Run: 2026-05-10-01KR8Y0VBM5VSMK7BP82KX7WDG

Run Details

Model:
Gemma 4 26B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
2m 9s
Cost:
$0.001244
Provider:
Io Net

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="Melanie"> Melanie is a 30-year old college student on a study abroad program. Born in Germany, she is fluent in German 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 German, 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: Melanie 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 German, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Melanie and Hunter as a voice sheet: Melanie: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, miss? I’m Detective Hunter. I noticed you were out with your camera near the orchard late yesterday evening. Did you happen to see anything unusual?" Melanie: "Es war schrecklich... ich habe nur dieses seltsame Geräusch gehört. Wie ein tiefes, klagendes Schluchzen im Dunkeln." Hunter: "I’m sorry? I didn't quite catch that. Do you speak English?" Melanie: "Ich verstehe Sie nicht. Bitte, lassen Sie mich in Ruhe. Ich möchte doch nur meine Landschaftsfotos betrachten." Hunter: "Look, I don't mean to be a nuisance, but I'm investigating a disappearance. I need to know if you saw anyone out there. Any strangers, or anything out of the ordinary?" Melanie: "Da war etwas... ein Schatten, der ganz schnell zwischen den Apfelbäumen verschwand. Ich habe versucht zu fotografieren, aber meine Hände haben so sehr gezittert." Hunter: "A shadow? You saw a shadow near the trees? Dammit... [phone vibrates] ...Excuse me, I have to take this. It’s the station. Stay right here, alright? I'll be back."
created_at"2026-05-10T12:33:01.309Z" 5/10/2026, 12:33:01 PM
model"google/gemma-4-26b-a4b-it-20260403"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency3579
moderation_latency(null)
generation_time128486
tokens_prompt319
tokens_completion2363
native_tokens_prompt303
native_tokens_completion2397
native_tokens_completion_images(null)
native_tokens_reasoning2093
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)
usage0.00124395
router(null)
provider_responses
0
endpoint_id"0bc24d30-bd26-4fa8-968b-260c0011a4a5"
id"chatcmpl-ab0d6037c5943ed8"
is_byokfalse
latency3579
model_permaslug"google/gemma-4-26b-a4b-it-20260403"
provider_name"Io Net"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778416381-aXzzdPDdGfA9gfd8yxrc"
session_id(null)
api_type"completions"
id"gen-1778416381-IYMwqVGtlyiDxgxFeYVZ"
upstream_id"chatcmpl-ab0d6037c5943ed8"
total_cost0.00124395
cache_discount(null)
upstream_inference_cost0
provider_name"Io Net"
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? I’m Detective Hunter. I noticed you were out with your camera near the orchard late yesterday evening. Did you happen to see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.7943418940609952
tl0.6282190787087413
no0.48414695520885753
nl0.46808510638297873
da0.4311875693673696
it0.42577030812324934
sv0.4195922989807474
fr0.3913301662707838
ro0.38659485338120886
es0.3776563448694596
sq0.37385461209529625
ms0.3707796193984039
pt0.354127284183995
ca0.31848404255319146
de0.3175765645805593
et0.2969821673525377
cs0.2735648476257973
sl0.24632352941176466
yo0.24410029498525074
hr0.23904974016332592
lv0.2287434161023326
sk0.2133537989255564
pl0.20295489891135304
is0.14440734557595994
lt0.1401006711409396
hu0.1357504215851602
tr0.11178509532062392
fi0.06818181818181819
be0.0639269406392694
az0.057904411764705885
uk0.057904411764705885
vi0.057904411764705885
reliabletrue
passestrue
1
name"Melanie"
dialogue"Es war schrecklich... ich habe nur dieses seltsame Geräusch gehört. Wie ein tiefes, klagendes Schluchzen im Dunkeln."
detectedLang"de"
heavyLang"de"
scores
de0.8096597668332144
no0.3127147766323024
sv0.3049522154648132
es0.2926613616268789
nl0.2920353982300885
ca0.2863514719000892
pl0.26672777268560954
da0.25788497217068646
et0.24314096499526963
sk0.2202729044834308
lv0.2023928215353938
tr0.20159680638722555
is0.19839679358717435
pt0.1911021233569262
lt0.18283963227783454
ms0.1794871794871795
it0.16054564533053514
en0.13043478260869565
hr0.1130820399113082
hu0.1130820399113082
fr0.10213243546576879
tl0.09399773499433749
az0.08779931584948689
reliabletrue
passestrue
2
name"Hunter"
dialogue"I’m sorry? I didn't quite catch that. Do you speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.8062849763237194
tl0.6179966044142614
it0.4492044063647491
hr0.4238156209987196
cs0.412532637075718
sv0.4007989347536618
fr0.38101788170563966
pl0.37413073713490963
pt0.3626062322946175
sq0.3580599144079886
ro0.34687953555878087
no0.3353028064992614
da0.31921331316187596
sk0.3119266055045872
vi0.27884615384615385
yo0.2682926829268293
de0.24623115577889448
ca0.23469387755102045
sl0.21052631578947367
es0.14772727272727273
ms0.13793103448275862
be0.1346153846153846
tr0.1346153846153846
hu0.12959381044487428
az0.12280701754385964
et0.12280701754385964
is0.12280701754385964
lt0.12280701754385964
lv0.12280701754385964
uk0.12280701754385964
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe Sie nicht. Bitte, lassen Sie mich in Ruhe. Ich möchte doch nur meine Landschaftsfotos betrachten."
detectedLang"de"
heavyLang"de"
scores
de0.8282208588957056
nl0.6705882352941177
no0.46564885496183206
sv0.43775100401606426
en0.3439550140581068
da0.34024505183788883
is0.3333333333333333
pl0.3076162215628091
it0.29577464788732394
ms0.25925925925925924
fr0.25133689839572193
et0.2265193370165746
ro0.22308546059933407
tl0.18887601390498263
lt0.18319719953325553
sl0.18032786885245902
az0.16963226571767495
es0.16963226571767495
pt0.16963226571767495
sq0.16267942583732056
ca0.1566265060240964
sk0.15048543689320387
cs0.125
yo0.1116751269035533
eu0.10714285714285714
tr0.0990990990990991
hu0.09326424870466321
lv0.0920881971465629
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't mean to be a nuisance, but I'm investigating a disappearance. I need to know if you saw anyone out there. Any strangers, or anything out of the ordinary?"
detectedLang"en"
heavyLang"en"
scores
en0.8125544899738448
tl0.6120534103211837
fr0.5183691756272402
no0.48490656444657404
nl0.4667658730158731
it0.4406867845993757
de0.43717277486910994
da0.42879914984059514
hr0.42636072572038425
sv0.42482611021936867
cs0.42451820128479656
ro0.4160782183595872
yo0.4050913115661317
sq0.3936830231246475
ms0.3709771796372147
ca0.3680188124632569
lt0.3661556603773585
sk0.3654073199527745
sl0.3457090687766281
is0.3170266836086404
pt0.31659249841068027
et0.2964659685863874
pl0.2922975641869652
es0.2765814266487214
lv0.2687074829931973
hu0.24028268551236748
az0.22382671480144403
tr0.16081186572989853
eu0.12244897959183673
vi0.11009933774834438
fi0.10192147034252297
be0.061135371179039305
uk0.05536028119507908
reliabletrue
passestrue
5
name"Melanie"
dialogue"Da war etwas... ein Schatten, der ganz schnell zwischen den Apfelbäumen verschwand. Ich habe versucht zu fotografieren, aber meine Hände haben so sehr gezittert."
detectedLang"de"
heavyLang"de"
scores
de0.8180916156771953
no0.5834911018553578
nl0.5491803278688524
sv0.4786729857819905
da0.44862155388471175
tr0.34795494961470064
es0.3464052287581699
en0.3180409175449473
ca0.28756476683937826
sl0.27200529450694905
it0.26174496644295303
sk0.24657534246575344
eu0.2434662998624484
ro0.22969187675070027
fi0.22425952045133993
pt0.2204110559886605
pl0.21428571428571427
hr0.1881918819188192
is0.17479369842460615
cs0.1716867469879518
az0.1691842900302115
et0.1628614916286149
fr0.1628614916286149
lt0.15579432079815808
yo0.15449654112221367
sq0.1499227202472952
vi0.1283676703645008
tl0.12070343725019984
ms0.11788291900561347
lv0.09983633387888707
hu0.061433447098976114
reliabletrue
passestrue
6
name"Hunter"
dialogue"A shadow? You saw a shadow near the trees? Dammit... ...Excuse me, I have to take this. It’s the station. Stay right here, alright? I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.7974385781495034
tl0.6248789932236205
da0.5079365079365079
yo0.5047923322683706
no0.4887862796833773
sq0.4359534206695779
sv0.42804428044280446
fr0.42464736451373425
cs0.396417445482866
nl0.3844320889594917
sl0.3621399176954732
lt0.3600330305532618
hr0.3568464730290456
pl0.356312292358804
it0.3530884808013356
sk0.336472602739726
ms0.33132010353753233
et0.329004329004329
ca0.32550043516100957
hu0.30493273542600896
de0.2986425339366516
lv0.2909423604757548
ro0.28307123034227566
es0.2319127849355798
pt0.22731804586241278
fi0.22110552763819097
tr0.20998980632008157
az0.20185375901132854
is0.15115005476451257
vi0.14647577092511013
zh0.0903755868544601
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue