Model

Z.AI GLM 4.7 Flash

Test

Language Writing

Scenario

Character dialogue (French) in a story

Run ID

2026-02-08-01KGYZVEK9QSNXRK705NV3WRXQ

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" Sunday, February 8th, 2026 at 4:03:42 PM GMT+00:00
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
77.7778% 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..." 
languages
fra1
eng0.7278253863619717
passestrue
1
name"Hunter" 
dialogue"I... excuse me, ma'am. I don't speak French. Can you please speak English?" 
languages
eng1
fra0.9361638060825053
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." 
languages
fra1
eng0.7238066072043793
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." 
languages
eng1
fra0.8156526875369168
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 !" 
languages
fra1
eng0.6677608527274739
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." 
languages
eng1
fra0.7746725417999638
passestrue
6
name"Marie" 
dialogue"Attendez... Voulez-vous m'aider ?" 
languages
fra1
eng0.9449086969978335
7
name"Hunter" 
dialogue"I got a call on my radio. I have to go. Good luck." 
languages
eng1
fra0.7406216505894962
passestrue
8
name"Marie" 
dialogue"Au revoir..." 
languages
fra1
eng0.6854741896758704
passestrue