Run: 2026-02-08-01KGYZVEK9QSNXRK705NV3WRXQ

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (French) in a story
Duration:
57.3s
Cost:
$0.001174
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="Marie"> Marie is a 30-year old college student on a study abroad program. Born in France, she is fluent in French 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 French, 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: Marie 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 French, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Marie and Hunter as a voice sheet: Marie: "..." Hunter: "..."

Model response

AI
Marie: "Parlez-vous français ? ... C'est une petite fille. Elle pleure dans le bois, derrière le lac. Regardez..." Hunter: "I... excuse me, ma'am. I don't speak French. Can you please speak English?" Marie: "Vous ne parlez pas français ? ... Je ne comprends rien ! Je suis toute seule ici. La petite fille était effrayée. Elle a dit que les gens disparaissaient, mais personne ne la croit." Hunter: "Look, I'm Detective Hunter. I can tell you're troubled, but you're making this hard. If you saw a girl crying about disappearances, you need to tell me where." Marie: "Les gens ne la croient pas... C'est terrifiant. Elle a couru vers la route, mais il n'y avait personne. Je ne peux pas vous dire d'autre, je ne connais pas cet endroit !" Hunter: "I don't know what language you're speaking, and frankly, I don't care right now. I'm trying to catch a killer, not play interpreter. I have to go." Marie: "Attendez... Voulez-vous m'aider ?" Hunter: "I got a call on my radio. I have to go. Good luck." Marie: "Au revoir..."
created_at"2026-02-08T16:03:42.133864+00:00" 2/8/2026, 4:03:42 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency243
moderation_latency(null)
generation_time57173
tokens_prompt257
tokens_completion2822
native_tokens_prompt267
native_tokens_completion2904
native_tokens_completion_images(null)
native_tokens_reasoning2593
native_tokens_cached64
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"stop"
usage0.0011744200000128
router(null)
provider_responses
0
id"chatcmpl-RuusP4FmyukV2dXPlFfdWVtk"
status200
is_byokfalse
latency62
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770566564-RIMhcODoDHNsJb3iNsb9"
upstream_id"chatcmpl-RuusP4FmyukV2dXPlFfdWVtk"
total_cost0.0011744200000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Marie"
dialogue"Parlez-vous français ? ... C'est une petite fille. Elle pleure dans le bois, derrière le lac. Regardez..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8101080923166812
ca0.5241581259150806
es0.42781690140845074
it0.4159928122192273
nl0.4025735294117647
sl0.38967136150234744
ro0.38330170777988615
pt0.364613880742913
en0.36274509803921573
da0.34541792547834843
sq0.33605720122574056
tl0.3062966915688367
no0.26636568848758463
hu0.2655367231638418
hr0.25799086757990863
de0.2520138089758343
sv0.2502883506343714
yo0.23708920187793428
et0.2004920049200492
sk0.1792929292929293
pl0.17407878017789072
az0.1698595146871009
cs0.1698595146871009
fi0.16559691912708602
ms0.15803108808290156
tr0.15803108808290156
lv0.15364583333333331
eu0.10958904109589042
lt0.08835904628330996
is0.08321579689703808
reliabletrue
passestrue
1
name"Hunter"
dialogue"I... excuse me, ma'am. I don't speak French. Can you please speak English?"
detectedLang"en"
heavyLang"en"
scores
en0.7772277227722773
tl0.5016611295681063
no0.4140625
sq0.38524590163934425
it0.3767313019390581
ro0.3679775280898876
ca0.32330827067669177
da0.31921331316187596
hr0.31921331316187596
sv0.3181818181818182
es0.30769230769230765
cs0.2890995260663507
pt0.2868462757527734
et0.2598684210526316
ms0.25742574257425743
tr0.24623115577889448
az0.23728813559322032
pl0.21875
fr0.16820702402957485
sl0.16356877323420074
yo0.16201117318435754
nl0.15730337078651685
fi0.14285714285714285
de0.13793103448275862
sk0.13793103448275862
be0.1346153846153846
hu0.12959381044487428
is0.12280701754385964
lt0.12280701754385964
lv0.12280701754385964
uk0.12280701754385964
vi0.12280701754385964
reliabletrue
passestrue
2
name"Marie"
dialogue"Vous ne parlez pas français ? ... Je ne comprends rien ! Je suis toute seule ici. La petite fille était effrayée. Elle a dit que les gens disparaissaient, mais personne ne la croit."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8143064750524787
ca0.6371094982644366
es0.5449149188761376
it0.5064377682403434
pt0.5013009540329575
ro0.48081264108352145
en0.47560419516643865
nl0.433218334154756
sq0.42871336313959263
sl0.3746601413811854
hr0.3719279082468597
tl0.3702081051478641
de0.3653421633554084
cs0.35101580135440186
no0.3278784336645236
sk0.3215339233038348
lt0.3051359516616314
da0.2936117936117936
yo0.2830423940149626
sv0.2780916509730069
hu0.2758186397984887
pl0.2542153047989624
lv0.2414248021108179
tr0.23841059602649006
ms0.23689449236894494
et0.1986062717770035
fi0.1958041958041958
az0.18555240793201136
is0.14625092798812175
vi0.11809815950920245
eu0.11538461538461538
reliabletrue
passestrue
3
name"Hunter"
dialogue"Look, I'm Detective Hunter. I can tell you're troubled, but you're making this hard. If you saw a girl crying about disappearances, you need to tell me where."
detectedLang"en"
heavyLang"en"
scores
en0.8104587869362363
tl0.5678191489361702
fr0.5376955903271692
ca0.4318181818181818
pt0.41546762589928055
sq0.40765492102065615
nl0.40439828955406226
no0.4033047735618115
it0.39740420271940663
ro0.3564356435643564
cs0.34695244474212994
sv0.34299191374663074
es0.3394308943089431
da0.33035714285714285
hr0.3080198722498226
sl0.3035714285714286
ms0.2929659173313996
de0.2893586005830903
tr0.2783123612139156
pl0.27293064876957496
et0.2696629213483146
yo0.26024279210925644
sk0.25515660809778457
lv0.2523006134969325
lt0.2034313725490196
hu0.18614357262103506
az0.17721518987341772
is0.17652027027027026
fi0.12398921832884095
vi0.12003610108303249
be0.06698564593301436
eu0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
4
name"Marie"
dialogue"Les gens ne la croient pas... C'est terrifiant. Elle a couru vers la route, mais il n'y avait personne. Je ne peux pas vous dire d'autre, je ne connais pas cet endroit !"
detectedLang"fr"
heavyLang"fr"
scores
fr0.8300232599749509
ca0.5642201834862386
en0.5165394402035624
it0.5118191161356629
ro0.433849821215733
nl0.41321803582458305
es0.37293729372937295
pt0.3716931216931217
lt0.3628437290409121
sq0.36026936026936024
no0.35064935064935066
hr0.3238434163701068
de0.3155619596541787
cs0.3065693430656934
sl0.29157345264727813
yo0.2824773413897281
hu0.2770167427701674
lv0.2669753086419753
sk0.2601246105919003
tr0.2531446540880503
pl0.24841772151898736
tl0.24662965900079303
az0.24423229912490055
ms0.19831223628691985
sv0.1831470335339639
da0.18244406196213425
fi0.1810344827586207
et0.16299559471365638
vi0.1394927536231884
is0.12683823529411764
zh0.07407407407407407
eu0.06862745098039216
reliabletrue
passestrue
5
name"Hunter"
dialogue"I don't know what language you're speaking, and frankly, I don't care right now. I'm trying to catch a killer, not play interpreter. I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8125253344142683
tl0.6185567010309277
da0.516466283324621
no0.5071923281832712
de0.48951434878587197
ro0.47651386530843237
fr0.47443181818181823
sv0.47263397947548463
yo0.44310656231186035
ca0.42546583850931674
pl0.4036105738233398
tr0.386604774535809
nl0.38619774386197747
it0.3779421654337592
sk0.3720298710115411
hr0.3629476584022039
cs0.3576388888888889
pt0.3554006968641115
es0.3549511854951185
sq0.3485915492957747
lt0.3397573162027124
hu0.32678311499272195
ms0.3193524650478293
sl0.3158284023668639
lv0.30188679245283023
is0.27564604541895066
et0.26587301587301587
eu0.2510121457489879
az0.2213804713804714
vi0.17484388938447815
be0.07035175879396985
fi0.06376518218623482
uk0.06376518218623482
reliabletrue
passestrue
6
name"Marie"
dialogue"Attendez... Voulez-vous m'aider ?"
detectedLang"fr"
heavyLang"fr"
scores
fr0.7542997542997543
en0.5642701525054467
no0.5271867612293144
it0.47643979057591623
de0.46236559139784944
es0.45799457994579945
da0.45054945054945056
nl0.43661971830985913
ca0.4318181818181818
tl0.42196531791907516
sv0.4152046783625731
tr0.40119760479041916
pt0.2982456140350877
lv0.2753623188405797
az0.25650557620817843
ro0.25650557620817843
et0.24528301886792453
reliabletrue
passestrue
7
name"Hunter"
dialogue"I got a call on my radio. I have to go. Good luck."
detectedLang"en"
heavyLang"en"
scores
en0.8136467889908257
pl0.7077338129496402
tl0.6810598626104024
hr0.6486486486486486
cs0.6440306681270538
da0.6440306681270538
sk0.6302616609783845
yo0.6036585365853658
no0.5806451612903226
ca0.570673712021136
ro0.5428973277074542
lv0.5396600566572238
it0.5370370370370371
fr0.5170876671619613
sq0.5053272450532724
sv0.5015337423312883
lt0.4897959183673469
et0.4628099173553719
fi0.45561139028475717
sl0.453781512605042
es0.45286195286195285
hu0.40693430656934304
nl0.3981481481481482
pt0.37977099236641226
az0.37619961612284064
tr0.3114406779661017
is0.29805615550755943
vi0.2903930131004367
de0.2793791574279379
ms0.27293064876957496
hi0.20537897310513448
be0.17721518987341772
eu0.17721518987341772
uk0.16237113402061853
reliabletrue
passestrue
8
name"Marie"
dialogue"Au revoir..."
detectedLang"fr"
heavyLang"fr"
scores
fr0.8166259168704157
ro0.7699386503067485
ca0.46428571428571425
cs0.46428571428571425
da0.46428571428571425
en0.46428571428571425
es0.46428571428571425
hr0.46428571428571425
nl0.46428571428571425
no0.46428571428571425
pt0.46428571428571425
sk0.46428571428571425
sl0.46428571428571425
sq0.46428571428571425
reliabletrue
passestrue