Run: 2026-05-10-01KR8X0PSPTTCRV7AHDMTCAPK0

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
36.5s
Cost:
$0.000537
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="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. You're the exchange student, right? Marie? I'm Detective Hunter. I'm canvassing the area regarding the disappearance of the young woman from the orchard yesterday. Were you out taking photos near the north ridge around four o'clock?" Marie: "Oh mon Dieu... oui, j'étais là. Je crois que j'ai vu quelque chose. Quelque chose de terrible!" Hunter: "I’m sorry? I don't speak French. Do you speak English? Even a little bit?" Marie: "Je ne comprends pas... l'anglais? Non, je ne parle pas anglais. S'il vous plaît, écoutez-moi! J'ai vu une voiture noire, elle roulait beaucoup trop vite près du ravin!" Hunter: "Look, I have no idea what you're saying. Are you trying to tell me you saw something? Just... point? Use your hands?" Marie: (Pointing frantically at her camera) "Regardez! Regardez les photos! Je pense que j'ai capturé le conducteur, mais c'est flou. Je tremble encore, c'était si effrayant!" Hunter: "I can see you're upset, but I can't make heads or tails of this. Is there anyone in this cafe who can translate for us? I need actual information, not gestures." Marie: "Pourquoi ne comprenez-vous pas? C'est important! Elle a disparu et j'ai peut-être la preuve! Aidez-moi, je vous en prie!" Hunter: (Sighing) "I'm a detective, not a linguist. Just stay put. Don't delete anything on that camera, alright? Just... stay here." (Hunter's phone rings loudly; he answers it abruptly) Hunter: "Hunter here. What? A lead at the old mill? I'm on my way. I'll be there in five minutes." (To Marie) Hunter: "I have to go. Stay right here. I'll come back with someone who can actually understand you."
created_at"2026-05-10T12:15:28.062Z" 5/10/2026, 12:15:28 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency198
moderation_latency(null)
generation_time36445
tokens_prompt316
tokens_completion1240
native_tokens_prompt299
native_tokens_completion1312
native_tokens_completion_images(null)
native_tokens_reasoning806
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)
usage0.00053743
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-ROpxVg9zshMQch4WFMFLTfk6"
is_byokfalse
latency43
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-1778415328-dxp7Yt7oXwcAVa1ls5Ee"
session_id(null)
api_type"completions"
id"gen-1778415328-uwbJJgETOb9hqSo8bsRk"
upstream_id"chatcmpl-ROpxVg9zshMQch4WFMFLTfk6"
total_cost0.00053743
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? Marie? I'm Detective Hunter. I'm canvassing the area regarding the disappearance of the young woman from the orchard yesterday. Were you out taking photos near the north ridge around four o'clock?"
detectedLang"en"
heavyLang"en"
scores
en0.78531558608845
tl0.656199862479945
nl0.5334370139968896
fr0.5093228655544652
no0.49186991869918695
da0.3829699712052653
de0.37707641196013286
it0.3608862377503196
ro0.34325744308231176
sq0.34239368697939504
pt0.3147555961626313
ca0.31255728689275897
es0.3023255813953488
ms0.28366762177650434
sv0.27219796215429404
cs0.24585218702865763
sl0.24204143506821627
yo0.21711899791231734
fi0.21011058451816747
sk0.20802534318901794
hr0.1887506760411033
pl0.1712707182320442
is0.16943521594684383
et0.16620344635908837
lt0.16434540389972147
tr0.13693901035673187
lv0.11764705882352942
hi0.04882688649334179
az0.047619047619047616
eu0.04030710172744722
hu0.03784477228992944
reliabletrue
passestrue
1
name"Marie"
dialogue"Oh mon Dieu... oui, j'étais là. Je crois que j'ai vu quelque chose. Quelque chose de terrible!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7987559458470546
ca0.4821092278719397
es0.48015122873345933
pt0.46911196911196906
en0.4649805447470817
nl0.46131243878550443
yo0.38547486033519557
de0.3436754176610978
it0.32926829268292684
da0.32098765432098764
sv0.2434662998624484
sl0.2392807745504841
no0.23822714681440443
hr0.23717059639389734
hu0.22535211267605632
vi0.22206506364922204
tl0.21540656205420827
pl0.21428571428571427
ro0.21316165951359084
cs0.2109038737446198
sk0.20863309352517986
sq0.19472913616398244
az0.1863905325443787
lt0.18154761904761904
lv0.15644171779141106
tr0.15123456790123457
hi0.12420382165605094
eu0.11290322580645161
et0.10277324632952692
ms0.10277324632952692
fi0.09688013136288999
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m sorry? I don't speak French. Do you speak English? Even a little bit?"
detectedLang"en"
heavyLang"en"
scores
en0.808282208588957
tl0.6226415094339622
hr0.5178399228543876
pt0.49443882709807885
cs0.47257383966244726
sv0.46062567421790723
it0.4547437295528899
no0.4337485843714609
pl0.4279176201372997
da0.41792782305005816
sk0.4004796163069544
sq0.3924665856622114
ro0.3757802746566792
yo0.36224489795918363
ca0.3540051679586563
vi0.32795698924731176
es0.3150684931506849
hu0.3084370677731674
sl0.29577464788732394
fr0.2784992784992785
nl0.2753623188405797
tr0.22720247295208654
lt0.2248062015503876
de0.21752738654147105
is0.2163009404388715
ms0.2125984251968504
az0.21011058451816747
lv0.21011058451816747
et0.20127795527156547
be0.12280701754385964
eu0.12280701754385964
fi0.11190053285968028
uk0.11190053285968028
reliabletrue
passestrue
3
name"Marie"
dialogue"Je ne comprends pas... l'anglais? Non, je ne parle pas anglais. S'il vous plaît, écoutez-moi! J'ai vu une voiture noire, elle roulait beaucoup trop vite près du ravin!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8082319925163703
ca0.48258455325593136
it0.4302390216787104
en0.3840144230769231
lt0.3711656441717791
sl0.36961869618696186
sq0.34588385449904274
de0.329627207325049
hr0.2969821673525377
cs0.26628489620615603
nl0.26575931232091693
ro0.25724637681159424
es0.25616835994194487
tl0.24130273871206512
fi0.23961424332344217
sk0.21815408085430968
lv0.19984387197501954
no0.19036334913112163
yo0.1858617950754567
eu0.182615629984051
da0.15289256198347106
pt0.15289256198347106
sv0.1451209341117598
pl0.13355874894336434
tr0.1298811544991511
et0.1284013605442177
hu0.12691652470187395
ms0.12542662116040956
vi0.08807829181494661
az0.0639269406392694
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I have no idea what you're saying. Are you trying to tell me you saw something? Just... point? Use your hands?"
detectedLang"en"
heavyLang"en"
scores
en0.8240813135261923
tl0.5602605863192183
da0.5175125089349536
no0.47674418604651164
pl0.42699490662139217
fr0.3967828418230563
ca0.3874773139745916
sv0.3841240875912409
ms0.3818681318681319
es0.3744207599629287
hr0.3452958292919496
lv0.31886982845610495
cs0.31749241658240646
ro0.3112244897959183
pt0.3105209397344229
sk0.3041237113402062
sq0.29467084639498436
it0.2894736842105263
nl0.28038379530916846
et0.27807486631016043
tr0.27652733118971057
is0.26789587852494573
yo0.24916573971078973
sl0.23642533936651583
de0.2058823529411765
lt0.1983372921615202
eu0.1434010152284264
fi0.09999999999999999
be0.09395973154362416
hu0.09029649595687331
az0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
5
name"Marie"
dialogue"Regardez! Regardez les photos! Je pense que j'ai capturé le conducteur, mais c'est flou. Je tremble encore, c'était si effrayant!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8003388189738625
es0.5897563401292889
ca0.5562130177514794
en0.5144202472042377
pt0.5132743362831859
nl0.42827442827442824
tl0.4234800838574424
it0.42267319804058784
ro0.4123931623931624
sl0.3778280542986425
yo0.3309002433090025
sq0.2912371134020619
no0.27055702917771884
sk0.24519670631290025
cs0.2438130155820348
de0.2172675521821632
lt0.20977011494252876
hr0.1716867469879518
lv0.14684591520165458
da0.13702928870292888
hu0.10617551462621885
pl0.09934497816593887
hi0.08536585365853659
et0.07924107142857142
az0.06884875846501129
ms0.06884875846501129
sv0.06884875846501129
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can see you're upset, but I can't make heads or tails of this. Is there anyone in this cafe who can translate for us? I need actual information, not gestures."
detectedLang"en"
heavyLang"en"
scores
en0.8087083257423938
tl0.5856353591160222
fr0.5333333333333334
de0.5287253141831239
nl0.5143385753931544
ca0.4809688581314879
ro0.4491080797481637
no0.43548387096774194
da0.42779291553133514
sv0.4061085972850679
pt0.38811188811188807
et0.38271604938271603
it0.373508353221957
yo0.3554327808471455
es0.35464044253226795
sq0.34701492537313433
az0.3150684931506849
pl0.29388029589778075
hr0.2842535787321063
tr0.25426136363636365
lv0.2526690391459075
sl0.24623115577889448
is0.23580786026200873
cs0.2273730684326711
hu0.2128935532233883
lt0.2087415222305953
sk0.20694864048338368
eu0.1606714628297362
ms0.15797914995990378
fi0.15117219078415522
vi0.1257285595337219
zh0.06832298136645963
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
7
name"Marie"
dialogue"Pourquoi ne comprenez-vous pas? C'est important! Elle a disparu et j'ai peut-être la preuve! Aidez-moi, je vous en prie!"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8231262436435994
ca0.6315062183325656
es0.5659251220835594
ro0.5246583481877599
it0.5200959808038392
pt0.44328462073764785
en0.43977591036414565
nl0.42938659058487877
lt0.4248741912293314
no0.4143484626647145
sl0.4038748137108793
sq0.3957703927492447
da0.38697318007662834
hr0.37888198757763975
tl0.37597503900156004
cs0.34959349593495936
sk0.3442622950819672
eu0.3305439330543933
yo0.3185689948892675
tr0.31093884582256676
sv0.25788497217068646
hu0.22928709055876687
fi0.22705314009661837
et0.21568627450980393
de0.2125984251968504
is0.20713577799801783
pl0.19678714859437751
lv0.1778006166495375
vi0.16142557651991615
ms0.15522703273495247
az0.08045977011494253
reliabletrue
passestrue
8
name"Hunter"
dialogue"I'm a detective, not a linguist. Just stay put. Don't delete anything on that camera, alright? Just... stay here."
detectedLang"en"
heavyLang"en"
scores
en0.7934540832538926
tl0.5888678051865908
ro0.5409604519774012
ca0.5041952707856598
fr0.49768160741885625
it0.4828957836117741
es0.4227353463587922
pt0.41704035874439455
sq0.3992606284658041
nl0.3879472693032015
et0.37739463601532564
hr0.37619961612284064
no0.37076476282671833
sv0.36954413191076624
da0.31362196409714893
de0.31362196409714893
ms0.30703624733475476
cs0.30032292787944026
yo0.2919389978213508
hu0.2696629213483146
sl0.2630385487528345
tr0.26136363636363635
fi0.24681344148319811
sk0.23976608187134502
pl0.22526817640047678
hi0.11444141689373298
lt0.11202185792349727
is0.10344827586206896
az0.09722222222222222
eu0.09722222222222222
lv0.09722222222222222
vi0.09722222222222222
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here. What? A lead at the old mill? I'm on my way. I'll be there in five minutes."
detectedLang"en"
heavyLang"en"
scores
en0.8203201568114996
tl0.6281271129141313
de0.5311167945439046
fr0.497716894977169
yo0.47569113441372735
da0.462890625
no0.4575936883629191
sq0.45
ca0.4455645161290322
nl0.4421906693711968
pl0.4376278118609407
ro0.4270833333333333
it0.4222689075630252
sv0.4136460554371002
sl0.40540540540540543
cs0.4008714596949891
sk0.39956331877729256
et0.39560439560439564
ms0.3778280542986425
fi0.3413173652694611
hu0.33171324422843257
hr0.3268053855569155
pt0.32598039215686275
lt0.3184634448574969
es0.26568758344459276
az0.21875
tr0.19825072886297376
hi0.13249211356466878
is0.12
eu0.11290322580645161
lv0.11290322580645161
vi0.11290322580645161
reliabletrue
passestrue
10
name"Hunter"
dialogue"I have to go. Stay right here. I'll come back with someone who can actually understand you."
detectedLang"en"
heavyLang"en"
scores
en0.8244810744810744
tl0.6045392022008254
da0.5708955223880597
no0.5208333333333333
pl0.4373776908023483
cs0.40904419321685515
yo0.3947368421052632
sv0.3777056277056277
ca0.3618201997780244
sk0.33755760368663595
it0.3251173708920188
de0.31710213776722085
ro0.3097238895558223
hr0.3072289156626506
nl0.3047158403869408
sq0.28924598269468477
lv0.24342105263157895
es0.2374005305039788
lt0.22506738544474394
fr0.22086720867208673
pt0.21875
tr0.203601108033241
az0.1958041958041958
is0.19241573033707865
sl0.1738505747126437
ms0.11944869831546708
be0.10852713178294573
hu0.1043613707165109
et0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue