down. I don't speak... whatever that is. Do you speak English? I just need to know if you saw a man in a grey jacket."
detectedLang"en"
heavyLang"en"
scores
en0.8183705241307733
tl0.5765275257108288
sv0.5681677976557681
yo0.47328818660647104
da0.4648318042813456
pl0.45862335653518943
no0.45652173913043476
cs0.452697419859265
nl0.4501178318931658
hr0.44400317712470216
sl0.409282700421941
sk0.3996569468267582
ro0.38757655293088367
de0.36479128856624315
it0.3560257589696412
hu0.35004642525533886
pt0.3445692883895131
et0.3439550140581068
lv0.34148635936030103
ca0.33396764985727884
lt0.3288590604026846
sq0.3157380254154448
ms0.3069306930693069
vi0.2584745762711864
is0.24731182795698922
az0.2366412213740458
fr0.2125984251968504
tr0.17355371900826447
es0.15865384615384615
be0.09090909090909091
eu0.09090909090909091
fi0.08256880733944955
uk0.08256880733944955
reliabletrue
passestrue
3
name"Marie"
dialogue"Je ne comprends pas. Je ne parle pas anglais. Mais cet homme... il semblait terrifié ! Il courait comme si quelqu'un le chassait. J'ai essayé de prendre une photo, mais tout est allé si vite."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8144263353235437
it0.5595557257755649
ca0.5329000812347685
ro0.47102115915363385
es0.4603472548099484
en0.45754716981132076
sl0.4221105527638191
pt0.39790575916230364
sq0.3882978723404255
nl0.37431991294885747
tl0.3621741541874653
no0.34844192634560905
yo0.343607305936073
lt0.3356441363373772
cs0.3348756506651243
az0.3076459963877182
sk0.29835265405735206
da0.29274292742927427
de0.27122940430925224
hr0.2707672796448954
hu0.26140012845215155
tr0.2609254498714653
sv0.2219215155615697
ms0.21124828532235942
et0.20525224602626124
lv0.18207681365576103
fi0.16363636363636364
pl0.15874177029992684
bg0.07999999999999999
hi0.06275468622656886
eu0.05737704918032788
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I can tell you're upset, but you're not helping me if I can't understand you. Is there anyone here who can translate? A hotel manager? A classmate?"
detectedLang"en"
heavyLang"en"
scores
en0.8002943031322262
tl0.5849716033202271
no0.5180111618467783
nl0.5082815734989649
da0.4822888283378747
sv0.4701617401003904
de0.45308002302820954
ro0.4470314318975553
it0.4424882629107981
sq0.4124922696351268
pt0.40550688360450565
fr0.3933588761174968
cs0.37745740498034075
ca0.37376400791034936
es0.3546195652173913
et0.34164934164934163
ms0.33797909407665505
sk0.3356643356643356
sl0.3286219081272085
hr0.32239657631954355
fi0.29681717246484085
pl0.28517682468021066
hu0.28409947249434814
tr0.27756653992395436
az0.2641363284275755
yo0.2554858934169279
is0.24242424242424243
lt0.22448979591836735
lv0.2142266335814723
vi0.18872758326216907
eu0.12603495860165592
be0.06862745098039216
uk0.06219151036525173
reliabletrue
passestrue
5
name"Marie"
dialogue"S'il vous plaît, regardez mon appareil ! Je crois que j'ai capturé un détail important en arrière-plan. Regardez ici, dans le coin de l'image. C'est ça que vous cherchez, n'est-ce pas ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8126730737905197
ca0.5807510025519504
es0.5427435387673956
it0.46610956360259986
ro0.45729117508258615
nl0.45212005717008097
en0.4460500963391137
da0.3621741541874653
pt0.34059633027522934
sq0.2966360856269113
yo0.2966360856269113
no0.28393524283935245
sl0.2780916509730069
sv0.2575855390574564
tl0.25032594524119944
tr0.2374005305039788
de0.17680744452397998
hr0.1732566498921639
eu0.16907514450867053
hu0.1449814126394052
lv0.12680334092634776
lt0.12347560975609757
cs0.1133384734001542
ms0.1133384734001542
sk0.11196911196911197
is0.1043613707165109
pl0.0733279613215149
fi0.06807131280388978
hi0.06351791530944625
az0.05193734542456719
reliabletrue
passestrue
6
name"Hunter"
dialogue"I have no idea what you're saying, but you're waving that camera around like it's a piece of evidence. Just... hold on. Let me see."
detectedLang"en"
heavyLang"en"
scores
en0.8170173833485819
tl0.5710455764075067
ca0.511002444987775
no0.49238578680203043
es0.47194719471947194
fr0.4550408719346049
lv0.45092656142759097
et0.44713199723566
it0.4444444444444444
pt0.4207096307023896
cs0.42028985507246375
da0.4060876020786934
nl0.39439818319454956
yo0.3655828707375099
ro0.36457505957108816
hr0.3548387096774194
sk0.3548387096774194
sq0.3447993447993448
tr0.33444259567387685
pl0.3277310924369748
sv0.32489451476793246
sl0.30915371329879104
ms0.27007299270072993
fi0.2647058823529412
is0.22103213242453748
hu0.2179863147605083
de0.2172211350293542
lt0.15343915343915343
az0.14255091103965703
vi0.14255091103965703
hi0.09502262443438914
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hunter here. What? Another one? Where? Alright, I'm on my way. I'll be there in five."
detectedLang"en"
heavyLang"en"
scores
en0.823259102156239
tl0.5483288166214996
de0.49341438703140833
pl0.40968122786304606
yo0.40968122786304606
fr0.33774834437086093
sq0.32157394843962006
da0.31880108991825606
nl0.3045897079276773
sl0.29873772791023845
it0.29577464788732394
ro0.2867332382310985
sv0.26144756277695713
hr0.25925925925925924
cs0.24357034795764
sk0.24357034795764
ca0.2401215805471125
et0.23547400611620795
no0.2331288343558282
fi0.23076923076923078
ms0.21135646687697163
hu0.18962722852512154
lt0.1830065359477124
es0.16666666666666666
az0.14383561643835618
hi0.14383561643835618
pt0.11190053285968028
tr0.10554561717352416
reliabletrue
passestrue
8
name"Hunter"
dialogue"Listen, I have to go. Stay right here. Don't move. I'll come back with someone who can actually tell me what you're talking about."
detectedLang"en"
heavyLang"en"
scores
en0.8218142548596111
tl0.5220162224797219
no0.45291777188328913
da0.4353182751540041
sq0.35039370078740156
pl0.34575733544805715
it0.3352135374697824
fr0.31986809563066776
pt0.3170529801324503
nl0.3130724396336387
yo0.3125
sv0.3119266055045872
es0.29426860564585117
de0.2918454935622317
hr0.2857142857142857
ca0.28323197219808866
cs0.26601423487544484
lv0.24726277372262775
sl0.24519670631290025
fi0.2417279411764706
sk0.2417279411764706
ro0.23041044776119401
tr0.20596727622714148
is0.19825072886297376
lt0.16834677419354838
ms0.1641337386018237
et0.1607324516785351
hu0.15123456790123457
az0.14507772020725387
eu0.12420382165605094
be0.0782122905027933
uk0.07094594594594594
vi0.07094594594594594
reliabletrue
passestrue
9
name"Marie"
dialogue"Attendez ! Ne partez pas ! Je peux vous montrer davantage !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.792358803986711
ca0.6323529411764706
it0.5828698553948832
en0.5748299319727891
hr0.5634458672875436
tl0.5577830188679246
nl0.5432399512789281
es0.5173745173745175
de0.5078740157480316
sq0.4959677419354839
sl0.49528936742934054
tr0.48910081743869205
yo0.4863013698630137
lt0.4798890429958391
pt0.46504992867332384
ro0.46428571428571425
da0.4485294117647059
cs0.4377811094452773
no0.4204018547140649
sv0.416796267496112
sk0.41588785046728977
lv0.4009584664536741
ms0.39710610932475876
fi0.3872549019607844
az0.32795698924731176
pl0.30037313432835816
hu0.27884615384615385
et0.2647058823529412
eu0.1758241758241758
reliabletrue
passestrue