Run: 2026-02-08-01KGYX6H83QXJSGS91VME7X6ZF

Run Details

Model:
Z.AI GLM 4.7 Flash
Test:
Language Writing
Scenario:
Character dialogue (German) in a story
Duration:
44.9s
Cost:
$0.001255
Provider:
DeepInfra

Evaluation summary

Score Evaluator
Details Link
61.54% 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, ma'am. You look like you might have seen something. I'm a detective in town, and there’s been another disappearance near the river. Did you perhaps see a man acting suspiciously near the festival grounds this morning?" Melanie: (Stares blankly at him). "A man? I don't know... I saw something in the woods. It was hiding in the mist." (German) Hunter: "Disappearing into the mist? Miss, I'm running a serious investigation here. Did you see which way they went? Were they fleeing the town? You need to tell me who you saw." Melanie: (Taps her camera lens nervously). "They didn't run. They were waiting for me. I tried to take a picture, but the lens... it broke." (German) Hunter: (Frowns deeply). "Your camera broke? That doesn't explain the missing person. Look, lady, I don't have time for riddles. Did you see a vehicle? A car? Was there blood?" Melanie: "No blood. Only red fog. It smelled like... apples and... rot." (German) Hunter: "Apples and rot? That sounds like the orchard. Look, I need you to describe exactly what you saw. Use your hands. Describe the clothing. Was he wearing a jacket?" Melanie: "He wasn't wearing a jacket. He was wearing... nothing. Just white bone." (German) Hunter: (Stares at her in disbelief). "Wait, "white bone"? Did you say he was wearing white bone? Lady, you’re not making any sense. This is a fabrication. I have to go." Hunter: (Grabs his radio). "Dispatch, this is Hunter. I’m stopping the interview. I’ve got a witness that clearly isn't in her right mind, and I need a patrol car to sweep the orchards." Melanie: "I'm not crazy. I just want to find my camera." (German) Hunter: "I don't know what you're saying. And I don't have time to find your camera. Stay here, do not move." Hunter: (Screams into radio). "...Send a tech team to my location! Now!" (Hunter marches away).
created_at"2026-02-08T15:17:07.742711+00:00" 2/8/2026, 3:17:07 PM
model"z-ai/glm-4.7-flash-20260119"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency815
moderation_latency(null)
generation_time44774
tokens_prompt261
tokens_completion3098
native_tokens_prompt267
native_tokens_completion3105
native_tokens_completion_images(null)
native_tokens_reasoning2760
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"
usage0.0012548200000128
router(null)
provider_responses
0
id"chatcmpl-RgTe1aYb2whZ98nTTsfUTbjN"
status200
is_byokfalse
latency51
endpoint_id"6efb5994-8fcb-4300-9c64-ba393193f5f6"
provider_name"DeepInfra"
model_permaslug"z-ai/glm-4.7-flash-20260119"
api_type"completions"
id"gen-1770563781-IHzv0vzOxRTnuozvGgeB"
upstream_id"chatcmpl-RgTe1aYb2whZ98nTTsfUTbjN"
total_cost0.0012548200000128
cache_discount0.0000031999999872
upstream_inference_cost0
provider_name"DeepInfra"

Evaluation details

Result Evaluator Details Meta Data
61.54% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, ma'am. You look like you might have seen something. I'm a detective in town, and there’s been another disappearance near the river. Did you perhaps see a man acting suspiciously near the festival grounds this morning?"
detectedLang"en"
heavyLang"en"
scores
en0.8061210358676084
tl0.6176952484980885
nl0.48774240761068416
fr0.47348627303497554
no0.45567651632970446
da0.4550408719346049
es0.4352561516740622
pt0.4292702812882185
it0.42315615986815
sv0.40374787052810895
ms0.3968117190866007
ro0.3934142114384749
de0.38380281690140844
ca0.37888198757763975
sl0.31673987310883356
yo0.3072736269173676
sq0.29292929292929293
cs0.2768595041322314
hr0.2654774396642183
et0.24324324324324328
sk0.17984768599882833
lt0.1774383078730905
fi0.1764705882352941
az0.16267942583732056
is0.1566265060240964
pl0.15254237288135594
lv0.14686166971358927
hu0.13739987677141097
tr0.052132701421800945
eu0.047619047619047616
vi0.047619047619047616
reliabletrue
passestrue
1
name"Melanie"
dialogue"A man? I don't know... I saw something in the woods. It was hiding in the mist."
detectedLang"en"
heavyLang"en"
scores
en0.8168145005784806
tl0.6317829457364341
nl0.5803886925795053
yo0.5428296438883542
sv0.5192307692307693
da0.5128205128205129
ms0.5108135942327497
no0.5087900723888314
de0.4859307359307359
it0.4489559164733179
ro0.4385342789598109
sq0.4378698224852071
lv0.4077306733167082
pl0.39873417721518983
ca0.3658210947930574
sk0.3658210947930574
hr0.3457300275482094
sl0.33936022253129344
lt0.33473389355742295
cs0.33286516853932585
hu0.31948424068767906
pt0.31457431457431456
az0.31358381502890176
es0.3065693430656934
is0.3065693430656934
fr0.291044776119403
tr0.23633440514469453
vi0.21875
et0.2096505823627288
be0.12844036697247707
eu0.12844036697247707
fi0.1171003717472119
uk0.1171003717472119
reliabletrue
passesfalse
2
name"Hunter"
dialogue"Disappearing into the mist? Miss, I'm running a serious investigation here. Did you see which way they went? Were they fleeing the town? You need to tell me who you saw."
detectedLang"en"
heavyLang"en"
scores
en0.8179850452577725
tl0.5687645687645688
no0.48525319977740683
nl0.47651386530843237
da0.4659353348729792
fr0.459696261682243
sv0.42582247051520794
ms0.4119516846789574
et0.39184746877054566
sq0.386604774535809
cs0.36426116838487976
pt0.3629476584022039
it0.3562978427279054
sl0.34350603264726753
sk0.33164739884393063
yo0.33019551049963797
de0.3297101449275362
ro0.3277616279069767
es0.32727272727272727
hr0.3143068939955523
lt0.2862654320987654
ca0.27450980392156865
pl0.24674267100977196
fi0.23172757475083056
lv0.22072451558550968
is0.21142369991474852
az0.2107508532423208
hu0.20872540633019673
tr0.1281809613572102
zh0.07684630738522955
eu0.07035175879396985
vi0.07035175879396985
reliabletrue
passestrue
3
name"Melanie"
dialogue"They didn't run. They were waiting for me. I tried to take a picture, but the lens... it broke."
detectedLang"en"
heavyLang"en"
scores
en0.8255990294206855
tl0.6410736579275905
no0.5666917859834213
yo0.5476003147128246
sq0.5060137457044673
sl0.4973776223776224
da0.4897959183673469
hr0.4748858447488585
fr0.4580584354382658
it0.45133587786259544
sk0.4301288404360753
pt0.3985355648535565
ro0.3940990516332982
cs0.3902439024390244
pl0.3889479277364506
sv0.3843683083511777
lv0.3722707423580786
nl0.37158469945355194
ms0.3546576879910213
ca0.32273262661955243
lt0.3021844660194175
es0.28924598269468477
hu0.27944862155388467
et0.2776381909547738
de0.27490542244640603
is0.2703045685279188
tr0.203601108033241
fi0.1935483870967742
az0.18785310734463279
vi0.18785310734463279
be0.10852713178294573
eu0.10852713178294573
uk0.0987460815047022
reliabletrue
passesfalse
4
name"Hunter"
dialogue"Your camera broke? That doesn't explain the missing person. Look, lady, I don't have time for riddles. Did you see a vehicle? A car? Was there blood?"
detectedLang"en"
heavyLang"en"
scores
en0.8088052914427448
tl0.5661350844277674
da0.5085015940488842
ca0.4735344336937963
fr0.46685878962536026
no0.45874780573434754
de0.43939393939393934
sv0.4290123456790123
nl0.42582247051520794
ro0.4089456869009585
pt0.39621409921671025
ms0.39423706614276355
it0.37330623306233063
sq0.3554006968641115
is0.3143068939955523
et0.312267657992565
es0.3117559523809524
yo0.30188679245283023
hr0.29871114480667177
cs0.2879137798306389
pl0.23868312757201646
hu0.23616845582163504
sk0.22006745362563238
az0.21742808798646363
fi0.19001751313485116
lt0.19001751313485116
tr0.1878841088674276
lv0.18358340688437777
sl0.17923691215616683
vi0.12570888468809074
be0.07035175879396985
eu0.07035175879396985
uk0.06376518218623482
reliabletrue
passestrue
5
name"Melanie"
dialogue"No blood. Only red fog. It smelled like... apples and... rot."
detectedLang"en"
heavyLang"en"
scores
en0.7927767910005921
tl0.4942196531791907
es0.45736434108527135
no0.38811188811188807
lv0.38271604938271603
pt0.3805309734513274
ca0.37722419928825623
de0.3383742911153119
fr0.3346007604562738
hr0.3346007604562738
da0.3333333333333333
sl0.3333333333333333
yo0.3333333333333333
it0.317738791423002
hu0.2505353319057816
is0.2222222222222222
sk0.20634920634920634
tr0.2009132420091324
sq0.19724770642201836
pl0.1764705882352941
nl0.17452830188679244
sv0.17452830188679244
reliabletrue
passesfalse
6
name"Hunter"
dialogue"Apples and rot? That sounds like the orchard. Look, I need you to describe exactly what you saw. Use your hands. Describe the clothing. Was he wearing a jacket?"
detectedLang"en"
heavyLang"en"
scores
en0.814777733279936
tl0.6219861054352269
no0.49646162221012524
sv0.47887323943661975
yo0.44377630787733013
nl0.4424352019288728
de0.42971639950678175
da0.4290123456790123
es0.4204260651629073
fr0.41969887076537016
ca0.3698910081743869
ms0.3458274398868458
ro0.34022824536376606
cs0.325309992706054
pl0.32284040995607616
it0.300302571860817
sq0.293353705118411
hr0.28405572755417957
sk0.2652899126290707
is0.25821972734562953
pt0.25702811244979923
et0.22268907563025211
lv0.21610169491525424
lt0.2120954003407155
hu0.19425087108013936
sl0.1857394366197183
eu0.1651624548736462
be0.1552511415525114
fi0.14272474513438368
tr0.13712686567164178
az0.12570888468809074
vi0.12570888468809074
uk0.06376518218623482
reliabletrue
passestrue
7
name"Melanie"
dialogue"He wasn't wearing a jacket. He was wearing... nothing. Just white bone."
detectedLang"en"
heavyLang"en"
scores
en0.8032528856243442
tl0.5833333333333334
sv0.5179948586118251
nl0.46197991391678617
yo0.4509516837481699
ca0.4477172312223858
de0.416796267496112
ms0.3832236842105263
es0.3654822335025381
da0.3397887323943662
no0.336283185840708
et0.3055555555555556
hu0.2937853107344633
fi0.29111531190926276
pt0.27184466019417475
ro0.2704280155642024
cs0.26035502958579887
sk0.25742574257425743
it0.25
fr0.2378048780487805
hr0.2299794661190965
pl0.21875
sl0.1935483870967742
lt0.17943107221006563
tr0.17035398230088497
is0.16666666666666666
sq0.1610738255033557
az0.15730337078651685
eu0.15730337078651685
lv0.15730337078651685
vi0.15730337078651685
reliabletrue
passesfalse
8
name"Hunter"
dialogue"? Did you say he was wearing white bone? Lady, you’re not making any sense. This is a fabrication. I have to go."
detectedLang"en"
heavyLang"en"
scores
en0.8151240458015268
tl0.6675246675246675
yo0.5373134328358209
nl0.5350929814037193
da0.5283018867924528
ca0.5219000616903147
fr0.49967721110393803
no0.49080157687253617
sv0.4614315496872828
de0.45306986591390264
pl0.41243366186504926
pt0.4065849923430322
es0.4052187260168841
it0.3834526650755768
ro0.37297734627831713
tr0.37145174371451745
cs0.36527436527436524
sq0.3584437086092715
hu0.3272569444444444
hr0.3213660245183888
sk0.3011722272317403
is0.27973977695167285
lv0.2475728155339806
lt0.24316406250000003
fi0.23343224530168152
ms0.225
sl0.21399594320486817
az0.14647577092511013
vi0.14647577092511013
et0.13984461709211987
zh0.0903755868544601
be0.08284023668639054
eu0.08284023668639054
uk0.07517899761336516
reliabletrue
passestrue
9
name"Hunter"
dialogue"Dispatch, this is Hunter. I’m stopping the interview. I’ve got a witness that clearly isn't in her right mind, and I need a patrol car to sweep the orchards."
detectedLang"en"
heavyLang"en"
scores
en0.8010732790525537
tl0.6508606690483922
da0.5548654244306418
no0.5066544286369894
fr0.4902797534376481
nl0.4722631320569465
sv0.457070707070707
de0.4554204660587639
ro0.4432936302433972
it0.4401041666666667
yo0.4359916054564533
ca0.40044617958728396
cs0.40044617958728396
pl0.3864155251141552
sl0.377533294730747
pt0.37060889929742385
sk0.36390532544378695
sq0.34129901960784315
et0.33927473878303627
lv0.33436532507739936
es0.3327126008690255
hu0.33229813664596275
hr0.32601880877742945
tr0.31615776081424934
ms0.28093645484949836
lt0.2657103825136612
az0.20897718910963944
is0.17624521072796934
vi0.15420928402832415
eu0.12387938060309699
be0.061135371179039305
fi0.05536028119507908
uk0.05536028119507908
reliabletrue
passestrue
10
name"Melanie"
dialogue"I'm not crazy. I just want to find my camera."
detectedLang"en"
heavyLang"en"
scores
en0.7782705099778271
tl0.5645863570391872
pl0.5405819295558958
da0.5334370139968896
cs0.5176848874598071
sv0.5176848874598071
ca0.5137763371150729
sk0.4915254237288135
it0.47643979057591623
hr0.4594594594594595
no0.45848375451263534
ro0.45255474452554745
yo0.42748091603053434
nl0.40711462450592883
lv0.3814432989690722
lt0.3576017130620985
et0.3548387096774194
tr0.33035714285714285
sq0.3087557603686636
sl0.28741092636579574
es0.24812030075187969
fr0.20212765957446807
de0.1935483870967742
ms0.1935483870967742
be0.1891891891891892
hu0.18256130790190736
az0.17355371900826447
is0.17355371900826447
uk0.17355371900826447
vi0.17355371900826447
reliabletrue
passesfalse
11
name"Hunter"
dialogue"I don't know what you're saying. And I don't have time to find your camera. Stay here, do not move."
detectedLang"en"
heavyLang"en"
scores
en0.8258391386953767
tl0.5575221238938053
da0.5067264573991032
hr0.4549058473736373
pl0.4234800838574424
yo0.4216614090431125
cs0.4015233949945593
sq0.3895671476137625
sk0.3792325056433409
no0.3742889647326508
it0.33171324422843257
ro0.31077694235588976
tr0.31077694235588976
sl0.30467762326169406
ca0.3037974683544304
pt0.3037974683544304
sv0.2857142857142857
lv0.25170068027210885
vi0.2403314917127072
lt0.2329149232914923
ms0.21428571428571427
es0.15254237288135594
fr0.12140575079872205
nl0.12140575079872205
de0.11575562700964631
be0.11290322580645161
hu0.1085899513776337
az0.10277324632952692
et0.10277324632952692
is0.10277324632952692
uk0.10277324632952692
reliabletrue
passestrue
12
name"Hunter"
dialogue"...Send a tech team to my location! Now!"
detectedLang"en"
heavyLang"en"
scores
en0.8198847262247838
tl0.7165532879818595
fr0.6666666666666666
yo0.6307237813884786
da0.6099843993759752
nl0.6019108280254777
de0.6012759170653907
cs0.5826377295492488
sk0.5819397993311036
pl0.570446735395189
it0.5387453874538745
sv0.5201535508637236
no0.5059288537549407
ro0.4969818913480885
pt0.4939271255060729
ca0.48240165631469983
hr0.4769874476987448
es0.4747899159663866
sl0.4577006507592191
lv0.43438914027149317
lt0.42660550458715596
hu0.3842364532019704
tr0.37027707808564225
fi0.3670886075949367
sq0.36224489795918363
zh0.23547400611620795
is0.23076923076923078
az0.21875
eu0.21875
vi0.21875
et0.20127795527156547
ms0.20127795527156547
reliabletrue
passestrue