Contains a count of nouns

Test: Language Comprehension

Avg. Score

86.9%

Scenarios

Overall Performance

Performance Score Distribution (Top 20)

Click a model name to view its detail page.

Rank ▲	Model	Score	Avg. Cost	Avg. Time	Stability
1	Ministral 3 3B	100.0%	$0.0000	855ms	100%
2	Mistral NeMO	100.0%	$0.0000	870ms	100%
3	Ministral 3 8B	100.0%	$0.0000	1.1s	100%
4	Mistral Small Creative	100.0%	$0.0001	1.1s	100%
5	Stealth: Aurora Alpha	100.0%	—	1.2s	100%
6	Ministral 3 14B	100.0%	$0.0000	1.4s	100%
7	GPT-4.1 Nano	100.0%	$0.0000	1.9s	100%
8	GPT-4.1 Mini	100.0%	$0.0001	1.8s	100%
9	Mistral Small 3.2 24B	100.0%	$0.0000	2.5s	100%
10	Mistral Medium 3.1	100.0%	$0.0002	2.0s	100%
11	Arcee AI: Trinity Large (Preview)	100.0%	$0.0000	3.3s	100%
12	Claude 3.5 Haiku	100.0%	$0.0005	1.5s	100%
13	GPT-4o, Aug. 6th (temp=0)	100.0%	$0.0005	1.5s	100%
14	GPT-4o, Aug. 6th (temp=1)	100.0%	$0.0005	1.3s	100%
15	Hermes 3 70B	100.0%	$0.0001	3.5s	100%
16	Grok 4 Fast	100.0%	$0.0002	2.9s	100%
17	Claude Haiku 4.5	100.0%	$0.0005	1.8s	100%
18	Qwen 2.5 72B	100.0%	$0.0001	3.7s	100%
19	Mistral Large 3	100.0%	$0.0003	3.1s	100%
20	Gemma 3 27B	100.0%	$0.0000	4.8s	100%
21	Mistral Large 2	100.0%	$0.0006	2.6s	100%
22	Qwen 3.5 Plus (2026-02-15)	100.0%	$0.0003	4.2s	100%
23	Grok 4.1 Fast	100.0%	$0.0002	4.4s	100%
24	DeepSeek V3 (2024-12-26)	100.0%	$0.0002	5.1s	100%
25	DeepSeek-V2 Chat	100.0%	$0.0000	5.8s	100%
26	Mistral Large	100.0%	$0.0008	2.5s	100%
27	DeepSeek V3 (2025-03-24)	100.0%	$0.0002	5.3s	100%
28	Rocinante 12B	100.0%	$0.0001	6.0s	100%
29	GPT-4o, May 13th (temp=0)	100.0%	$0.0011	1.9s	100%
30	GPT-4o, May 13th (temp=1)	100.0%	$0.0013	2.0s	100%
31	WizardLM 2 8x22b	100.0%	$0.0003	7.1s	100%
32	Claude Sonnet 4.6	100.0%	$0.0016	2.8s	100%
33	Claude 3.7 Sonnet	100.0%	$0.0018	3.2s	100%
34	Hermes 3 405B	100.0%	$0.0000	12.2s	100%
35	Minimax M2.5	100.0%	$0.0007	10.3s	100%
36	Claude Opus 4.5	100.0%	$0.0026	3.6s	100%
37	Claude Opus 4.6	100.0%	$0.0027	3.8s	100%
38	Z.AI GLM 4.5	100.0%	$0.0011	12.9s	100%
39	MoonshotAI: Kimi K2.5	100.0%	$0.0020	12.7s	100%
40	ByteDance Seed 1.6	100.0%	$0.0014	17.1s	100%
41	Gemma 3 12B	90.0%	$0.0000	2.8s	40%
42	GPT-4.1	90.0%	$0.0006	1.9s	40%
43	Llama 3.1 70B	90.0%	$0.0001	8.3s	40%
44	Claude Opus 4	100.0%	$0.0095	9.3s	100%
45	DeepSeek V3.1	90.0%	$0.0001	8.5s	40%
46	Z.AI GLM 4.6	100.0%	$0.0023	41.1s	100%
47	Claude Sonnet 4.5	90.0%	$0.0015	3.2s	40%
48	Writer: Palmyra X5	90.0%	$0.0008	8.3s	40%
49	Claude 3.5 Sonnet	90.0%	$0.0025	5.4s	40%
50	GPT-5 Mini	90.0%	$0.0013	10.3s	40%
51	Grok 4	100.0%	$0.0095	16.8s	100%
52	Llama 3.1 8B	80.0%	$0.0000	1.2s	20%
53	Z.AI GLM 4.7 Flash	90.0%	$0.0004	19.9s	40%
54	Arcee AI: Trinity Mini	80.0%	$0.0001	3.0s	20%
55	Llama 3.1 Nemotron 70B	80.0%	$0.0001	8.3s	20%
56	Claude Sonnet 4	80.0%	$0.0015	2.7s	20%
57	Gemini 2.5 Flash Lite	70.0%	$0.0000	568ms	8%
58	Gemini 2.5 Flash	70.0%	$0.0001	646ms	8%
59	Gemini 3 Flash (Preview)	70.0%	$0.0005	1.7s	8%
60	Z.AI GLM 5	90.0%	$0.0032	26.3s	40%
61	Ministral 8B	60.0%	$0.0000	733ms	2%
62	Gemma 3 4B	60.0%	$0.0000	1.1s	2%
63	GPT-4o Mini (temp=1)	60.0%	$0.0000	1.0s	2%
64	Claude 3 Haiku	60.0%	$0.0001	1.3s	2%
65	Qwen 3.5 397B A17B	100.0%	$0.0071	59.1s	100%
66	DeepSeek V3.2	60.0%	$0.0001	5.5s	2%
67	GPT-5.2	60.0%	$0.0011	3.3s	2%
68	GPT-5.1	60.0%	$0.0012	4.3s	2%
69	GPT-4o Mini (temp=0)	50.0%	$0.0000	1.2s	0%
70	Gemini 2.5 Pro	80.0%	$0.0068	6.9s	20%
71	Cohere Command R+ (Aug. 2024)	50.0%	$0.0008	1.7s	0%
72	GPT-5	70.0%	$0.0039	9.3s	8%
73	o4 Mini	50.0%	$0.0012	4.3s	0%
74	Gemini 3 Pro (Preview)	90.0%	$0.012	9.7s	40%
75	ByteDance Seed 1.6 Flash	40.0%	$0.0002	5.1s	0%
76	o4 Mini High	50.0%	$0.0019	5.5s	0%
77	Gemini 3.1 Pro (Preview)	90.0%	$0.013	14.4s	40%
78	Ministral 3B	20.0%	$0.0000	591ms	0%
79	GPT-5 Nano	50.0%	$0.0007	22.4s	0%
80	Z.AI GLM 4.7	60.0%	$0.0023	29.0s	2%
86.87%

Individual Scenarios

▼

Friend got new kittens (German)

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Qwen 3.5 397B A17B	100	100	100	100	100	100.0%
Claude Opus 4.6	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100.0%
Claude Opus 4.5	100	100	100	100	100	100.0%
Claude Opus 4	100	100	100	100	100	100.0%
Minimax M2.5	100	100	100	100	100	100.0%
Grok 4	100	100	100	100	100	100.0%
Claude Sonnet 4.6	100	100	100	100	100	100.0%
Grok 4.1 Fast	100	100	100	100	100	100.0%
ByteDance Seed 1.6	100	100	100	100	100	100.0%
Z.AI GLM 4.6	100	100	100	100	100	100.0%
Stealth: Aurora Alpha	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-02-15)	100	100	100	100	100	100.0%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	100.0%
Grok 4 Fast	100	100	100	100	100	100.0%
DeepSeek V3 (2024-12-26)	100	100	100	100	100	100.0%
Mistral Large 3	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=0)	100	100	100	100	100	100.0%
DeepSeek-V2 Chat	100	100	100	100	100	100.0%
Claude 3.7 Sonnet	100	100	100	100	100	100.0%
Claude Haiku 4.5	100	100	100	100	100	100.0%
Z.AI GLM 4.5	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=0)	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=1)	100	100	100	100	100	100.0%
Claude 3.5 Haiku	100	100	100	100	100	100.0%
GPT-4.1 Mini	100	100	100	100	100	100.0%
Mistral Medium 3.1	100	100	100	100	100	100.0%
Writer: Palmyra X5	100	100	100	100	100	100.0%
Mistral Large 2	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100.0%
Mistral Large	100	100	100	100	100	100.0%
Gemma 3 27B	100	100	100	100	100	100.0%
Mistral Small Creative	100	100	100	100	100	100.0%
Ministral 3 14B	100	100	100	100	100	100.0%
Qwen 2.5 72B	100	100	100	100	100	100.0%
Mistral Small 3.2 24B	100	100	100	100	100	100.0%
Arcee AI: Trinity Large (Preview)	100	100	100	100	100	100.0%
Hermes 3 70B	100	100	100	100	100	100.0%
Ministral 3 8B	100	100	100	100	100	100.0%
Ministral 3 3B	100	100	100	100	100	100.0%
Mistral NeMO	100	100	100	100	100	100.0%
GPT-4.1 Nano	100	100	100	100	100	100.0%
WizardLM 2 8x22b	100	100	100	100	100	100.0%
Rocinante 12B	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	0	80.0%
GPT-5 Mini	100	100	100	100	0	80.0%
Z.AI GLM 5	100	100	100	100	0	80.0%
Gemini 3 Pro (Preview)	100	100	100	100	0	80.0%
Claude Sonnet 4.5	100	100	100	100	0	80.0%
GPT-4.1	100	100	100	100	0	80.0%
Gemini 3 Flash (Preview)	100	100	100	100	0	80.0%
Z.AI GLM 4.7 Flash	100	100	100	100	0	80.0%
Claude 3.5 Sonnet	100	100	100	100	0	80.0%
DeepSeek V3.1	100	100	100	100	0	80.0%
Gemma 3 12B	100	100	100	100	0	80.0%
Llama 3.1 70B	100	100	100	100	0	80.0%
Llama 3.1 Nemotron 70B	100	100	100	100	0	80.0%
Llama 3.1 8B	100	100	100	100	0	80.0%
Ministral 8B	100	100	100	100	0	80.0%
GPT-5	100	100	100	0	0	60.0%
Gemini 2.5 Pro	100	100	100	0	0	60.0%
Claude Sonnet 4	100	100	100	0	0	60.0%
Arcee AI: Trinity Mini	100	100	100	0	0	60.0%
GPT-5.1	100	100	0	0	0	40.0%
Z.AI GLM 4.7	100	100	0	0	0	40.0%
Gemini 2.5 Flash	100	100	0	0	0	40.0%
Gemini 2.5 Flash Lite	100	100	0	0	0	40.0%
GPT-5.2	100	0	0	0	0	20.0%
DeepSeek V3.2	100	0	0	0	0	20.0%
GPT-4o Mini (temp=1)	100	0	0	0	0	20.0%
Claude 3 Haiku	100	0	0	0	0	20.0%
Gemma 3 4B	100	0	0	0	0	20.0%
Ministral 3B	100	0	0	0	0	20.0%
o4 Mini High	0	0	0	0	0	0.0%
o4 Mini	0	0	0	0	0	0.0%
GPT-5 Nano	0	0	0	0	0	0.0%
ByteDance Seed 1.6 Flash	0	0	0	0	0	0.0%
GPT-4o Mini (temp=0)	0	0	0	0	0	0.0%
Cohere Command R+ (Aug. 2024)	0	0	0	0	0	0.0%

▼

Friend got new kittens (Tagalog)

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100.0%
Claude Opus 4.6	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100.0%
Claude Opus 4.5	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100.0%
Z.AI GLM 5	100	100	100	100	100	100.0%
Gemini 2.5 Pro	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100.0%
Gemini 3 Pro (Preview)	100	100	100	100	100	100.0%
Claude Opus 4	100	100	100	100	100	100.0%
Minimax M2.5	100	100	100	100	100	100.0%
Claude Sonnet 4	100	100	100	100	100	100.0%
Grok 4	100	100	100	100	100	100.0%
Claude Sonnet 4.6	100	100	100	100	100	100.0%
Claude Sonnet 4.5	100	100	100	100	100	100.0%
Grok 4.1 Fast	100	100	100	100	100	100.0%
ByteDance Seed 1.6	100	100	100	100	100	100.0%
Z.AI GLM 4.6	100	100	100	100	100	100.0%
GPT-4.1	100	100	100	100	100	100.0%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100.0%
Stealth: Aurora Alpha	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-02-15)	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100.0%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	100.0%
Grok 4 Fast	100	100	100	100	100	100.0%
Claude 3.5 Sonnet	100	100	100	100	100	100.0%
DeepSeek V3 (2024-12-26)	100	100	100	100	100	100.0%
Mistral Large 3	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=0)	100	100	100	100	100	100.0%
DeepSeek-V2 Chat	100	100	100	100	100	100.0%
Claude 3.7 Sonnet	100	100	100	100	100	100.0%
Claude Haiku 4.5	100	100	100	100	100	100.0%
DeepSeek V3.2	100	100	100	100	100	100.0%
Z.AI GLM 4.5	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=0)	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=1)	100	100	100	100	100	100.0%
Claude 3.5 Haiku	100	100	100	100	100	100.0%
GPT-4.1 Mini	100	100	100	100	100	100.0%
Mistral Medium 3.1	100	100	100	100	100	100.0%
DeepSeek V3.1	100	100	100	100	100	100.0%
Mistral Large 2	100	100	100	100	100	100.0%
Gemini 2.5 Flash	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	100	100.0%
GPT-4o Mini (temp=0)	100	100	100	100	100	100.0%
Gemma 3 12B	100	100	100	100	100	100.0%
Llama 3.1 70B	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite	100	100	100	100	100	100.0%
Mistral Large	100	100	100	100	100	100.0%
Gemma 3 27B	100	100	100	100	100	100.0%
Mistral Small Creative	100	100	100	100	100	100.0%
Ministral 3 14B	100	100	100	100	100	100.0%
Qwen 2.5 72B	100	100	100	100	100	100.0%
Mistral Small 3.2 24B	100	100	100	100	100	100.0%
Arcee AI: Trinity Large (Preview)	100	100	100	100	100	100.0%
Hermes 3 70B	100	100	100	100	100	100.0%
Claude 3 Haiku	100	100	100	100	100	100.0%
Ministral 3 8B	100	100	100	100	100	100.0%
Arcee AI: Trinity Mini	100	100	100	100	100	100.0%
Ministral 3 3B	100	100	100	100	100	100.0%
Cohere Command R+ (Aug. 2024)	100	100	100	100	100	100.0%
Mistral NeMO	100	100	100	100	100	100.0%
GPT-4.1 Nano	100	100	100	100	100	100.0%
Gemma 3 4B	100	100	100	100	100	100.0%
WizardLM 2 8x22b	100	100	100	100	100	100.0%
Rocinante 12B	100	100	100	100	100	100.0%
GPT-5.1	100	100	100	100	0	80.0%
GPT-5	100	100	100	100	0	80.0%
Z.AI GLM 4.7	100	100	100	100	0	80.0%
ByteDance Seed 1.6 Flash	100	100	100	100	0	80.0%
Writer: Palmyra X5	100	100	100	100	0	80.0%
Llama 3.1 Nemotron 70B	100	100	100	100	0	80.0%
Llama 3.1 8B	100	100	100	100	0	80.0%
Gemini 3 Flash (Preview)	100	100	100	0	0	60.0%
Ministral 8B	100	100	0	0	0	40.0%
Ministral 3B	100	0	0	0	0	20.0%

Contains a count of nouns

Overall Performance

Performance Score Distribution (Top 20)

Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

Top Overall Models (Top 20)

Individual Scenarios

Friend got new kittens (German)

Friend got new kittens (Tagalog)