Run: 2026-05-10-01KR8ZD188DM34KQS091404BSX

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
21.7s
Cost:
$0.000243
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="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
**Scene Description:** The scene takes place at "The Rusty Bean," a cozy, wood-paneled cafe in the heart of Alborn, Minnesota. The air smells of cinnamon and roasted coffee. Melanie is tucked into a corner booth, her vintage DSLR camera resting on the table. She is scrolling through her photos with a pale, anxious expression. Detective Hunter enters, his heavy boots thudding on the floor. He spots her—the foreign student who was near the woods during the last disappearance—and approaches her with a stern, focused intensity. *** **Voice Sheet:** Hunter: "Excuse me. Miss? I’m Detective Hunter. I need to ask you a few questions about what you saw near the creek yesterday." Melanie: "Was? Ich... ich verstehe Sie nicht. Wer sind Sie?" Hunter: "Look, I don't know what that was, but I'm with the police. I just need to know if you saw anyone else heading toward the trail before the sun went down." Melanie: (Voice trembling) "Oh Gott, es war so schrecklich. Da war ein Mann... er sah so verloren aus, und dann war er plötzlich einfach weg! Ich habe versucht, ein Foto zu machen, aber ich hatte zu viel Angst." Hunter: (Frowning) "Slow down. I don't speak whatever language that is. Do you speak English? Any English at all?" Melanie: (Shaking her head frantically, gesturing to her camera) "Ich kann es nicht erklären! Sehen Sie das? Hier auf dem Bild! Es ist fast unsichtbar, aber da ist etwas im Schatten!" Hunter: "I can't understand a word you're saying, but you look like you've seen a ghost. Just... stay here. Don't leave town. I'll find someone who can translate." Melanie: "Bitte, helfen Sie mir! Er ist noch da, ich spüre es!" Hunter: (Sighing, rubbing his temple) "This is exactly what I don't have time for today." *(Hunter’s phone rings loudly in his pocket. He answers it abruptly.)* Hunter: "Hunter here. What? Another one? Where? ... Dammit. I'm on my way." *(Hunter looks back at Melanie, pointing a finger firmly at the table to tell her to stay put.)* Hunter: "Don't move. I'll be back." Melanie: "Wohin gehen Sie? Bitte gehen Sie nicht!"
created_at"2026-05-10T12:57:09.135Z" 5/10/2026, 12:57:09 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency316
moderation_latency(null)
generation_time21626
tokens_prompt319
tokens_completion550
native_tokens_prompt305
native_tokens_completion535
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)
usage0.00024295
router(null)
provider_responses
0
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-R8FeMAsANpivExBaKxN3vg43"
is_byokfalse
latency66
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-1778417829-zL2GwMrFuKKscAv0B7bV"
session_id(null)
api_type"completions"
id"gen-1778417829-K3iXJLwAJBdtBbrAyDO4"
upstream_id"chatcmpl-R8FeMAsANpivExBaKxN3vg43"
total_cost0.00024295
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. Miss? I’m Detective Hunter. I need to ask you a few questions about what you saw near the creek yesterday."
detectedLang"en"
heavyLang"en"
scores
en0.8102466793168881
tl0.5826812728221179
fr0.5291347851677457
it0.4952681388012618
nl0.4743758212877792
no0.4550408719346049
ca0.45017182130584193
pt0.4425087108013937
es0.42857142857142855
sq0.42196531791907516
da0.41133186166298746
ro0.40298507462686567
cs0.3930197268588771
yo0.36
hr0.35170178282009723
sl0.3469387755102041
sv0.34210526315789475
ms0.32432432432432434
pl0.313893653516295
et0.3103448275862069
sk0.2945326278659612
lv0.24170616113744076
lt0.23736892278360344
de0.2300288739172281
hu0.2179863147605083
tr0.2047713717693837
fi0.14712153518123666
is0.14712153518123666
az0.14255091103965703
vi0.14255091103965703
be0.08045977011494253
eu0.08045977011494253
uk0.07300115874855156
reliabletrue
passestrue
1
name"Melanie"
dialogue"Was? Ich... ich verstehe Sie nicht. Wer sind Sie?"
detectedLang"de"
heavyLang"de"
scores
de0.8493068113321278
nl0.5941558441558442
pl0.47589098532494756
en0.4600431965442765
sk0.3315508021390375
cs0.2857142857142857
et0.2857142857142857
yo0.258160237388724
lt0.23547400611620795
hu0.22360248447204967
it0.22360248447204967
is0.21135646687697163
es0.20127795527156547
fr0.20127795527156547
no0.20127795527156547
pt0.20127795527156547
az0.19093851132686085
ca0.19093851132686085
ro0.19093851132686085
sq0.19093851132686085
sv0.19093851132686085
reliabletrue
passestrue
2
name"Hunter"
dialogue"Look, I don't know what that was, but I'm with the police. I just need to know if you saw anyone else heading toward the trail before the sun went down."
detectedLang"en"
heavyLang"en"
scores
en0.8279352226720647
tl0.5773247140726007
no0.44733420026007803
yo0.4162087912087912
nl0.4072524407252441
sv0.40683879972086534
da0.4051784464660602
cs0.3684992570579495
pl0.3516399694889397
ms0.3410852713178295
sk0.33749025720966486
fr0.3343774471417384
hr0.3322859387274156
et0.3161705551086082
ro0.29577464788732394
sq0.256993006993007
de0.25438596491228066
ca0.25241864555848725
sl0.24977934686672548
it0.24845269672855883
lv0.24377224199288253
lt0.23007246376811596
az0.222323879231473
hu0.20411985018726592
tr0.1431451612903226
is0.1370558375634518
eu0.09957627118644068
fi0.08993576017130622
es0.08108108108108109
be0.07608695652173912
pt0.07608695652173912
uk0.06900328587075576
vi0.06900328587075576
reliabletrue
passestrue
3
name"Melanie"
dialogue"Oh Gott, es war so schrecklich. Da war ein Mann... er sah so verloren aus, und dann war er plötzlich einfach weg! Ich habe versucht, ein Foto zu machen, aber ich hatte zu viel Angst."
detectedLang"de"
heavyLang"de"
scores
de0.8317064961292493
nl0.6001599360255897
no0.4936708860759494
is0.41211052322163433
da0.3939393939393939
sv0.32157394843962006
sl0.29577464788732394
en0.2753623188405797
tl0.27166788055353236
ca0.25037481259370314
es0.2492492492492493
pt0.2441421012849584
it0.24127465857359634
sk0.23371647509578544
hr0.19743178170144465
pl0.19419822723609995
fr0.18765231519090173
eu0.1850040749796251
yo0.16736053288925898
ro0.1589571068124474
tr0.1589571068124474
lv0.15469146238377007
hu0.1482112436115843
lt0.14383561643835618
az0.14163090128755365
vi0.13941480206540446
sq0.12357581069237511
ms0.09090909090909091
cs0.05571293673276676
et0.05571293673276676
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down. I don't speak whatever language that is. Do you speak English? Any English at all?"
detectedLang"en"
heavyLang"en"
scores
en0.8215444516547696
tl0.5736434108527132
no0.5389773679798826
da0.5067264573991032
sv0.40217391304347827
ro0.38820912124582874
yo0.38752783964365256
nl0.3778280542986425
hr0.37570942111237227
sq0.3699885452462772
cs0.3648960739030023
ca0.33008526187576126
pl0.32844932844932845
is0.302915082382763
de0.29577464788732394
et0.2939666238767651
pt0.2930591259640103
hu0.28664072632944226
sk0.27055702917771884
it0.2537313432835821
vi0.2403314917127072
ms0.22425952045133993
fr0.20520231213872833
lt0.1863905325443787
sl0.1791044776119403
eu0.12420382165605094
be0.11290322580645161
tr0.11290322580645161
az0.10277324632952692
lv0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
5
name"Melanie"
dialogue"Ich kann es nicht erklären! Sehen Sie das? Hier auf dem Bild! Es ist fast unsichtbar, aber da ist etwas im Schatten!"
detectedLang"de"
heavyLang"de"
scores
de0.8424598000869187
nl0.48799435028248583
no0.46256486286137877
sv0.4585511575802838
da0.43447737909516376
pl0.348607367475292
pt0.28711897738446407
tr0.2691532258064516
eu0.2479253112033195
sk0.23764458464773922
hr0.23280423280423282
es0.22459893048128343
fi0.21109902067464634
it0.2093784078516903
en0.17893544733861835
ca0.16857798165137614
sl0.14504716981132076
lv0.14201183431952663
az0.12755716004813478
hi0.12755716004813478
hu0.12333736396614269
cs0.12121212121212122
lt0.11151960784313725
fr0.1082410824108241
is0.09713574097135741
yo0.09375000000000001
ro0.0845959595959596
tl0.0799492385786802
vi0.0799492385786802
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can't understand a word you're saying, but you look like you've seen a ghost. Just... stay here. Don't leave town. I'll find someone who can translate."
detectedLang"en"
heavyLang"en"
scores
en0.8023926511429181
no0.45588235294117646
da0.421875
tl0.39778645833333326
sv0.3825100133511349
ca0.3522408963585434
ro0.33691756272401435
cs0.33116413593637023
hr0.2960426179604262
tr0.29496951219512196
pl0.29064417177914115
it0.29009976976208746
sq0.29009976976208746
sk0.27677873338545744
de0.2611821086261981
nl0.2516181229773463
pt0.2436631234668847
es0.2367986798679868
et0.2367986798679868
fr0.23553719008264462
az0.2252931323283082
hu0.19425087108013936
vi0.19284467713787085
is0.1864555848724714
lt0.1864555848724714
yo0.18213969938107868
lv0.17777777777777778
sl0.1387337057728119
eu0.1290018832391714
ms0.11652340019102196
be0.07035175879396985
fi0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue
7
name"Melanie"
dialogue"Bitte, helfen Sie mir! Er ist noch da, ich spüre es!"
detectedLang"de"
heavyLang"de"
scores
de0.8280943025540274
nl0.4912790697674419
da0.4897959183673469
no0.4845360824742268
tr0.48224852071005914
pl0.453125
hr0.38380281690140844
es0.375
it0.3433395872420263
is0.3230174081237911
ca0.29577464788732394
pt0.2647058823529412
eu0.26160337552742613
sk0.26160337552742613
sl0.26004228329809725
lv0.25531914893617025
et0.24406047516198706
az0.2324561403508772
hi0.2324561403508772
hu0.22566371681415928
lt0.20634920634920634
yo0.1764705882352941
ro0.1606714628297362
tl0.15254237288135594
vi0.15254237288135594
reliabletrue
passestrue
8
name"Hunter"
dialogue"This is exactly what I don't have time for today."
detectedLang"en"
heavyLang"en"
scores
en0.8382279741164759
da0.6153846153846154
no0.5376955903271692
tl0.5276162790697675
yo0.4749596122778676
pt0.45561139028475717
hr0.40693430656934304
hu0.40476190476190477
es0.3602362204724409
ro0.34077079107505076
nl0.3285123966942149
is0.3229166666666667
ca0.29805615550755943
sv0.29805615550755943
sq0.2919389978213508
pl0.2793791574279379
it0.26136363636363635
cs0.24418604651162787
sk0.181360201511335
be0.17721518987341772
tr0.17721518987341772
az0.16237113402061853
et0.16237113402061853
lt0.16237113402061853
lv0.16237113402061853
uk0.16237113402061853
vi0.16237113402061853
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here. What? Another one? Where? ... Dammit. I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8212583412774069
tl0.5241116751269036
pl0.41222570532915365
sq0.3872549019607844
sv0.336283185840708
fr0.32553956834532377
hr0.3181818181818182
de0.30683918669131244
cs0.30037313432835816
sk0.30037313432835816
da0.29906542056074764
ca0.2964352720450282
et0.29111531190926276
fi0.2857142857142857
es0.21052631578947367
hi0.1830065359477124
no0.17218543046357618
yo0.16666666666666666
it0.14383561643835618
nl0.14383561643835618
pt0.14383561643835618
ms0.1359447004608295
ro0.1359447004608295
sl0.1359447004608295
tr0.1359447004608295
reliabletrue
passestrue
10
name"Hunter"
dialogue"Don't move. I'll be back."
detectedLang"en"
heavyLang"en"
scores
en0.8067010309278352
hu0.43820224719101125
lt0.42748091603053434
yo0.4230769230769231
tl0.39999999999999997
reliabletrue
passestrue
11
name"Melanie"
dialogue"Wohin gehen Sie? Bitte gehen Sie nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8204309656823623
nl0.6024734982332155
eu0.3382352941176471
et0.3343195266272189
pl0.33234421364985167
cs0.30769230769230765
fi0.281150159744409
da0.25
it0.25
no0.25
reliabletrue
passestrue