Run: 2026-05-10-01KR8YZH9RHYB9GAEBQTYPEWA4

Run Details

Model:
Gemma 4 31B (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
1m 19s
Cost:
$0.000473
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
Hunter: "Excuse me. You're the exchange student, right? Melanie? I'm Detective Hunter. I'm investigating the disappearance of the miller's son. You were out by the creek yesterday—did you see anything unusual?" Melanie: "Oh Gott... ja, ich habe etwas gesehen. Es war so seltsam. Ich wollte nur die Bäume fotografieren, aber dann sah ich diesen Mann. Er sah so verzweifelt aus, und dann... dann war er plötzlich einfach weg!" Hunter: "I'm sorry, I don't speak German. Look, just keep it simple. Did you see someone? Yes or no? Just nod your head." Melanie: "Ich verstehe kein Wort von dem, was Sie sagen! Bitte, Sie müssen mir glauben. Ich habe ein Foto gemacht, aber es sieht... es sieht unmöglich aus. Es ist, als ob er in die Luft aufgelöst wäre!" Hunter: "Right. Still nothing. Look, I don't have time for a language lesson. Is there anyone in this cafe who can translate for you? Or maybe you have an app on your phone?" Melanie: "Helfen Sie mir bitte! Warum schauen Sie mich so an? Sehen Sie sich doch meine Kamera an! Die Antwort ist direkt hier, in diesem Bild!" Hunter: "I can tell you're shaken up, but you're not helping me. Just show me the camera—" *(Hunter's phone rings loudly; he answers it abruptly)* Hunter: "Hunter here. What? Now? I'm on my way. I'll be there in five minutes." *(Hunter looks back at Melanie with a frown)* Hunter: "I have to go. An emergency. Stay right here. Don't leave this table, and don't delete anything on that camera. I'll be back with someone who can actually tell me what you're screaming about." Melanie: "Wohin gehen Sie? Sie können mich nicht einfach hier lassen! Ich habe Angst, dass er zurückkommt! Bitte gehen Sie nicht!"
created_at"2026-05-10T12:49:46.817Z" 5/10/2026, 12:49:46 PM
model"google/gemma-4-31b-it-20260402"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency255
moderation_latency(null)
generation_time78760
tokens_prompt319
tokens_completion1112
native_tokens_prompt303
native_tokens_completion1140
native_tokens_completion_images(null)
native_tokens_reasoning666
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)
usage0.00047259
router(null)
provider_responses
0
endpoint_id"9d4644e9-a5e5-41f4-b810-d75f484d2c24"
is_byokfalse
latency20
model_permaslug"google/gemma-4-31b-it-20260402"
provider_name"Parasail"
status429
1
endpoint_id"4149ab03-3b69-45a0-b94c-6c253b8641a1"
id"chatcmpl-RIfivh2cYmUl9Pzc57WqVEIE"
is_byokfalse
latency109
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-1778417386-LlmhYUPCd6IBe630bx5U"
session_id(null)
api_type"completions"
id"gen-1778417386-oNcMis4cDBJA9qJcTote"
upstream_id"chatcmpl-RIfivh2cYmUl9Pzc57WqVEIE"
total_cost0.00047259
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? Melanie? I'm Detective Hunter. I'm investigating the disappearance of the miller's son. You were out by the creek yesterday—did you see anything unusual?"
detectedLang"en"
heavyLang"en"
scores
en0.782457361642882
tl0.5848555297243441
fr0.5344506517690875
nl0.5247148288973384
no0.4707874682472481
da0.4247583985273815
de0.42049142327306444
es0.41506785212915304
ro0.4041944709246902
it0.39320388349514557
ms0.3890518084066471
sq0.388454011741683
pt0.37686939182452645
et0.34793948878455916
cs0.3315508021390375
sk0.3228602383531961
ca0.30977360574268364
sv0.3055555555555556
sl0.26985981308411217
hr0.24562462281231143
pl0.24104432301153617
az0.23873325213154686
yo0.22021210230817215
tr0.21482412060301506
is0.20127795527156547
fi0.14324880054832076
lt0.1355463347164592
hu0.10586552217453504
lv0.10071942446043164
ja0.07407407407407407
reliabletrue
passestrue
1
name"Melanie"
dialogue"Oh Gott... ja, ich habe etwas gesehen. Es war so seltsam. Ich wollte nur die Bäume fotografieren, aber dann sah ich diesen Mann. Er sah so verzweifelt aus, und dann... dann war er plötzlich einfach weg!"
detectedLang"de"
heavyLang"de"
scores
de0.8121942697414396
nl0.45679636179888833
no0.4179750947482404
ca0.3437118437118437
da0.34331093463653023
is0.33682911782850095
sl0.32770481550969355
sk0.3255959849435383
et0.31441326530612246
lv0.28523936170212766
es0.24508426966292135
sv0.24508426966292135
ms0.240819209039548
pl0.22772988505747124
en0.21360643745427946
yo0.2118768328445748
sq0.20781134856300662
fi0.1831306990881459
eu0.1705246913580247
tr0.16988416988416988
lt0.16795665634674922
hu0.16666666666666666
hr0.1647241647241647
cs0.16277258566978192
ro0.1581832419733751
it0.10491257285595336
pt0.10192147034252297
vi0.08432708688245316
tl0.07566638005159072
az0.05202821869488536
fr0.05202821869488536
reliabletrue
passestrue
2
name"Hunter"
dialogue"I'm sorry, I don't speak German. Look, just keep it simple. Did you see someone? Yes or no? Just nod your head."
detectedLang"en"
heavyLang"en"
scores
en0.8044611819235226
tl0.6077861708309122
ca0.466403162055336
es0.3902439024390244
et0.38524590163934425
ro0.37092264678471576
pt0.36500470366886173
it0.35958254269449713
sq0.34466019417475724
sv0.3147208121827411
hr0.3112244897959183
lv0.29319371727748694
fr0.2710583153347732
no0.26390403489640135
tr0.2524916943521595
ms0.24581005586592178
da0.23208191126279862
pl0.22945205479452058
cs0.21328671328671328
sk0.1945107398568019
yo0.1945107398568019
nl0.17481662591687042
az0.1646039603960396
de0.09999999999999999
be0.09395973154362416
hu0.09029649595687331
sl0.08783783783783784
is0.08536585365853659
lt0.08536585365853659
uk0.08536585365853659
vi0.08536585365853659
reliabletrue
passestrue
3
name"Melanie"
dialogue"Ich verstehe kein Wort von dem, was Sie sagen! Bitte, Sie müssen mir glauben. Ich habe ein Foto gemacht, aber es sieht... es sieht unmöglich aus. Es ist, als ob er in die Luft aufgelöst wäre!"
detectedLang"de"
heavyLang"de"
scores
de0.8308993082244427
nl0.570647931303669
no0.4527363184079602
da0.40119760479041916
sv0.34988179669030733
is0.26666666666666666
ca0.2622401073105298
sl0.25826028320971006
pl0.2537313432835821
en0.2506811989100818
it0.24502402196293757
es0.24294562973158984
et0.22969187675070027
az0.19413919413919412
ro0.1935483870967742
yo0.1929567131327953
sk0.15319476520400307
tr0.14596273291925466
lv0.1426344505066251
hu0.13657770800627944
lt0.13249211356466878
hr0.12629070691024624
ms0.12210694333599362
pt0.09983633387888707
hi0.087893864013267
tl0.0779547359597653
fr0.05417024935511608
cs0.05090595340811044
sq0.05090595340811044
reliabletrue
passestrue
4
name"Hunter"
dialogue"Right. Still nothing. Look, I don't have time for a language lesson. Is there anyone in this cafe who can translate for you? Or maybe you have an app on your phone?"
detectedLang"en"
heavyLang"en"
scores
en0.8187780462547462
tl0.5956873315363882
de0.4865525672371638
da0.48250369640216856
no0.4688922610015175
ro0.43910256410256415
fr0.422759758108851
yo0.4067796610169492
nl0.3920092646207296
sv0.3805309734513274
hr0.37425506555423127
it0.36053593179049936
is0.3570116350275567
ca0.3333333333333333
ms0.3312101910828026
pl0.3087557603686636
vi0.30601454064771977
cs0.29953302201467646
sq0.29101958136394335
et0.2842535787321063
pt0.27083333333333337
hu0.26419060967063773
tr0.25426136363636365
az0.25160370634354956
lt0.2456896551724138
sk0.2446043165467626
eu0.23301680058436813
sl0.22394678492239467
lv0.20273348519362186
fi0.16864608076009502
es0.16600476568705322
hi0.07407407407407407
be0.0625
uk0.05660377358490566
reliabletrue
passestrue
5
name"Melanie"
dialogue"Helfen Sie mir bitte! Warum schauen Sie mich so an? Sehen Sie sich doch meine Kamera an! Die Antwort ist direkt hier, in diesem Bild!"
detectedLang"de"
heavyLang"de"
scores
de0.834949453270064
nl0.5979899497487438
sv0.39439818319454956
sl0.3934799090219864
en0.37205651491365777
no0.3675889328063241
yo0.3311036789297659
ro0.32829554995801846
pl0.3254637436762226
it0.3174061433447099
ms0.30735930735930733
fr0.2963940193491645
tl0.28888888888888886
da0.28186714542190305
eu0.28186714542190305
tr0.2707383773928897
et0.250936329588015
hr0.23076923076923078
vi0.20634920634920634
ca0.18283963227783454
es0.18032786885245902
sk0.1794871794871795
az0.15164369034994699
sq0.1452991452991453
hi0.11699779249448124
fi0.0990990990990991
pt0.09706546275395034
is0.0888382687927107
cs0.08779931584948689
lt0.08045977011494253
lv0.07727797001153403
reliabletrue
passestrue
6
name"Hunter"
dialogue"I can tell you're shaken up, but you're not helping me. Just show me the camera—"
detectedLang"en"
heavyLang"en"
scores
en0.8054474708171206
tl0.6376811594202898
nl0.6017699115044248
sv0.5566502463054187
no0.5258166491043204
fr0.4724501758499414
ca0.4668246445497631
sq0.4444444444444444
it0.4396014943960149
et0.4230769230769231
ms0.4094488188976378
da0.3894165535956581
ro0.3553008595988539
pt0.3430656934306569
tr0.3333333333333333
es0.3087557603686636
yo0.30124223602484473
fi0.27884615384615385
az0.23728813559322032
hr0.23599320882852293
pl0.21875
cs0.1891891891891892
sl0.16356877323420074
de0.13793103448275862
sk0.13793103448275862
be0.1346153846153846
hu0.12959381044487428
is0.12280701754385964
lt0.12280701754385964
lv0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
7
name"Hunter"
dialogue"Hunter here. What? Now? I'm on my way. I'll be there in five minutes."
detectedLang"en"
heavyLang"en"
scores
en0.8218029350104821
de0.5667686034658511
tl0.47400990099009904
fr0.45161290322580644
pl0.4318181818181818
ca0.4186046511627907
sq0.41379310344827586
et0.41135734072022156
sl0.4014084507042254
nl0.3988684582743989
it0.39458689458689455
yo0.3911174785100286
ro0.38936781609195403
sv0.3675595238095238
cs0.35703479576399394
sk0.35703479576399394
fi0.3431221020092735
ms0.3122977346278317
lt0.2916666666666667
hr0.2672413793103448
da0.2595818815331011
no0.25438596491228066
pt0.22867513611615245
hu0.21586715867158673
az0.1650294695481336
hi0.1650294695481336
es0.1361788617886179
tr0.121900826446281
reliabletrue
passestrue
8
name"Hunter"
dialogue"I have to go. An emergency. Stay right here. Don't leave this table, and don't delete anything on that camera. I'll be back with someone who can actually tell me what you're screaming about."
detectedLang"en"
heavyLang"en"
scores
en0.820247339660627
tl0.5862297252565376
fr0.44196428571428575
es0.38241106719367585
yo0.3759360958562157
ca0.35831622176591377
da0.3553378029912326
no0.34279705573080965
ro0.3424513413992636
it0.3173129437465866
sq0.3051695386325736
nl0.30167597765363136
pl0.3012856344326439
de0.25059952038369304
hr0.24834636199639207
pt0.24471299093655588
ms0.23873325213154686
et0.23640806353084912
tr0.23171481253841428
sl0.2206982543640898
cs0.19923126201153107
sv0.1867273910214704
lt0.1824722040549379
sk0.1824722040549379
hu0.17654808959156787
fi0.15254237288135594
lv0.1289198606271777
vi0.12095639943741208
az0.10071942446043164
eu0.07680945347119646
hi0.06296851574212893
be0.05303030303030303
is0.04798172124904798
uk0.04798172124904798
reliabletrue
passestrue
9
name"Melanie"
dialogue"Wohin gehen Sie? Sie können mich nicht einfach hier lassen! Ich habe Angst, dass er zurückkommt! Bitte gehen Sie nicht!"
detectedLang"de"
heavyLang"de"
scores
de0.8284189120488054
nl0.6024734982332155
no0.446267432321575
da0.3874773139745916
is0.3503368623676612
sv0.3119266055045872
pl0.2516629711751663
fi0.2232451093210587
sk0.15519399249061328
eu0.14556962025316456
et0.1434010152284264
hu0.13793103448275862
cs0.12903225806451613
fr0.11533420707732633
az0.10239361702127658
it0.09999999999999999
reliabletrue
passestrue