Run: 2026-05-10-01KR8W93B4R3408339WM7WS0BZ

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
2m 3s
Cost:
$0.000130
Provider:
DekaLLM

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, miss? Sorry to bother you, but I'm Detective Hunter. I was wondering if you happened to be out with your camera near the old orchard last night? We're looking into some... unusual activity." Isabella: "Non so se mi capisce... ma è stato terribile. Ho visto qualcosa tra gli alberi, una cosa che non avrebbe dovuto essere lì. Mi tremano ancora le mani." Hunter: "I—I’m sorry? I didn't catch that. Do you speak English? I just need to know if you saw anything out by the trees." Isabella: "Non parlo inglese. Mi dispiace. È tutto così spaventoso qui... sembra che la foresta stia nascondendo dei segreti." Hunter: "Look, I can see you're upset, and I can tell you're not feeling great about something, but I really need to know if you witnessed anything related to the disappearances. Can you point? Or show me?" Isabella: "Non posso spiegarlo. Ho solo delle foto... ma non so se serviranno a qualcuno. Ho paura che se parlo, succederà di nuovo." Hunter: "I don't understand a word you're saying, but you're clearly shaken up. Just... stay in the well-lit areas, alright? Don't wander off alone with that camera." [Hunter’s phone rings loudly] Hunter: "Damn it. Sorry, I have to take this. It's the precinct. I'll... I'll find someone who can translate. Stay put."
created_at"2026-05-10T12:02:34.475Z" 5/10/2026, 12:02:34 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1350
moderation_latency(null)
generation_time123089
tokens_prompt321
tokens_completion1831
native_tokens_prompt273
native_tokens_completion345
native_tokens_completion_images(null)
native_tokens_reasoning1460
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)
usage0.00013023
router(null)
provider_responses
0
endpoint_id"d99bcbe6-bec3-4991-965e-45fea79fe63c"
id"chatcmpl-5ad766a09bd59c8ef494eb670bd191c2"
is_byokfalse
latency1350
model_permaslug"google/gemma-4-26b-a4b-it-20260403"
provider_name"DekaLLM"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778414554-m2ukN2cBU3vvLB6xUkI0"
session_id(null)
api_type"completions"
id"gen-1778414554-7I8WPMLl4f81PnH7wiws"
upstream_id"chatcmpl-5ad766a09bd59c8ef494eb670bd191c2"
total_cost0.00013023
cache_discount(null)
upstream_inference_cost0
provider_name"DekaLLM"
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, miss? Sorry to bother you, but I'm Detective Hunter. I was wondering if you happened to be out with your camera near the old orchard last night? We're looking into some... unusual activity."
detectedLang"en"
heavyLang"en"
scores
en0.7995598176387361
tl0.6348797250859106
nl0.4924363057324841
no0.4606598984771573
fr0.43559096945551123
da0.4193989071038251
sv0.37925998052580334
it0.37099161322150964
de0.3650398406374502
ro0.3644067796610169
ms0.3511450381679389
pt0.33800623052959505
ca0.3348982785602504
yo0.32072456046883324
sq0.31081081081081086
es0.30213464696223313
cs0.29087875417130143
et0.23835125448028674
sk0.2110148514851485
sl0.20807453416149066
hr0.2016280525986224
lt0.17953667953667954
pl0.169921875
lv0.16283650689428758
tr0.12850307587149692
hu0.12611377655928718
fi0.10021171489061396
is0.09510290986515259
be0.05204460966542751
az0.04708520179372198
uk0.04708520179372198
vi0.04708520179372198
reliabletrue
passestrue
1
name"Isabella"
dialogue"Non so se mi capisce... ma è stato terribile. Ho visto qualcosa tra gli alberi, una cosa che non avrebbe dovuto essere lì. Mi tremano ancora le mani."
detectedLang"it"
heavyLang"it"
scores
it0.8182326621923937
es0.544179523141655
ca0.5332695069411202
fr0.5289855072463767
pt0.4755244755244755
yo0.46310572687224666
sl0.45591517857142855
en0.4380403458213256
ro0.4370669745958429
tl0.3836915297092288
de0.37937619350732016
no0.37739463601532564
sk0.3443174176193679
da0.32150313152400833
hu0.29906542056074764
cs0.28414096916299564
hr0.2630385487528345
ms0.26024279210925644
lt0.2447714949651433
vi0.2447714949651433
sq0.24359968968192397
pl0.23946957878315134
lv0.2073170731707317
fi0.2034313725490196
sv0.18682235195996663
et0.18546365914786966
nl0.1779089376053963
tr0.11844484629294756
az0.11444141689373298
eu0.08192090395480227
is0.06876790830945559
reliabletrue
passestrue
2
name"Hunter"
dialogue"I—I’m sorry? I didn't catch that. Do you speak English? I just need to know if you saw anything out by the trees."
detectedLang"en"
heavyLang"en"
scores
en0.823860967590418
tl0.5976394849785408
sv0.4365138993238167
cs0.43524096385542166
pl0.410377358490566
da0.38974776240846215
sk0.3862520458265139
hr0.3734335839598998
no0.36494496189669773
sq0.36386768447837153
yo0.3528904227782571
et0.35008665511265163
ms0.3042671614100185
ca0.29577464788732394
it0.27884615384615385
pt0.25447316103379725
sl0.24318869828456105
lv0.19786096256684493
vi0.1883116883116883
fr0.18389553862894453
lt0.18211559432933477
ro0.17763157894736845
de0.1638795986622074
nl0.10071942446043164
be0.08536585365853659
tr0.08536585365853659
hu0.08200734394124846
az0.07749077490774908
is0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
3
name"Isabella"
dialogue"Non parlo inglese. Mi dispiace. È tutto così spaventoso qui... sembra che la foresta stia nascondendo dei segreti."
detectedLang"it"
heavyLang"it"
scores
it0.7975708502024291
es0.5454545454545454
ca0.5200959808038392
fr0.5067817509247842
pt0.47368421052631576
ro0.413059427732942
no0.40696812453669384
sk0.38319198149575945
yo0.35379644588045234
en0.34156378600823045
sl0.3305439330543933
da0.3019197207678883
ms0.28698752228163993
sq0.2673992673992674
lv0.26538108356290174
sv0.22330097087378642
tl0.21645445641527913
hr0.21491658488714427
et0.21414538310412573
tr0.21337266470009833
cs0.21104536489151873
nl0.20948616600790515
fi0.18450560652395515
is0.17269906928645296
hu0.15966386554621848
pl0.15343915343915343
de0.14163090128755365
eu0.09808342728297632
vi0.09502262443438914
az0.08045977011494253
lt0.07300115874855156
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I can see you're upset, and I can tell you're not feeling great about something, but I really need to know if you witnessed anything related to the disappearances. Can you point? Or show me?"
detectedLang"en"
heavyLang"en"
scores
en0.8158526821457167
tl0.5849873691808012
fr0.46536494653649463
da0.37938478143551
no0.36743674367436746
nl0.3387004025301898
sq0.3387004025301898
pt0.33139534883720934
et0.3215339233038348
ca0.3084786530366807
it0.3034524530587523
ms0.30133657351154314
pl0.29577464788732394
sv0.29187192118226607
cs0.27490542244640603
yo0.2721518987341772
es0.26937738246505716
hr0.24688932547478712
ro0.2255892255892256
sk0.222972972972973
lv0.21875
sl0.19127988748241914
fi0.18842625264643612
lt0.16666666666666666
tr0.16363636363636364
de0.15066469719350073
az0.15003695491500368
hi0.0822027134876297
be0.05737704918032788
hu0.055053410024650785
is0.05193734542456719
uk0.05193734542456719
vi0.05193734542456719
reliabletrue
passestrue
5
name"Isabella"
dialogue"Non posso spiegarlo. Ho solo delle foto... ma non so se serviranno a qualcuno. Ho paura che se parlo, succederà di nuovo."
detectedLang"it"
heavyLang"it"
scores
it0.8188405797101449
ca0.579033134166214
fr0.555364314400459
pt0.5350929814037193
es0.5016077170418006
en0.4983818770226537
ro0.47635135135135137
de0.47243022464261397
no0.4546094299788881
sk0.4495738636363636
sl0.42464736451373425
yo0.42034405385190726
ms0.4194756554307117
cs0.41904047976011993
da0.4106463878326996
tl0.3926332288401254
hr0.3547044129891757
nl0.3481917577796467
et0.3437764606265877
fi0.334192439862543
sq0.3213660245183888
vi0.3074173369079536
sv0.3067978533094812
pl0.30617726051924804
hu0.2824074074074074
tr0.26609848484848486
lv0.25766283524904215
lt0.2131979695431472
eu0.16845493562231761
az0.15300546448087432
is0.08823529411764706
reliabletrue
passestrue
6
name"Hunter"
dialogue"I don't understand a word you're saying, but you're clearly shaken up. Just... stay in the well-lit areas, alright? Don't wander off alone with that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8088448026451746
tl0.5859444941808415
no0.5349421820010055
sv0.5342396777442094
nl0.5144356955380578
da0.4577960140679953
de0.44874851013110845
fr0.42617866004962784
it0.4059087989723828
ro0.3946335078534032
yo0.37160326086956524
ca0.358974358974359
pl0.33691756272401435
es0.3013595166163142
ms0.28350116189000774
cs0.25762439807383625
tr0.2522231204527081
pt0.2516181229773463
sk0.2393092105263158
sq0.23490488006617036
hr0.21343537414965988
sl0.20872540633019673
et0.19774501300954034
hu0.19425087108013936
az0.19001751313485116
is0.1864555848724714
lt0.13551401869158877
lv0.12570888468809074
vi0.12570888468809074
be0.07035175879396985
eu0.07035175879396985
fi0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue
7
name"Hunter"
dialogue"Damn it. Sorry, I have to take this. It's the precinct. I'll... I'll find someone who can translate. Stay put."
detectedLang"en"
heavyLang"en"
scores
en0.7975380628441853
tl0.5484104046242775
da0.5023885350318471
hr0.4834710743801653
no0.4379496402877698
it0.41369606003752346
lv0.40076701821668265
yo0.39437984496124034
ca0.3718592964824121
sq0.3718592964824121
ro0.3615934627170583
pt0.3609406952965235
sv0.358974358974359
sk0.35367114788004134
sl0.35367114788004134
pl0.34623430962343094
cs0.3206521739130435
es0.2824339839265212
lt0.2724097788125727
nl0.26210153482880755
tr0.251497005988024
az0.24150485436893204
fr0.20178799489144317
vi0.19458762886597938
ms0.17979002624671916
et0.16331994645247658
be0.10071942446043164
de0.09682080924855492
eu0.09682080924855492
hu0.09682080924855492
is0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue