NC Bench
Overview
About
Tests
Models
Language Writing
Can the model generate text in different languages?
Character dialogue (Hindi) in a story
0-shot
Language
Model
Run 1
Run 2
Run 3
Run 4
Run 5
Total
Claude 3 Haiku
100%
100%
100%
100%
100%
100%
GPT-4o, Aug. 6th (temp=0)
100%
100%
100%
100%
100%
100%
DeepSeek-V2 Chat
100%
100%
100%
100%
100%
100%
GPT-4o Mini (temp=0)
100%
100%
100%
100%
100%
100%
GPT-4o Mini (temp=1)
100%
100%
100%
100%
100%
100%
GPT-4.1 Mini
100%
100%
100%
100%
100%
100%
o4 Mini
100%
100%
100%
100%
100%
100%
Gemini 3 Flash (Preview)
100%
100%
100%
100%
100%
100%
Z.AI GLM 4.5
100%
100%
100%
100%
100%
100%
GPT-4o, May 13th (temp=0)
100%
100%
100%
100%
92%
98%
Claude Opus 4.5
100%
100%
100%
96%
95%
98%
o4 Mini High
100%
100%
100%
100%
91%
98%
Hermes 3 405B
100%
100%
100%
100%
88%
98%
GPT-4o, Aug. 6th (temp=1)
100%
100%
100%
100%
86%
97%
Phi-3 Medium 128k
100%
100%
100%
100%
80%
96%
Z.AI GLM 4.6
100%
100%
100%
100%
58%
92%
Inflection 3 (Productivity)
100%
100%
93%
88%
77%
92%
Hermes 2 Theta 8B
100%
100%
92%
86%
78%
91%
GPT-4.1 Nano
100%
100%
100%
100%
50%
90%
GPT-4.1
100%
100%
100%
100%
45%
89%
Liquid: LFM 40B MoE
100%
100%
100%
100%
44%
89%
Claude 3.5 Sonnet
100%
100%
100%
94%
50%
89%
Gemini 2.5 Flash
100%
100%
100%
92%
50%
88%
Claude 3.7 Sonnet
100%
100%
95%
95%
50%
88%
Llama 3.1 405B
100%
93%
93%
91%
55%
86%
Claude 3.5 Haiku
100%
89%
88%
80%
75%
86%
Inflection 3 (PI)
100%
100%
89%
75%
63%
85%
Hermes 3 70B
100%
100%
91%
71%
60%
84%
GPT-4 Turbo
100%
100%
94%
70%
45%
82%
Gemini Pro 1.5
100%
100%
83%
64%
60%
81%
Phi-3.5 Mini 128k
100%
100%
100%
50%
50%
80%
Mistral NeMO
100%
100%
100%
100%
0%
80%
Claude Haiku 4.5
100%
100%
93%
53%
53%
80%
AI21 Jamba 1.5 Mini
100%
100%
100%
50%
44%
79%
Gemini 2.5 Pro
100%
100%
100%
94%
0%
79%
GPT-4o, May 13th (temp=1)
100%
100%
100%
88%
0%
78%
Llama 3.2 90B (Vision)
100%
90%
78%
60%
57%
77%
Claude Sonnet 4
93%
92%
92%
53%
50%
76%
Goliath 120B
100%
100%
67%
63%
50%
76%
Mistral Small Creative
92%
90%
86%
50%
50%
74%
Claude 2.0
100%
100%
62%
57%
43%
72%
Z.AI GLM 4.7 Flash
100%
100%
57%
50%
50%
71%
MoonshotAI: Kimi K2.5
100%
100%
54%
54%
47%
71%
Qwen 2 7B
100%
100%
57%
50%
47%
71%
Claude 2.1
100%
100%
50%
50%
50%
70%
Cohere Command R+ (Apr. 2024)
100%
100%
88%
60%
0%
70%
Gemma 2 9B
100%
100%
86%
60%
0%
69%
Claude 3.0 Sonnet
100%
67%
63%
57%
57%
69%
Cohere Command R+ (Aug. 2024)
100%
100%
88%
55%
0%
68%
Llama 3.2 3B
100%
83%
60%
50%
45%
68%
Lumimaid v0.2 8B
100%
89%
67%
43%
40%
68%
Toppy M 7B
100%
78%
64%
46%
46%
67%
Gemini 2.5 Flash Lite
93%
64%
60%
60%
56%
67%
Gemma 2 27B
100%
67%
63%
60%
43%
66%
Llama 3.1 70B
100%
60%
57%
56%
54%
65%
Claude Opus 4.6
100%
59%
55%
55%
54%
64%
Llama 3.2 1B
100%
67%
50%
50%
50%
63%
Mistral Large 2
100%
100%
62%
50%
0%
62%
Phi-3 Mini 128k
100%
60%
50%
50%
44%
61%
Llama 3 Euryale 70B v2.1
100%
53%
50%
50%
50%
61%
AI21 Jamba
100%
64%
53%
44%
40%
60%
AI21 Jamba 1.5 Large
100%
100%
50%
50%
0%
60%
MythoMax 13B
100%
55%
50%
50%
44%
60%
lzlv 70B
100%
56%
54%
45%
38%
58%
Qwen 2.5 72B
100%
48%
47%
46%
46%
57%
Qwen 2 72B
67%
57%
57%
56%
50%
57%
Mistral Nemo 12B Celeste
83%
63%
57%
50%
33%
57%
Llama 3 70B
60%
58%
57%
56%
55%
57%
Claude Opus 4
83%
50%
50%
47%
47%
55%
WizardLM 2 8x22b
93%
64%
63%
57%
0%
55%
Z.AI GLM 4.7
58%
55%
54%
54%
53%
55%
Mistral Medium
64%
55%
54%
47%
47%
53%
MN GRAND Gutenberg Lyra4 12B Madness
100%
67%
50%
50%
0%
53%
Llama 3.1 8B
64%
60%
50%
46%
44%
53%
Llama 3.2 11B (Vision)
100%
57%
57%
50%
0%
53%
Gemini Flash 1.5
80%
64%
64%
55%
0%
52%
Magnum v2 72B
55%
53%
50%
50%
50%
51%
Llama 3.1 Euryale 70B v2.2
100%
71%
50%
33%
0%
51%
Ministral 3B
53%
50%
50%
50%
50%
51%
Claude Sonnet 4.5
53%
52%
50%
50%
47%
50%
Mistral Large
50%
50%
50%
50%
50%
50%
Claude 3.5 Sonnet (new)
58%
50%
50%
50%
40%
50%
Fimbulvetr 11B v2
100%
67%
64%
0%
0%
46%
Llama 3 TenyxChat-DaybreakStorywriter 70B
78%
57%
50%
43%
0%
46%
Magnum 72B
60%
50%
50%
40%
25%
45%
Gemini 3 Pro (Preview)
56%
54%
54%
53%
0%
43%
MythoMist 7B
83%
58%
56%
0%
0%
40%
EVA Qwen 2.5 14B
67%
63%
56%
0%
0%
37%
Ministral 8B
64%
56%
50%
0%
0%
34%
Sao10K L3.1 70B Hanami x1
93%
29%
29%
0%
0%
30%
Rocinante 12B
67%
50%
0%
0%
0%
23%
Llama 3.1 Nemotron 70B
60%
50%
0%
0%
0%
22%
Writer: Palmyra X5
0%
0%
0%
0%
0%
0%
69.75%