Matches word count

Avg. Score

81.0%

Scenarios

Overall Performance

Rank ▲	Model	Score	Avg. Cost	Avg. Time	Stability
1	Gemini 3.1 Flash Lite (Preview)	100.0%	$0.0001	1.2s	100%
2	Gemini 3.1 Flash Lite	100.0%	$0.0001	1.5s	100%
3	Inception Mercury 2	99.9%	$0.0007	1.2s	98%
4	GPT-5.4 Nano (Reasoning)	100.0%	$0.0010	7.5s	100%
5	GPT-5.4 Mini (Reasoning, Low)	100.0%	$0.0025	6.3s	100%
6	Gemini 3 Flash (Preview)	99.2%	$0.0004	1.9s	95%
7	Nemotron 3 Super	100.0%	$0.0000	16.0s	100%
8	GPT-5.4 Mini (Reasoning)	100.0%	$0.0038	8.1s	100%
9	GPT-5.4 Nano (Reasoning, Low)	99.5%	$0.0008	5.7s	95%
10	GPT-OSS 120B	99.8%	$0.0004	20.3s	98%
11	GPT-5 Nano	100.0%	$0.0010	28.2s	100%
12	GPT-5.4 (Reasoning, Low)	100.0%	$0.0093	10.4s	100%
13	Gemini 3.1 Flash Lite (Reasoning)	98.0%	$0.0001	2.0s	85%
14	Grok 4.5 (Reasoning, Low)	100.0%	$0.0090	15.4s	100%
15	o4 Mini	100.0%	$0.0083	20.8s	100%
16	GPT-5.2	100.0%	$0.011	15.0s	100%
17	Gemini 3 Flash (Preview, Reasoning)	100.0%	$0.010	17.7s	100%
18	Qwen 3.5 Flash	100.0%	$0.0024	38.6s	100%
19	GPT-5 Mini	99.3%	$0.0043	26.2s	94%
20	Z.AI GLM 5 Turbo	100.0%	$0.011	26.6s	100%
21	Gemma 4 26B	96.0%	$0.0000	3.8s	79%
22	GPT-5.4 (Reasoning)	99.8%	$0.013	19.5s	98%
23	o4 Mini High	100.0%	$0.011	27.6s	100%
24	Z.AI GLM 5.2 (Reasoning, High)	100.0%	$0.0100	31.0s	100%
25	Grok 4.3 (Reasoning)	100.0%	$0.0071	38.6s	100%
26	Grok 4.20 (Reasoning)	99.4%	$0.0069	26.9s	94%
27	Grok 4.5 (Reasoning, High)	100.0%	$0.012	27.8s	100%
28	GPT-5.5 (Reasoning, Low)	99.8%	$0.019	11.7s	98%
29	Gemini 3.5 Flash (Reasoning)	100.0%	$0.023	10.4s	100%
30	MiniMax M2.5	98.8%	$0.0031	39.2s	90%
31	MiniMax M2.7	98.9%	$0.0041	44.4s	93%
32	GPT-5.1	99.7%	$0.017	26.6s	97%
33	Claude Opus 4.5	93.6%	$0.0052	6.8s	79%
34	Claude Sonnet 5 (Reasoning)	99.9%	$0.023	19.1s	99%
35	GPT-5.5 (Reasoning)	99.9%	$0.025	13.6s	98%
36	Qwen 3.5 35B	99.7%	$0.013	39.4s	96%
37	ByteDance Seed 2.0 Lite	99.3%	$0.0051	58.7s	96%
38	Claude Sonnet 5 (Reasoning, Low)	100.0%	$0.025	20.7s	100%
39	MoonshotAI: Kimi K2.5	99.8%	$0.0086	55.1s	98%
40	GPT-5.4 Mini	88.4%	$0.0006	1.1s	71%
41	GPT-4.1	88.1%	$0.0012	2.8s	73%
42	Gemini 3.5 Flash (Reasoning, Minimal)	88.4%	$0.0011	1.6s	68%
43	Qwen 3.6 Flash	96.0%	$0.0087	23.4s	78%
44	Qwen 3.6 35B	96.3%	$0.0070	38.8s	83%
45	Gemma 4 31B	88.9%	$0.0001	8.6s	67%
46	Claude Opus 4.7	90.6%	$0.0079	5.1s	72%
47	GPT-4o Mini (temp=0)	86.1%	$0.0001	9.2s	69%
48	Mistral Small 4 (Reasoning)	90.4%	$0.0015	16.7s	70%
49	Qwen 3.5 27B	100.0%	$0.016	1.0m	100%
50	Aion 2.0	96.6%	$0.0034	50.7s	82%
51	ByteDance Seed 1.6	95.8%	$0.0027	31.1s	71%
52	Claude Opus 4.7 (Reasoning)	98.7%	$0.033	8.9s	93%
53	GPT-5.4	86.7%	$0.0019	4.4s	63%
54	MiniMax M3	99.0%	$0.0043	1.3m	89%
55	Qwen3.7 Max	100.0%	$0.026	50.1s	100%
56	Claude Opus 4.8 (Reasoning)	99.9%	$0.042	18.1s	99%
57	Qwen 3.5 122B	100.0%	$0.026	57.1s	100%
58	Llama 3.1 70B	83.6%	$0.0002	2.1s	56%
59	ByteDance Seed 1.6 Flash	87.4%	$0.0007	13.5s	57%
60	GPT-4o Mini (temp=1)	84.5%	$0.0001	6.1s	56%
61	Claude Opus 4.8 (Reasoning, Low)	99.7%	$0.040	27.8s	97%
62	Qwen 3.5 9B	100.0%	$0.0013	2.1m	100%
63	GPT-5	99.9%	$0.031	51.9s	99%
64	Qwen 3.6 27B	98.3%	$0.015	1.1m	88%
65	Gemma 4 31B (Reasoning)	100.0%	$0.0011	2.1m	100%
66	Qwen 3.5 Plus (2026-04-20)	99.0%	$0.012	1.4m	92%
67	Mistral Medium 3.1	81.0%	$0.0003	4.3s	54%
68	Claude Opus 4	87.2%	$0.015	13.2s	66%
69	Z.AI GLM 4.7 Flash	91.7%	$0.0018	1.3m	77%
70	Z.AI GLM 5.1	99.9%	$0.017	1.7m	99%
71	Claude Opus 4.6	83.8%	$0.0055	7.6s	53%
72	GPT-4.1 Nano	77.8%	$0.0001	2.4s	50%
73	Z.AI GLM 5	98.5%	$0.011	1.6m	89%
74	MoonshotAI: Kimi K2.6	100.0%	$0.016	1.9m	100%
75	GPT-4.1 Mini	79.6%	$0.0002	2.2s	45%
76	Claude Opus 4.6 (Reasoning)	99.8%	$0.052	27.5s	98%
77	Claude Sonnet 4.5	81.9%	$0.0033	6.0s	46%
78	Nemotron 3 Nano	99.7%	$0.0023	2.5m	97%
79	Gemini 3.1 Pro (Preview)	100.0%	$0.051	43.9s	100%
80	Gemma 4 26B (Reasoning)	99.4%	$0.0019	2.4m	94%
81	Claude Sonnet 4	79.0%	$0.0029	5.2s	40%
82	Qwen 2.5 72B	77.4%	$0.0003	16.6s	44%
83	Gemini 2.5 Pro	85.2%	$0.018	16.6s	57%
84	ByteDance Seed 2.0 Mini	99.5%	$0.0026	2.7m	98%
85	GPT-4o, Aug. 6th (temp=1)	74.4%	$0.0015	2.4s	35%
86	Aion 3.0	91.2%	$0.017	57.7s	61%
87	GPT-5.5	74.9%	$0.0032	4.0s	35%
88	Qwen3.6 Max Preview	100.0%	$0.033	1.9m	100%
89	Gemma 3 27B	72.9%	$0.0000	5.4s	31%
90	Ministral 3 14B	65.9%	$0.0001	2.0s	37%
91	Gemini 2.5 Flash Lite (Reasoning)	70.0%	$0.0005	5.6s	34%
92	DeepSeek V3 (2025-03-24)	70.2%	$0.0001	6.9s	28%
93	Qwen3 235B A22B Instruct 2507	66.5%	$0.0001	6.9s	32%
94	Claude Haiku 4.5	67.1%	$0.0009	2.9s	28%
95	Xiaomi MIMO v2.5 Pro	75.3%	$0.0035	17.6s	29%
96	Claude Sonnet 4.6	70.1%	$0.0024	4.6s	25%
97	GPT-4o, Aug. 6th (temp=0)	67.5%	$0.0013	2.2s	23%
98	DeepSeek V3 (2024-12-26)	65.5%	$0.0002	6.6s	26%
99	Writer: Palmyra X5	62.2%	$0.0014	7.9s	32%
100	Claude Sonnet 4.6 (Reasoning)	100.0%	$0.078	49.2s	100%
101	Z.AI GLM 4.7	95.1%	$0.0065	2.5m	71%
102	DeepSeek V4 Pro (Reasoning)	86.2%	$0.0042	1.3m	40%
103	Mistral Small 4	58.1%	$0.0001	1.6s	23%
104	Qwen 3.5 397B A17B	100.0%	$0.025	3.0m	100%
105	Aion 3.0 Mini	90.5%	$0.0057	1.8m	47%
106	GPT-5.4 Nano	58.0%	$0.0002	1.4s	20%
107	Gemma 3 12B	62.9%	$0.0000	4.1s	15%
108	Grok 4.20	59.1%	$0.0003	2.1s	19%
109	Gemini 2.5 Flash (Reasoning)	64.0%	$0.0038	7.4s	20%
110	Mistral Small 3.2 24B	54.7%	$0.0001	2.6s	22%
111	DeepSeek V4 Pro	63.9%	$0.0003	7.9s	12%
112	Gemma 3 4B	57.3%	$0.0000	1.8s	15%
113	Hermes 3 405B	58.2%	$0.0000	11.9s	18%
114	Mistral Large 3	56.9%	$0.0003	4.6s	16%
115	Qwen 3.5 Plus (2026-02-15)	52.4%	$0.0003	5.9s	20%
116	Gemini 2.5 Flash Lite	51.9%	$0.0000	785ms	16%
117	Cydonia 24B V4.1	52.0%	$0.0001	4.2s	16%
118	Xiaomi MIMO v2.5	55.3%	$0.0016	8.1s	16%
119	Grok 4.3	52.1%	$0.0002	1.4s	14%
120	DeepSeek V3.2	60.8%	$0.0003	16.5s	11%
121	DeepSeek V3.1	53.6%	$0.0001	9.1s	14%
122	Ministral 3 3B	41.8%	$0.0000	1.0s	21%
123	DeepSeek V4 Flash	47.1%	$0.0000	7.2s	17%
124	Cohere Command R+ (Aug. 2024)	44.8%	$0.0008	2.0s	17%
125	WizardLM 2 8x22b	43.7%	$0.0002	8.4s	19%
126	Claude Sonnet 5	48.2%	$0.0035	7.5s	16%
127	Gemini 2.5 Flash	44.0%	$0.0003	1.3s	12%
128	DeepSeek V4 Flash (Reasoning)	58.3%	$0.0002	51.7s	21%
129	Ministral 3 8B	41.6%	$0.0000	1.5s	10%
130	Hermes 3 70B	42.1%	$0.0001	5.8s	11%
131	Qwen 3 32B	38.4%	$0.0003	13.8s	19%
132	Z.AI GLM 4.5	41.9%	$0.0003	5.8s	8%
133	Z.AI GLM 4.5 Air	38.0%	$0.0005	12.9s	12%
134	Z.AI GLM 4.6	57.6%	$0.0034	55.9s	15%
135	Mistral Large 2	37.5%	$0.0007	2.9s	7%
136	Arcee AI: Trinity Mini	31.3%	$0.0001	3.2s	11%
137	Ministral 3B	26.1%	$0.0000	768ms	14%
138	Ministral 8B	28.4%	$0.0000	904ms	7%
139	DeepSeek-V2 Chat	33.3%	$0.0001	10.5s	3%
140	Mistral NeMO	18.6%	$0.0000	1.9s	7%
81.02%

Individual Scenarios

▼

Write sentences with 5 words each

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	# 8	# 9	# 10	Avg ▼
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen3.7 Max	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.5 (Reasoning, High)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5.1	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen3.6 Max Preview	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5.2 (Reasoning, High)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5 Turbo	100	100	100	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.6	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.3 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.20 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6	100	100	100	100	100	100	100	100	100	100	100.0%
MiniMax M3	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 122B	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 27B	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview, Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 31B (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 26B (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 35B	100	100	100	100	100	100	100	100	100	100	100.0%
MiniMax M2.5	100	100	100	100	100	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning, Minimal)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Flash	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 31B	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 26B	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 9B	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Inception Mercury 2	100	100	100	100	100	100	100	100	100	100	100.0%
Nemotron 3 Super	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Nemotron 3 Nano	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7	100	100	100	100	100	100	100	100	100	99	99.9%
Aion 3.0	100	100	100	100	100	100	100	100	100	99	99.9%
Claude Sonnet 5 (Reasoning)	100	100	100	100	100	100	100	100	100	99	99.9%
Claude Opus 4.7	100	100	100	100	100	100	100	100	100	98	99.8%
Llama 3.1 70B	100	100	100	100	100	100	100	100	100	98	99.8%
Qwen 3.6 27B	100	100	100	100	100	100	100	100	100	98	99.8%
GPT-OSS 120B	100	100	100	100	100	100	100	100	100	98	99.8%
Claude Opus 4.8 (Reasoning)	100	100	100	100	100	100	100	100	99	98	99.7%
ByteDance Seed 1.6	100	100	100	100	100	100	100	100	100	96	99.6%
GPT-5.5	100	100	100	100	100	100	100	100	98	96	99.5%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100	100	100	100	94	99.4%
Qwen 3.5 Plus (2026-04-20)	100	100	100	100	100	100	100	98	98	98	99.3%
ByteDance Seed 2.0 Mini	100	100	100	100	100	100	100	98	98	97	99.3%
GPT-5.1	100	100	100	100	100	100	100	100	100	92	99.2%
Claude Opus 4.8 (Reasoning, Low)	100	100	100	100	100	100	100	100	95	95	99.0%
Mistral Medium 3.1	100	100	100	100	100	100	98	98	97	97	99.0%
ByteDance Seed 2.0 Lite	100	100	100	100	100	100	100	100	98	92	98.9%
Claude Opus 4.5	100	100	100	100	100	100	100	100	100	89	98.9%
MiniMax M2.7	100	100	100	100	100	100	100	100	100	89	98.9%
Gemini 2.5 Pro	100	100	100	100	100	100	98	97	97	96	98.9%
Aion 3.0 Mini	100	100	100	100	100	100	100	100	100	88	98.8%
GPT-5.4 Mini	100	100	100	100	100	98	98	98	97	96	98.6%
DeepSeek V4 Pro	100	100	100	100	100	100	100	98	98	89	98.5%
GPT-4o Mini (temp=0)	100	98	98	98	98	98	98	98	98	96	98.3%
Gemini 2.5 Flash Lite (Reasoning)	100	100	100	99	98	98	98	97	97	96	98.3%
DeepSeek V4 Pro (Reasoning)	100	100	100	100	100	100	100	99	94	88	98.2%
GPT-4.1 Mini	100	100	100	100	99	98	98	97	96	93	98.1%
Gemma 3 27B	100	100	100	100	100	98	98	96	96	93	98.0%
Claude Opus 4.6	100	100	100	100	100	100	98	95	94	93	97.9%
Claude Opus 4.7 (Reasoning)	100	100	100	100	100	100	99	95	95	90	97.8%
GPT-4o Mini (temp=1)	100	100	100	100	100	100	96	95	94	93	97.8%
Claude Opus 4	100	100	100	100	100	100	97	95	94	93	97.8%
Gemini 2.5 Flash (Reasoning)	100	99	99	99	99	97	97	96	95	95	97.5%
GPT-5.4	100	100	100	100	100	100	98	96	91	89	97.5%
Aion 2.0	100	100	100	100	100	100	100	97	90	83	97.1%
GPT-4.1 Nano	100	100	100	100	100	98	97	96	91	89	97.1%
Mistral Small 4 (Reasoning)	100	100	100	100	98	97	96	94	94	91	96.9%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	98	98	98	88	81	96.3%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100	100	96	87	80	96.3%
Gemma 3 12B	100	100	100	98	96	96	96	96	93	87	96.0%
Qwen 3.6 Flash	100	100	100	100	100	100	94	94	91	80	95.9%
Z.AI GLM 4.6	100	98	98	98	97	96	94	93	92	90	95.7%
Claude Sonnet 4	100	100	100	100	97	97	93	92	91	86	95.6%
GPT-4o, Aug. 6th (temp=1)	100	100	99	99	96	95	94	93	91	89	95.5%
Claude Sonnet 4.5	100	100	100	100	99	96	94	91	89	86	95.5%
Gemma 3 4B	100	100	100	98	98	98	94	93	89	77	94.6%
DeepSeek V3 (2024-12-26)	100	100	100	100	100	100	96	93	86	70	94.5%
GPT-4o, Aug. 6th (temp=0)	98	96	96	94	93	93	93	93	93	92	94.2%
GPT-4.1	100	98	98	98	97	96	96	89	88	78	93.7%
Qwen 3.6 35B	100	100	100	100	100	96	92	91	80	78	93.6%
DeepSeek V3.2	100	100	100	100	100	99	93	87	78	78	93.6%
Z.AI GLM 4.5	100	100	100	98	98	98	89	87	82	81	93.2%
DeepSeek V3.1	100	100	99	98	97	97	90	85	84	82	93.2%
Claude Haiku 4.5	99	99	99	98	97	92	90	88	86	84	93.1%
Grok 4.3	100	100	100	100	100	100	89	78	78	78	92.3%
Xiaomi MIMO v2.5 Pro	100	100	100	100	99	95	94	80	78	73	92.0%
Qwen3 235B A22B Instruct 2507	99	98	94	93	93	92	91	90	86	80	91.6%
Mistral Large 3	96	93	93	93	91	91	89	89	89	89	91.4%
Grok 4.20	100	100	98	98	97	97	96	82	82	65	91.3%
Mistral Small 4	100	96	96	96	93	92	91	87	82	76	90.8%
Gemini 2.5 Flash Lite	100	98	96	95	93	91	89	86	86	72	90.7%
Qwen 2.5 72B	100	100	100	100	100	100	100	95	93	0	88.9%
Claude Sonnet 5	99	95	93	90	90	88	87	83	80	75	88.0%
ByteDance Seed 1.6 Flash	100	100	96	91	91	89	87	85	72	60	87.0%
Cydonia 24B V4.1	98	94	94	93	93	89	85	79	78	64	86.7%
DeepSeek-V2 Chat	100	93	91	89	89	82	82	80	78	72	85.6%
Ministral 3 14B	93	91	90	89	88	87	80	80	79	72	84.9%
Mistral Small 3.2 24B	95	93	91	90	87	85	83	80	77	63	84.6%
Gemini 2.5 Flash	98	98	95	93	93	92	88	84	64	40	84.3%
Hermes 3 70B	100	100	98	92	90	87	87	69	58	56	83.7%
Hermes 3 405B	90	90	88	87	85	84	83	80	76	69	83.1%
Qwen 3.5 Plus (2026-02-15)	100	91	82	78	78	78	78	78	78	78	81.9%
GPT-5.4 Nano	89	87	85	78	78	78	78	75	72	70	78.9%
Writer: Palmyra X5	100	98	96	90	83	82	78	76	73	11	78.6%
DeepSeek V4 Flash	93	91	89	85	83	82	70	69	63	53	77.8%
DeepSeek V4 Flash (Reasoning)	93	87	87	81	81	80	72	70	61	53	76.4%
Z.AI GLM 4.5 Air	96	96	93	93	89	76	76	52	52	37	76.1%
Xiaomi MIMO v2.5	100	100	100	100	97	79	78	61	32	1	74.8%
Mistral Large 2	91	91	91	89	87	82	70	60	52	16	73.0%
Cohere Command R+ (Aug. 2024)	94	89	82	78	76	76	65	53	51	36	69.9%
Ministral 3 3B	93	84	74	74	64	63	56	56	52	50	66.5%
WizardLM 2 8x22b	91	89	89	85	81	68	64	50	23	10	65.0%
Ministral 8B	100	100	78	78	64	56	45	36	32	20	61.0%
Arcee AI: Trinity Mini	97	89	76	73	63	53	45	45	27	24	59.3%
Ministral 3 8B	96	93	90	85	55	36	34	9	7	7	51.1%
Ministral 3B	71	64	64	64	52	52	40	37	20	0	46.5%
Qwen 3 32B	90	84	67	54	34	29	22	13	1	0	39.5%
Mistral NeMO	72	47	45	37	35	22	21	17	1	1	29.8%

▼

Write sentences with 10 words each

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	# 8	# 9	# 10	Avg ▼
Qwen3.7 Max	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.5 (Reasoning, High)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen3.6 Max Preview	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5.2 (Reasoning, High)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5 Turbo	100	100	100	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.6	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Opus 4.7 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Opus 4.8 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Opus 4.8 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.3 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.20 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.1	100	100	100	100	100	100	100	100	100	100	100.0%
MiniMax M3	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 122B	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 27B	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview, Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-04-20)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 31B (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 26B (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.6 27B	100	100	100	100	100	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Flash	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 26B	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 9B	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Nemotron 3 Super	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5	100	100	100	100	100	100	100	100	100	98	99.8%
GPT-5 Mini	100	100	100	100	100	100	100	100	100	97	99.7%
Claude Opus 4.5	100	100	100	100	100	100	100	100	100	97	99.7%
Gemma 4 31B	100	100	100	100	100	100	100	100	100	97	99.7%
Claude Sonnet 5 (Reasoning)	100	100	100	100	100	100	100	100	100	97	99.7%
Z.AI GLM 5.1	100	100	100	100	100	100	100	100	98	98	99.7%
GPT-OSS 120B	100	100	100	100	100	100	100	100	100	96	99.6%
Inception Mercury 2	100	100	100	100	100	100	100	100	100	96	99.6%
ByteDance Seed 2.0 Lite	100	100	100	100	100	100	100	100	98	97	99.5%
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100	98	94	99.3%
Qwen 3.6 35B	100	100	100	100	100	100	100	100	100	91	99.1%
Nemotron 3 Nano	100	100	100	100	100	100	100	100	100	91	99.1%
ByteDance Seed 2.0 Mini	100	100	100	100	100	100	100	97	97	97	99.1%
Qwen 3.5 35B	100	100	100	100	100	100	100	100	100	90	99.0%
Claude Opus 4	100	100	100	100	100	100	100	100	100	88	98.8%
MiniMax M2.5	100	100	100	100	100	100	100	100	100	88	98.8%
Aion 2.0	100	100	100	100	100	100	100	100	97	90	98.7%
Claude Opus 4.7	100	100	100	100	100	98	98	98	95	94	98.4%
MiniMax M2.7	100	100	100	100	100	100	100	100	89	89	97.8%
DeepSeek V4 Pro (Reasoning)	100	100	100	100	100	100	100	98	91	88	97.8%
Gemini 3.5 Flash (Reasoning, Minimal)	100	100	100	100	100	100	98	94	94	92	97.7%
Z.AI GLM 5	100	100	100	100	100	100	100	100	100	74	97.4%
Claude Sonnet 4.5	100	100	100	100	100	100	98	97	90	87	97.2%
Llama 3.1 70B	100	100	100	100	100	100	97	95	87	84	96.4%
Qwen 3.6 Flash	100	100	100	100	100	100	100	100	100	48	94.8%
Claude Opus 4.6	100	100	100	100	100	100	99	98	76	74	94.7%
GPT-4o, Aug. 6th (temp=1)	100	97	95	95	95	95	95	95	90	90	94.6%
GPT-5.4	100	100	100	97	95	95	94	90	87	84	94.2%
Gemini 2.5 Pro	100	100	100	96	96	95	91	90	85	84	93.9%
GPT-4o, Aug. 6th (temp=0)	100	95	95	95	92	92	92	92	90	90	93.3%
GPT-4o Mini (temp=1)	97	95	95	95	92	92	92	92	90	83	92.4%
GPT-4.1 Mini	97	97	95	92	92	92	91	90	88	84	92.0%
GPT-4.1	100	97	97	95	92	92	92	90	83	79	91.8%
Claude Sonnet 4	100	100	100	100	100	97	90	88	74	69	91.8%
GPT-5.5	100	100	100	95	94	90	90	84	80	79	91.1%
DeepSeek V4 Pro	100	100	97	95	94	93	92	87	74	72	90.4%
Z.AI GLM 4.7	100	100	100	100	100	100	100	90	74	39	90.3%
Gemma 3 27B	95	92	92	92	92	90	90	87	84	83	89.7%
Z.AI GLM 4.7 Flash	100	100	100	100	96	96	79	77	74	74	89.7%
Xiaomi MIMO v2.5 Pro	100	100	100	100	91	87	87	79	77	74	89.6%
DeepSeek V3.2	100	100	97	95	95	90	90	90	72	59	88.8%
GPT-4o Mini (temp=0)	92	90	90	90	90	90	90	87	84	84	88.6%
Hermes 3 405B	97	97	92	92	88	87	87	87	84	67	87.9%
ByteDance Seed 1.6	100	100	100	100	100	100	100	95	42	41	87.8%
Gemma 3 12B	95	92	92	90	90	87	87	85	84	74	87.6%
GPT-5.4 Nano	97	95	92	92	90	87	84	84	81	71	87.4%
GPT-5.4 Mini	94	94	93	91	89	89	87	86	85	65	87.3%
Qwen 2.5 72B	100	100	92	91	90	88	85	83	65	37	83.3%
Mistral Medium 3.1	95	92	90	90	90	79	79	77	72	68	83.2%
DeepSeek V3 (2025-03-24)	97	97	92	92	84	74	74	74	72	72	83.1%
ByteDance Seed 1.6 Flash	100	100	100	100	95	94	83	77	76	3	82.8%
Aion 3.0 Mini	100	100	100	100	98	97	97	97	26	11	82.7%
Gemini 2.5 Flash (Reasoning)	97	89	87	86	85	84	78	75	71	65	81.7%
Mistral Small 4 (Reasoning)	100	100	97	90	87	80	75	65	58	50	80.2%
DeepSeek V3 (2024-12-26)	92	90	89	87	87	82	77	70	65	59	79.9%
Aion 3.0	100	100	100	100	100	78	74	74	38	35	79.9%
Claude Haiku 4.5	89	89	86	86	82	77	74	74	71	67	79.5%
Claude Sonnet 4.6	100	97	74	74	74	74	74	74	74	74	78.9%
Mistral Large 3	90	90	90	84	84	84	82	66	59	59	78.8%
GPT-4.1 Nano	84	84	83	83	82	77	75	72	66	55	76.1%
Ministral 3 14B	92	88	85	80	76	75	72	71	69	52	75.9%
Gemma 3 4B	88	88	87	80	77	75	72	65	63	52	74.8%
Writer: Palmyra X5	89	87	87	78	76	75	73	73	54	48	73.9%
Qwen3 235B A22B Instruct 2507	95	92	90	87	85	79	73	62	43	23	73.0%
Ministral 3 8B	90	87	85	84	80	72	72	63	50	42	72.6%
Grok 4.20	95	87	84	84	77	73	63	57	53	49	72.3%
Qwen 3.5 Plus (2026-02-15)	100	84	84	74	72	72	70	65	52	35	70.9%
Xiaomi MIMO v2.5	100	91	84	76	75	74	62	51	49	37	70.0%
Mistral Small 4	95	80	80	78	76	75	61	59	48	45	69.8%
Gemini 2.5 Flash Lite (Reasoning)	95	87	87	84	83	75	68	43	40	30	69.2%
DeepSeek V4 Flash (Reasoning)	100	95	78	77	77	73	71	40	37	18	66.6%
DeepSeek V3.1	84	84	83	82	79	75	67	39	37	31	66.2%
Cydonia 24B V4.1	92	90	85	81	80	74	63	36	34	25	66.1%
Z.AI GLM 4.6	100	93	87	80	74	70	55	42	35	18	65.2%
Mistral Small 3.2 24B	80	79	77	70	64	59	57	52	51	48	63.8%
DeepSeek V4 Flash	90	78	76	70	69	67	58	48	45	35	63.5%
Grok 4.3	100	83	74	74	74	68	52	30	30	24	61.0%
Cohere Command R+ (Aug. 2024)	95	84	81	70	70	59	56	56	18	10	60.0%
WizardLM 2 8x22b	77	74	66	66	59	57	54	52	46	20	57.1%
Claude Sonnet 5	70	70	68	67	64	63	46	45	42	30	56.5%
Gemini 2.5 Flash Lite	85	74	73	61	61	60	50	39	37	22	56.2%
Ministral 3 3B	82	78	65	64	58	56	54	53	15	7	52.9%
Gemini 2.5 Flash	69	62	62	54	52	50	45	41	27	14	47.6%
Qwen 3 32B	73	66	63	46	45	37	34	27	24	16	43.1%
Mistral Large 2	81	73	57	46	43	28	19	19	17	14	39.6%
Hermes 3 70B	81	57	42	41	40	36	30	8	7	6	34.6%
Z.AI GLM 4.5	56	54	48	39	39	39	25	11	8	5	32.5%
Arcee AI: Trinity Mini	64	52	51	38	34	31	24	15	7	7	32.3%
Z.AI GLM 4.5 Air	43	37	37	36	30	26	24	14	11	4	26.2%
Mistral NeMO	57	48	45	24	24	15	14	11	10	9	25.7%
Ministral 3B	39	32	31	30	27	26	26	21	7	6	24.5%
Ministral 8B	49	36	34	28	28	16	15	10	0	0	21.6%
DeepSeek-V2 Chat	25	23	18	18	15	13	10	8	7	4	14.2%

▼

Write sentences with 20 words each

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	# 8	# 9	# 10	Avg ▼
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen3.7 Max	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.5 (Reasoning, High)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5.1	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen3.6 Max Preview	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5.2 (Reasoning, High)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5 Turbo	100	100	100	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.6	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Opus 4.8 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Opus 4.8 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.3 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Grok 4.5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.1	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 5 (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 122B	100	100	100	100	100	100	100	100	100	100	100.0%
Claude Sonnet 5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 27B	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview, Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemma 4 31B (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 35B	100	100	100	100	100	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100	100	100	100	100	100.0%
MiniMax M2.7	100	100	100	100	100	100	100	100	100	100	100.0%
ByteDance Seed 2.0 Mini	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Flash	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Preview)	100	100	100	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-OSS 120B	100	100	100	100	100	100	100	100	100	100	100.0%
Qwen 3.5 9B	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning, Low)	100	100	100	100	100	100	100	100	100	100	100.0%
Inception Mercury 2	100	100	100	100	100	100	100	100	100	100	100.0%
Nemotron 3 Super	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning)	100	100	100	100	100	100	100	100	100	100	100.0%
Nemotron 3 Nano	100	100	100	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning)	100	100	100	100	100	100	100	100	100	96	99.6%
GPT-5.5 (Reasoning, Low)	100	100	100	100	100	100	100	100	100	95	99.5%
GPT-5.4 (Reasoning)	100	100	100	100	100	100	100	100	100	94	99.4%
ByteDance Seed 2.0 Lite	100	100	100	100	100	100	100	100	100	93	99.3%
GPT-5.4 Nano (Reasoning, Low)	100	100	100	100	100	100	100	100	100	86	98.6%
Claude Opus 4.7 (Reasoning)	100	100	100	100	100	100	100	100	100	83	98.3%
Grok 4.20 (Reasoning)	100	100	100	100	100	100	100	100	100	83	98.3%
Gemma 4 26B (Reasoning)	100	100	100	100	100	100	100	100	100	83	98.3%
GPT-5 Mini	100	100	100	100	100	100	100	100	100	83	98.3%
Z.AI GLM 5	100	100	100	100	100	100	100	100	100	80	98.0%
Qwen 3.5 Plus (2026-04-20)	100	100	100	100	100	100	100	100	100	76	97.6%
MiniMax M2.5	100	100	100	100	100	100	100	100	100	75	97.5%
Gemini 3 Flash (Preview)	100	100	100	100	100	100	95	95	94	90	97.5%
Qwen 3.6 Flash	100	100	100	100	100	100	100	100	100	72	97.2%
MiniMax M3	100	100	100	100	100	100	100	100	100	70	97.0%
Qwen 3.6 35B	100	100	100	100	100	100	100	100	100	61	96.1%
Z.AI GLM 4.7	100	100	100	100	100	100	100	100	100	51	95.1%
Qwen 3.6 27B	100	100	100	100	100	100	100	92	90	69	95.1%
Mistral Small 4 (Reasoning)	100	100	100	100	94	93	90	90	89	84	94.1%
Gemini 3.1 Flash Lite (Reasoning)	100	100	100	100	100	100	100	100	70	70	94.1%
Aion 2.0	100	100	100	100	100	100	100	93	92	54	93.9%
Aion 3.0	100	100	100	100	100	100	100	100	100	37	93.7%
ByteDance Seed 1.6 Flash	100	100	100	100	100	100	87	83	78	75	92.3%
Aion 3.0 Mini	100	100	100	100	100	100	100	100	100	0	90.0%
Z.AI GLM 4.7 Flash	100	100	100	100	100	93	90	74	74	60	89.2%
Gemma 4 26B	100	100	100	100	100	92	92	74	61	61	87.9%
Claude Opus 4.5	100	96	88	88	84	80	75	75	74	60	82.1%
GPT-5.4 Mini	100	92	87	83	78	76	74	74	70	59	79.3%
GPT-4.1	93	92	85	84	84	80	72	72	67	57	78.7%
Claude Opus 4.7	83	80	80	80	77	76	73	70	66	50	73.5%
GPT-4o Mini (temp=0)	72	72	72	72	72	72	72	72	72	68	71.3%
GPT-5.4	100	90	80	70	67	66	59	59	51	40	68.4%
Gemini 3.5 Flash (Reasoning, Minimal)	92	74	74	70	69	65	61	61	56	55	67.6%
Gemma 4 31B	90	84	66	65	61	61	61	61	61	61	66.9%
Claude Opus 4	83	75	70	66	66	61	61	61	56	53	65.1%
GPT-4o Mini (temp=1)	100	80	76	72	70	65	59	55	34	23	63.2%
DeepSeek V4 Pro (Reasoning)	100	100	100	100	93	70	63	0	0	0	62.7%
Gemini 2.5 Pro	83	80	80	80	78	59	57	51	38	20	62.7%
Mistral Medium 3.1	76	72	68	68	67	61	58	57	54	29	60.9%
GPT-4.1 Nano	76	76	76	65	64	59	59	57	38	30	60.1%
Qwen 2.5 72B	100	61	61	61	61	61	61	61	40	35	60.0%
Claude Opus 4.6	100	93	80	61	55	47	47	37	37	32	58.9%
Llama 3.1 70B	74	69	60	58	54	53	50	46	43	38	54.5%
Claude Sonnet 4.5	92	72	69	65	59	58	49	42	20	2	52.9%
Claude Sonnet 4	91	78	76	72	66	49	32	17	12	3	49.7%
GPT-4.1 Mini	87	82	59	59	51	42	38	34	32	4	48.8%
Xiaomi MIMO v2.5 Pro	100	100	92	88	23	20	19	1	0	0	44.3%
Gemini 2.5 Flash Lite (Reasoning)	67	65	55	53	52	49	35	25	13	10	42.4%
Ministral 3 14B	65	51	49	46	44	42	32	32	4	3	36.8%
Qwen3 235B A22B Instruct 2507	75	58	57	39	39	31	24	13	12	0	34.8%
GPT-5.5	59	59	43	42	42	37	31	18	10	2	34.2%
Writer: Palmyra X5	71	58	51	44	38	37	22	14	8	0	34.2%
GPT-4o, Aug. 6th (temp=1)	59	57	52	46	34	27	22	14	12	9	33.2%
Qwen 3 32B	56	55	48	47	38	28	24	20	7	3	32.5%
DeepSeek V4 Flash (Reasoning)	100	100	100	20	0	0	0	0	0	0	32.0%
Claude Sonnet 4.6	87	77	34	32	23	23	22	15	1	0	31.4%
DeepSeek V3 (2025-03-24)	74	58	51	39	27	24	18	11	8	0	31.1%
Gemma 3 27B	60	56	53	47	44	28	17	2	2	2	30.9%
Claude Haiku 4.5	67	66	57	50	36	10	0	0	0	0	28.7%
DeepSeek V3 (2024-12-26)	49	44	35	21	21	19	18	10	2	0	22.0%
Xiaomi MIMO v2.5	100	83	21	5	1	0	0	0	0	0	21.0%
Mistral Small 3.2 24B	51	47	27	19	7	5	1	0	0	0	15.7%
GPT-4o, Aug. 6th (temp=0)	25	19	17	15	13	13	12	12	12	11	14.9%
Mistral Small 4	49	25	19	16	13	9	6	0	0	0	13.7%
Grok 4.20	47	42	34	11	0	0	0	0	0	0	13.5%
Gemini 2.5 Flash (Reasoning)	51	34	12	10	9	6	3	1	0	0	12.8%
Z.AI GLM 4.6	59	36	7	6	5	3	2	0	0	0	11.9%
Z.AI GLM 4.5 Air	37	32	31	7	7	2	0	0	0	0	11.6%
Gemini 2.5 Flash Lite	47	34	4	2	2	0	0	0	0	0	8.9%
WizardLM 2 8x22b	41	21	14	5	5	1	1	0	0	0	8.9%
Hermes 3 70B	27	16	15	8	7	6	0	0	0	0	7.9%
GPT-5.4 Nano	47	11	4	4	4	3	3	1	0	0	7.7%
Ministral 3B	23	19	15	11	4	0	0	0	0	0	7.3%
Ministral 3 3B	23	19	10	4	2	2	0	0	0	0	5.9%
Gemma 3 12B	13	13	9	9	2	2	2	0	0	0	5.1%
Cohere Command R+ (Aug. 2024)	25	19	0	0	0	0	0	0	0	0	4.5%
Qwen 3.5 Plus (2026-02-15)	23	12	3	3	2	0	0	0	0	0	4.4%
Hermes 3 405B	20	16	0	0	0	0	0	0	0	0	3.6%
Grok 4.3	30	1	0	0	0	0	0	0	0	0	3.2%
Cydonia 24B V4.1	13	10	6	2	0	0	0	0	0	0	3.1%
DeepSeek V4 Pro	12	6	6	4	0	0	0	0	0	0	2.8%
Gemma 3 4B	12	10	2	1	0	0	0	0	0	0	2.5%
Ministral 8B	13	7	2	2	1	0	0	0	0	0	2.5%
Arcee AI: Trinity Mini	8	8	7	0	0	0	0	0	0	0	2.2%
DeepSeek V3.1	7	6	0	0	0	0	0	0	0	0	1.3%
Ministral 3 8B	9	1	0	0	0	0	0	0	0	0	1.0%
Mistral Large 3	2	1	1	1	0	0	0	0	0	0	0.5%
DeepSeek V4 Flash	2	0	0	0	0	0	0	0	0	0	0.2%
Mistral NeMO	2	0	0	0	0	0	0	0	0	0	0.2%
DeepSeek V3.2	1	0	0	0	0	0	0	0	0	0	0.1%
Claude Sonnet 5	0	0	0	0	0	0	0	0	0	0	0.0%
Gemini 2.5 Flash	0	0	0	0	0	0	0	0	0	0	0.0%
DeepSeek-V2 Chat	0	0	0	0	0	0	0	0	0	0	0.0%
Z.AI GLM 4.5	0	0	0	0	0	0	0	0	0	0	0.0%
Mistral Large 2	0	0	0	0	0	0	0	0	0	0	0.0%

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Overall Performance

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Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

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Individual Scenarios

Write sentences with 5 words each

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Write sentences with 20 words each