NC Bench
Overview
About
Tests
Models
Language Writing
Can the model generate text in different languages?
Character dialogue (French) in a story
0-shot
Language
Model
Run 1
Run 2
Run 3
Run 4
Run 5
Total
Hermes 3 70B
100%
100%
100%
100%
100%
100%
Gemini 3 Flash (Preview)
100%
100%
100%
92%
89%
96%
DeepSeek-V2 Chat
100%
100%
100%
90%
90%
96%
Hermes 3 405B
100%
100%
100%
89%
89%
96%
o4 Mini High
100%
100%
100%
94%
80%
95%
Z.AI GLM 4.5
100%
100%
91%
91%
90%
94%
o4 Mini
100%
100%
92%
92%
88%
94%
Mistral Large
100%
100%
100%
100%
71%
94%
Claude 2.0
100%
100%
100%
90%
80%
94%
Z.AI GLM 4.7
100%
100%
94%
88%
81%
93%
Phi-3.5 Mini 128k
100%
100%
100%
100%
63%
93%
Claude 3.7 Sonnet
100%
94%
94%
89%
83%
92%
Cohere Command R+ (Apr. 2024)
100%
100%
90%
89%
80%
92%
Mistral Medium
100%
100%
100%
95%
63%
92%
MoonshotAI: Kimi K2.5
100%
100%
87%
86%
81%
91%
Claude 3.0 Sonnet
100%
100%
89%
86%
78%
90%
Llama 3.2 1B
100%
100%
100%
100%
50%
90%
GPT-4o, Aug. 6th (temp=0)
100%
100%
90%
82%
78%
90%
GPT-4o Mini (temp=1)
93%
92%
92%
87%
86%
90%
Gemini 2.5 Flash
100%
92%
90%
88%
80%
90%
Z.AI GLM 4.6
100%
95%
94%
87%
74%
90%
Phi-3 Medium 128k
100%
100%
88%
83%
77%
90%
Llama 3.1 405B
100%
100%
88%
80%
75%
89%
GPT-4.1 Nano
100%
100%
90%
88%
64%
88%
Inflection 3 (Productivity)
94%
93%
90%
83%
80%
88%
GPT-4.1
100%
91%
85%
82%
79%
87%
GPT-4 Turbo
94%
92%
91%
89%
69%
87%
GPT-4o Mini (temp=0)
94%
92%
86%
85%
77%
87%
MythoMist 7B
100%
100%
83%
80%
67%
86%
Claude 2.1
100%
100%
83%
80%
67%
86%
GPT-4.1 Mini
91%
89%
89%
88%
73%
86%
Claude Sonnet 4.5
96%
89%
84%
82%
77%
86%
Llama 3.2 11B (Vision)
92%
90%
83%
80%
80%
85%
Claude Sonnet 4
93%
92%
82%
80%
77%
85%
Gemini 3 Pro (Preview)
94%
93%
83%
82%
71%
85%
Hermes 2 Theta 8B
94%
92%
85%
82%
70%
84%
Z.AI GLM 4.7 Flash
100%
88%
80%
78%
75%
84%
Qwen 2 72B
100%
89%
86%
82%
62%
84%
GPT-4o, May 13th (temp=1)
91%
86%
85%
80%
75%
83%
AI21 Jamba 1.5 Large
100%
100%
85%
81%
50%
83%
Claude 3.5 Sonnet
90%
87%
82%
77%
76%
83%
Claude Haiku 4.5
100%
92%
86%
73%
62%
82%
Gemini 2.5 Flash Lite
100%
93%
77%
75%
67%
82%
Claude Opus 4.5
89%
89%
83%
78%
71%
82%
Gemini 2.5 Pro
86%
86%
81%
79%
77%
82%
GPT-4o, May 13th (temp=0)
91%
90%
82%
77%
69%
82%
Llama 3.2 3B
100%
100%
80%
71%
57%
82%
GPT-4o, Aug. 6th (temp=1)
100%
82%
79%
73%
73%
81%
Claude Opus 4.6
88%
81%
79%
78%
78%
81%
Gemma 2 27B
86%
86%
78%
78%
77%
81%
Claude 3.5 Sonnet (new)
100%
91%
75%
70%
67%
81%
Inflection 3 (PI)
93%
92%
88%
75%
50%
80%
Qwen 2 7B
100%
89%
75%
70%
63%
79%
Claude Opus 4
83%
82%
82%
75%
74%
79%
Gemini Pro 1.5
100%
88%
82%
67%
56%
78%
Llama 3 70B
89%
88%
80%
70%
64%
78%
Llama 3.1 70B
94%
77%
75%
73%
69%
78%
Writer: Palmyra X5
100%
100%
94%
86%
0%
76%
Toppy M 7B
100%
90%
73%
67%
50%
76%
Fimbulvetr 11B v2
91%
89%
82%
62%
50%
75%
Llama 3.2 90B (Vision)
100%
100%
83%
67%
20%
74%
Magnum v2 72B
100%
89%
67%
63%
43%
72%
Liquid: LFM 40B MoE
100%
100%
100%
57%
0%
71%
Llama 3.1 8B
90%
90%
89%
83%
0%
70%
lzlv 70B
89%
80%
70%
60%
50%
70%
Goliath 120B
100%
83%
67%
56%
43%
70%
Mistral Nemo 12B Celeste
100%
83%
71%
67%
25%
69%
Mistral Large 2
92%
91%
75%
73%
0%
66%
AI21 Jamba
85%
83%
62%
50%
50%
66%
Phi-3 Mini 128k
100%
67%
67%
56%
40%
66%
Llama 3 TenyxChat-DaybreakStorywriter 70B
75%
70%
67%
60%
50%
64%
MythoMax 13B
75%
67%
63%
58%
57%
64%
Gemma 2 9B
89%
86%
71%
40%
33%
64%
Rocinante 12B
100%
67%
63%
50%
38%
63%
Ministral 3B
100%
94%
71%
50%
0%
63%
Llama 3.1 Euryale 70B v2.2
100%
85%
67%
64%
0%
63%
Ministral 8B
100%
75%
67%
64%
0%
61%
Lumimaid v0.2 8B
100%
53%
50%
50%
40%
59%
Magnum 72B
100%
83%
57%
50%
0%
58%
Cohere Command R+ (Aug. 2024)
92%
70%
42%
41%
38%
56%
Claude 3 Haiku
83%
50%
50%
50%
43%
55%
Sao10K L3.1 70B Hanami x1
100%
80%
71%
20%
0%
54%
Qwen 2.5 72B
100%
95%
67%
0%
0%
52%
Llama 3 Euryale 70B v2.1
100%
63%
60%
33%
0%
51%
Claude 3.5 Haiku
64%
60%
45%
45%
36%
50%
Mistral NeMO
100%
83%
67%
0%
0%
50%
Mistral Small Creative
100%
50%
50%
50%
0%
50%
AI21 Jamba 1.5 Mini
100%
55%
50%
43%
0%
49%
WizardLM 2 8x22b
90%
83%
71%
0%
0%
49%
MN GRAND Gutenberg Lyra4 12B Madness
50%
50%
43%
0%
0%
29%
Gemini Flash 1.5
89%
0%
0%
0%
0%
18%
Llama 3.1 Nemotron 70B
44%
0%
0%
0%
0%
9%
EVA Qwen 2.5 14B
33%
0%
0%
0%
0%
7%
75.41%