NC Bench
Overview
About
Tests
Models
Language Writing
Can the model generate text in different languages?
Character dialogue (Spanish) in a story
0-shot
Language
Model
Run 1
Run 2
Run 3
Run 4
Run 5
Total
Gemini 3 Flash (Preview)
100%
100%
100%
100%
100%
100%
Z.AI GLM 4.5
100%
100%
100%
100%
100%
100%
Z.AI GLM 4.7
100%
100%
100%
100%
90%
98%
GPT-4.1 Nano
100%
100%
100%
100%
86%
97%
Llama 3.2 11B (Vision)
100%
100%
100%
93%
90%
97%
GPT-4.1 Mini
100%
100%
100%
92%
90%
96%
GPT-4o Mini (temp=1)
100%
100%
94%
94%
93%
96%
Hermes 3 405B
100%
100%
100%
92%
88%
96%
GPT-4o Mini (temp=0)
100%
100%
93%
92%
92%
95%
o4 Mini
100%
100%
93%
92%
90%
95%
Mistral Large
100%
100%
100%
88%
86%
95%
GPT-4 Turbo
100%
100%
93%
92%
85%
94%
Claude 3 Haiku
100%
100%
90%
89%
88%
93%
MoonshotAI: Kimi K2.5
100%
94%
93%
91%
88%
93%
Claude 2.0
100%
100%
100%
86%
80%
93%
DeepSeek-V2 Chat
100%
100%
100%
83%
80%
93%
Qwen 2.5 72B
100%
94%
92%
89%
87%
92%
Qwen 2 72B
100%
100%
100%
88%
71%
92%
Llama 3.1 Euryale 70B v2.2
100%
100%
100%
100%
58%
92%
Claude Sonnet 4
100%
93%
93%
86%
85%
91%
Cohere Command R+ (Apr. 2024)
100%
100%
100%
86%
70%
91%
Claude 2.1
100%
100%
100%
86%
67%
90%
Llama 3.2 3B
100%
100%
100%
86%
67%
90%
Phi-3 Mini 128k
100%
100%
100%
100%
50%
90%
GPT-4.1
100%
100%
100%
93%
57%
90%
Claude Opus 4.5
93%
93%
88%
87%
87%
90%
Gemini 2.5 Flash
100%
100%
92%
91%
64%
90%
lzlv 70B
100%
90%
88%
86%
83%
89%
Claude Opus 4.6
91%
91%
91%
91%
82%
89%
Hermes 3 70B
100%
100%
91%
80%
75%
89%
GPT-4o, Aug. 6th (temp=1)
100%
90%
89%
86%
80%
89%
Llama 3.1 405B
100%
90%
88%
88%
78%
89%
Mistral Medium
100%
94%
85%
80%
80%
88%
Inflection 3 (Productivity)
100%
88%
85%
84%
82%
88%
Claude Opus 4
93%
93%
86%
85%
79%
87%
Phi-3 Medium 128k
100%
100%
100%
67%
67%
87%
Llama 3 TenyxChat-DaybreakStorywriter 70B
100%
100%
100%
70%
63%
87%
Claude Sonnet 4.5
88%
88%
88%
86%
82%
86%
Claude 3.5 Sonnet
89%
88%
88%
84%
82%
86%
Claude 3.7 Sonnet
95%
89%
88%
81%
77%
86%
Llama 3 70B
100%
87%
82%
80%
80%
86%
o4 Mini High
100%
91%
82%
77%
76%
85%
Inflection 3 (PI)
91%
87%
87%
85%
78%
85%
Claude 3.0 Sonnet
92%
91%
89%
83%
71%
85%
Llama 3.2 90B (Vision)
100%
90%
86%
83%
67%
85%
Gemini 3 Pro (Preview)
94%
93%
89%
78%
69%
85%
AI21 Jamba
100%
100%
86%
80%
55%
84%
Z.AI GLM 4.6
95%
92%
83%
79%
67%
83%
Gemini 2.5 Pro
100%
86%
83%
72%
71%
82%
GPT-4o, May 13th (temp=1)
100%
93%
80%
69%
65%
81%
GPT-4o, Aug. 6th (temp=0)
89%
88%
88%
78%
63%
81%
Claude 3.5 Sonnet (new)
90%
83%
83%
80%
67%
81%
Magnum 72B
100%
77%
75%
73%
67%
78%
GPT-4o, May 13th (temp=0)
86%
83%
82%
80%
58%
78%
Toppy M 7B
86%
83%
82%
77%
58%
77%
Llama 3.2 1B
100%
100%
92%
56%
38%
77%
AI21 Jamba 1.5 Large
95%
93%
86%
60%
50%
77%
Cohere Command R+ (Aug. 2024)
100%
90%
89%
53%
45%
76%
Llama 3.1 70B
100%
75%
75%
71%
55%
75%
Magnum v2 72B
100%
100%
91%
44%
38%
75%
Liquid: LFM 40B MoE
100%
82%
75%
57%
50%
73%
Phi-3.5 Mini 128k
100%
100%
60%
50%
50%
72%
AI21 Jamba 1.5 Mini
100%
91%
67%
56%
46%
72%
Claude Haiku 4.5
89%
82%
71%
63%
53%
71%
Hermes 2 Theta 8B
89%
80%
78%
56%
50%
70%
Llama 3.1 8B
100%
89%
83%
79%
0%
70%
Gemma 2 27B
83%
82%
64%
62%
54%
69%
Qwen 2 7B
100%
78%
70%
50%
43%
68%
Llama 3 Euryale 70B v2.1
100%
78%
70%
50%
40%
68%
Goliath 120B
100%
73%
71%
50%
38%
66%
Sao10K L3.1 70B Hanami x1
100%
71%
60%
50%
50%
66%
Z.AI GLM 4.7 Flash
100%
100%
67%
64%
0%
66%
MythoMax 13B
100%
67%
60%
50%
50%
65%
Mistral Large 2
100%
90%
85%
50%
0%
65%
Gemini Pro 1.5
88%
73%
67%
67%
29%
64%
Mistral NeMO
100%
92%
86%
40%
0%
63%
WizardLM 2 8x22b
92%
80%
79%
67%
0%
63%
Claude 3.5 Haiku
80%
64%
58%
55%
50%
61%
Gemini 2.5 Flash Lite
91%
89%
73%
50%
0%
61%
Writer: Palmyra X5
100%
100%
100%
0%
0%
60%
Lumimaid v0.2 8B
100%
100%
58%
33%
0%
58%
Gemma 2 9B
79%
69%
44%
43%
43%
55%
Mistral Nemo 12B Celeste
91%
91%
50%
33%
0%
53%
Ministral 3B
86%
55%
50%
43%
23%
51%
MN GRAND Gutenberg Lyra4 12B Madness
100%
79%
64%
0%
0%
48%
Rocinante 12B
64%
50%
45%
38%
33%
46%
Fimbulvetr 11B v2
93%
64%
58%
0%
0%
43%
Ministral 8B
86%
73%
48%
0%
0%
41%
MythoMist 7B
76%
60%
50%
20%
0%
41%
Gemini Flash 1.5
88%
60%
57%
0%
0%
41%
EVA Qwen 2.5 14B
100%
50%
0%
0%
0%
30%
Mistral Small Creative
50%
50%
0%
0%
0%
20%
Llama 3.1 Nemotron 70B
50%
0%
0%
0%
0%
10%
76.99%