Run: 2026-05-10-01KR902Z9KSWR4J645E6XPXE7W

Run Details

Model:
Gemma 4 31B
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
4.3s
Cost:
$0.000265
Provider:
Venice

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 near the town square yesterday afternoon. Did you see anything unusual around the old mill?" Melanie: "Oh! Gott... ja, ich habe es gesehen. Es war schrecklich. Ein Mann... er ist einfach im Schatten verschwunden, als hätte ihn die Dunkelheit verschluckt." Hunter: "I'm sorry, I didn't catch that. Do you speak English? I just need to know if you saw someone heading toward the woods." Melanie: "Ich verstehe Sie nicht. Bitte, Sie müssen mir glauben! Ich habe ein Foto gemacht, aber es ist verschwommen. Ich zittere immer noch, wenn ich daran denke." Hunter: "Look, I don't know what you're saying, but you look shaken up. Are you okay? Did something happen?" Melanie: "Warum schauen Sie mich so an? Können Sie mich nicht verstehen? Es ist so wichtig! Jemand ist in Gefahr!" Hunter: "Right. Definitely not English. Listen, I don't suppose you have a translator app on that phone of yours? Or maybe you can just point to what you saw on your camera?" Melanie: "Hier... sehen Sie? Das ist das Millgebäude. Aber schauen Sie genau hin, in die Ecke... sehen Sie diesen Schatten?" Hunter: "I see a building and a lot of blurry grey pixels, kid. I can't make heads or tails of—" (Hunter's phone rings; he answers it) Hunter: "Hunter here. What? Another one? Where? ...I'm on my way." Hunter: "Look, I have to go. Stay right here. I'll come back with someone who can actually translate for us. Don't delete anything on that camera." Melanie: "Was? Wohin gehen Sie? Bitte, gehen Sie nicht! Ich muss Ihnen das erklären!"
created_at"2026-05-10T13:09:08.027Z" 5/10/2026, 1:09:08 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency540
moderation_latency(null)
generation_time4063
tokens_prompt319
tokens_completion420
native_tokens_prompt318
native_tokens_completion418
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)
usage0.00026465
router(null)
provider_responses
0
endpoint_id"29b94af5-d8f8-419a-9cf1-ae1f2831142b"
id"chatcmpl-af26d4f75e952226"
is_byokfalse
latency540
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Venice"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.14.1; linux; x64))"
http_referer(null)
request_id"req-1778418548-sZdzRVu5vgPTBLSXpfps"
session_id(null)
api_type"completions"
id"gen-1778418548-57oQpRMFlY2jBjtIe5So"
upstream_id"chatcmpl-af26d4f75e952226"
total_cost0.00026465
cache_discount(null)
upstream_inference_cost0
provider_name"Venice"
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 near the town square yesterday afternoon. Did you see anything unusual around the old mill?"
detectedLang"en"
heavyLang"en"
scores
en0.7883295194508009
tl0.5877896613190731
it0.4356314826113484
sq0.39817826935588807
no0.3837441705529647
pt0.3720298710115411
es0.3607463718037318
fr0.35450104675505933
ro0.3485915492957747
da0.34210526315789475
nl0.32824981844589685
et0.3188512518409426
ca0.2895545314900153
ms0.2890084550345888
sv0.2762128325508607
cs0.21610169491525424
sk0.1935483870967742
sl0.1878841088674276
hr0.18213969938107868
yo0.17336907953529937
lv0.16440831074977416
de0.1567912488605287
tr0.1223908918406072
pl0.11988582302568983
fi0.075
be0.07035175879396985
hu0.06754032258064516
az0.06376518218623482
is0.06376518218623482
lt0.06376518218623482
uk0.06376518218623482
vi0.06376518218623482
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh! Gott... ja, ich habe es gesehen. Es war schrecklich. Ein Mann... er ist einfach im Schatten verschwunden, als hätte ihn die Dunkelheit verschluckt."
detectedLang"de"
heavyLang"de"
scores
de0.821193299454169
nl0.5642201834862386
no0.471928849360756
is0.3960584869675779
da0.371277299801456
sv0.3484224965706447
fi0.3199713672154617
ca0.317038102084831
sk0.24603174603174602
pl0.23572003218020918
es0.23387096774193547
tr0.23201293451899754
hu0.2263843648208469
et0.21875
en0.21810699588477367
lv0.19831223628691985
sq0.18384879725085912
lt0.15026833631484796
yo0.14645103324348607
it0.1410488245931284
eu0.10798122065727699
hi0.10037878787878787
hr0.09695817490494298
sl0.07766990291262135
fr0.06219151036525173
pt0.06219151036525173
az0.058473736372646176
ro0.058473736372646176
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I didn't catch that. Do you speak English? I just need to know if you saw someone heading toward the woods."
detectedLang"en"
heavyLang"en"
scores
en0.8208741342249821
tl0.5738636363636364
no0.44237918215613387
sv0.4365138993238167
pl0.4075829383886255
yo0.39271255060728744
da0.3877551020408163
cs0.3734335839598998
hr0.3734335839598998
sk0.35233160621761656
ms0.3194192377495462
pt0.3081180811808118
sq0.3049119555143651
et0.28842504743833014
it0.27884615384615385
nl0.2668621700879765
sl0.24318869828456105
ca0.2227979274611399
lv0.19786096256684493
vi0.1883116883116883
fr0.18389553862894453
lt0.18211559432933477
ro0.17763157894736845
de0.1638795986622074
is0.15254237288135594
es0.09420289855072464
be0.08536585365853659
tr0.08536585365853659
hu0.08200734394124846
az0.07749077490774908
uk0.07749077490774908
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe Sie nicht. Bitte, Sie müssen mir glauben! Ich habe ein Foto gemacht, aber es ist verschwommen. Ich zittere immer noch, wenn ich daran denke."
detectedLang"de"
heavyLang"de"
scores
de0.8253493013972056
nl0.6010031919744642
no0.5036868973340897
da0.4015047879616963
ca0.3361153262518968
tr0.31959564541213065
it0.3055555555555556
sv0.2983159582999198
es0.28687856560717195
ms0.25404944586530265
pl0.24892703862660948
en0.20886075949367086
ro0.1957720588235294
sk0.18528864059590316
lv0.1729678638941399
az0.17140151515151517
tl0.16666666666666666
hu0.16587225929456625
et0.16427889207258836
lt0.1610738255033557
eu0.15946205571565802
sl0.15703275529865127
cs0.15377176015473887
hr0.15377176015473887
is0.15048543689320387
fr0.1362290227048371
pt0.12236710130391174
hi0.10805300713557595
yo0.07991587802313353
fi0.0779768177028451
sq0.06316916488222697
reliabletrue
passestrue
4
name"Hunter"
dialogue"Look, I don't know what you're saying, but you look shaken up. Are you okay? Did something happen?"
detectedLang"en"
heavyLang"en"
scores
en0.8210395269218798
tl0.5889921372408864
no0.3722707423580786
sv0.3618201997780244
nl0.3443557582668187
ro0.29274292742927427
da0.28393524283935245
cs0.2414248021108179
tr0.22818791946308725
hu0.21875
hr0.19467787114845939
ca0.1935483870967742
sq0.18899858956276447
pl0.1797432239657632
it0.16666666666666666
de0.13403614457831325
fr0.13273001508295626
yo0.1314199395770393
es0.11944869831546708
ms0.11944869831546708
pt0.11944869831546708
sk0.11128284389489954
be0.10852713178294573
az0.0987460815047022
et0.0987460815047022
is0.0987460815047022
lt0.0987460815047022
lv0.0987460815047022
uk0.0987460815047022
vi0.0987460815047022
reliabletrue
passestrue
5
name"Melanie"
dialogue"Warum schauen Sie mich so an? Können Sie mich nicht verstehen? Es ist so wichtig! Jemand ist in Gefahr!"
detectedLang"de"
heavyLang"de"
scores
de0.8396579369321219
nl0.5901639344262295
en0.4755244755244755
yo0.39759036144578314
ro0.38335046248715315
pl0.33920704845814975
sl0.33701657458563533
hu0.3197278911564626
sv0.3119266055045872
no0.3095512082853855
ms0.28825622775800713
az0.2682926829268293
eu0.2673992673992674
it0.2673992673992674
fr0.2665036674816626
es0.25925925925925924
vi0.25742574257425743
ca0.2555831265508685
da0.2490613266583229
fi0.24433249370277077
tl0.23175416133162616
lt0.21875
tr0.21568627450980393
is0.1935483870967742
lv0.16666666666666666
hi0.1501416430594901
sk0.1501416430594901
cs0.14285714285714285
pt0.09502262443438914
sq0.08952959028831564
reliabletrue
passestrue
6
name"Hunter"
dialogue"Right. Definitely not English. Listen, I don't suppose you have a translator app on that phone of yours? Or maybe you can just point to what you saw on your camera?"
detectedLang"en"
heavyLang"en"
scores
en0.8101265822784809
tl0.6132596685082874
da0.5468277945619335
fr0.542483660130719
no0.4905385735080059
sv0.47421131697546315
de0.469964664310954
hr0.4499738082765846
ca0.44561774023231254
ro0.4394020288307528
nl0.4318181818181818
sk0.4163424124513619
pl0.41536748329621387
it0.41504178272980496
cs0.4020501138952164
yo0.36555891238670696
es0.32950191570881227
ms0.3247588424437299
et0.3234536082474227
pt0.31906614785992216
fi0.3132766514061478
tr0.29149797570850206
sq0.2837653478854025
lv0.279835390946502
sl0.27083333333333337
vi0.25213675213675213
lt0.23133235724743775
hu0.22394678492239467
is0.22048997772828507
az0.2039423805913571
eu0.19478527607361962
hi0.07407407407407407
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
7
name"Melanie"
dialogue"Hier... sehen Sie? Das ist das Millgebäude. Aber schauen Sie genau hin, in die Ecke... sehen Sie diesen Schatten?"
detectedLang"de"
heavyLang"de"
scores
de0.8237277743715511
nl0.5590490797546012
no0.3843683083511777
da0.37635574837310193
en0.3539325842696629
sv0.343607305936073
it0.33679354094579006
fi0.3187203791469194
tr0.30133657351154314
sl0.28214731585518105
hu0.25997425997426
pl0.2542153047989624
is0.24639580602883354
fr0.23435419440745675
yo0.23435419440745675
az0.23128342245989306
pt0.22402159244264505
ms0.2144808743169399
tl0.21124828532235942
ro0.19804741980474197
eu0.16666666666666666
hi0.15565345080763582
et0.14561664190193166
ca0.13922155688622756
es0.13010590015128592
lv0.11128284389489954
sq0.11128284389489954
reliabletrue
passestrue
8
name"Hunter"
dialogue"I see a building and a lot of blurry grey pixels, kid. I can't make heads or tails of—"
detectedLang"en"
heavyLang"en"
scores
en0.7772181325067803
tl0.5374094931617056
no0.4523809523809524
yo0.4209466263846928
nl0.40166493236212286
fr0.3960084033613445
is0.3960084033613445
et0.33983926521239954
da0.33755760368663595
ca0.32273262661955243
sk0.32273262661955243
hr0.30387409200968524
it0.29447852760736193
cs0.29187192118226607
pl0.2866004962779156
ro0.2848258706467662
de0.2830423940149626
hu0.27944862155388467
sq0.26376440460947503
sv0.25902061855670105
ms0.222972972972973
tr0.203601108033241
lt0.20138888888888887
pt0.1958041958041958
az0.18785310734463279
lv0.18785310734463279
vi0.18785310734463279
es0.18670438472418668
sl0.13533834586466165
be0.10852713178294573
eu0.10852713178294573
fi0.0987460815047022
uk0.0987460815047022
reliabletrue
passestrue
9
name"Hunter"
dialogue"Hunter here. What? Another one? Where? ...I'm on my way."
detectedLang"en"
heavyLang"en"
scores
en0.8331622176591376
tl0.559620596205962
pl0.4472789115646259
sq0.4217081850533808
fr0.35770750988142297
hr0.35000000000000003
de0.3380855397148676
cs0.33127572016460904
sk0.33127572016460904
da0.3298969072164949
ca0.3271221532091097
et0.32150313152400833
fi0.3157894736842105
es0.23529411764705882
hi0.20537897310513448
no0.1935483870967742
yo0.1875
sv0.17721518987341772
it0.16237113402061853
nl0.16237113402061853
pt0.16237113402061853
ms0.15364583333333331
ro0.15364583333333331
sl0.15364583333333331
tr0.15364583333333331
reliabletrue
passestrue
10
name"Hunter"
dialogue"Look, I have to go. Stay right here. I'll come back with someone who can actually translate for us. Don't delete anything on that camera."
detectedLang"en"
heavyLang"en"
scores
en0.81847519160952
tl0.608695652173913
no0.46524064171123
da0.455535390199637
ca0.45255474452554745
ro0.41972920696324956
it0.4155844155844156
pl0.3675333801827126
es0.3557623478883321
pt0.3487698986975398
hr0.3482983345401882
sq0.34450109249817923
yo0.3333333333333333
fr0.32228915662650603
cs0.2913385826771654
et0.2805755395683453
sv0.27768860353130015
sk0.2753623188405797
de0.2524916943521595
ms0.2417860151642797
tr0.24050632911392408
nl0.23728813559322032
sl0.22077922077922074
lv0.21875
lt0.20634920634920634
az0.18107370336669698
hu0.14367269267364416
vi0.14367269267364416
fi0.14285714285714285
hi0.08536585365853659
be0.07216494845360825
eu0.06928645294725957
is0.06542056074766354
uk0.06542056074766354
reliabletrue
passestrue
11
name"Melanie"
dialogue"Was? Wohin gehen Sie? Bitte, gehen Sie nicht! Ich muss Ihnen das erklären!"
detectedLang"de"
heavyLang"de"
scores
de0.8319641523525019
nl0.5135135135135136
pl0.3353028064992614
pt0.2694805194805195
da0.2537313432835821
no0.2537313432835821
en0.25
sk0.21602787456445993
sv0.21052631578947367
eu0.20353982300884957
et0.20071047957371224
cs0.1818181818181818
fi0.16356877323420074
yo0.16201117318435754
it0.14285714285714285
reliabletrue
passestrue