Create alternate prose sections

Tool usage within Novelcrafter

Output messages that are related to tool usage within Novelcrafter

Performance Score Distribution (Top 20)

Click a model name to view its detail page.

	Score
GPT-5.6 Sol (Reasoning)	100%
Claude Opus 4.6 (Reasoning)	100%
Gemini 3.6 Flash (Reasoning)	100%
Qwen3.7 Max	100%
Grok 4.5 (Reasoning, High)	100%
Gemini 3.1 Pro (Preview)	100%
GPT-5.4 (Reasoning)	100%
Muse Spark 1.1 (Reasoning, Medium)	100%
Z.AI GLM 5.1	100%
Qwen3.6 Max Preview	100%
GPT-5.5 (Reasoning)	100%
Claude Sonnet 4.6 (Reasoning)	100%
Gemini 3.5 Flash (Reasoning)	100%
MoonshotAI: Kimi K3 (Reasoning, High)	100%
MoonshotAI: Kimi K2.6	100%
Claude Opus 4.7 (Reasoning)	100%
GPT-5.5 (Reasoning, Low)	100%
GPT-5.6 Terra (Reasoning)	100%
Claude Opus 4.8 (Reasoning)	100%
Claude Opus 4.6	100%

	Score	Cost	Time
Gemini 2.5 Flash Lite	100%	$0.0002	1.5s
Ministral 3B	80%	$0.0000	2.1s
Inception Mercury 2	97%	$0.0004	1.1s
Mistral NeMO	97%	$0.0001	3.2s
Ministral 8B	80%	$0.0001	6.9s
Ministral 3 3B	90%	$0.0001	3.6s
Mistral Small 3.2 24B	100%	$0.0001	4.9s
GPT-4.1 Nano	90%	$0.0001	4.0s
Gemini 3.1 Flash Lite (Preview)	100%	$0.0008	2.6s
Gemini 3.1 Flash Lite (Reasoning)	100%	$0.0007	5.1s
Gemini 3.1 Flash Lite	100%	$0.0007	5.6s
Gemini 2.5 Flash	100%	$0.0010	2.4s
Gemini 3.5 Flash Lite (Reasoning)	100%	$0.0012	2.3s
GPT-4.1 Mini	97%	$0.0006	4.3s
Gemini 3.5 Flash Lite (Reasoning, Minimal)	100%	$0.0012	2.3s
Laguna S 2.1	100%	$0.0001	7.3s
GPT-4o Mini (temp=0)	100%	$0.0003	5.5s
Arcee AI: Trinity Mini	97%	$0.0002	6.4s
GPT-4o Mini (temp=1)	100%	$0.0003	8.0s
Ministral 3 8B	100%	$0.0002	6.6s

	Score	Cost	Speed	Stability
Gemini 2.5 Flash Lite	100%	$0.0002	1.5s	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0008	2.6s	100%
Gemini 2.5 Flash	100%	$0.0010	2.4s	100%
Gemini 3.5 Flash Lite (Reasoning)	100%	$0.0012	2.3s	100%
Gemini 3.5 Flash Lite (Reasoning, Minimal)	100%	$0.0012	2.3s	100%
Mistral Small 3.2 24B	100%	$0.0001	4.9s	100%
GPT-4o Mini (temp=0)	100%	$0.0003	5.5s	100%
Gemini 3.1 Flash Lite (Reasoning)	100%	$0.0007	5.1s	100%
Gemini 3.1 Flash Lite	100%	$0.0007	5.6s	100%
Ministral 3 8B	100%	$0.0002	6.6s	100%
Gemini 2.5 Flash (Reasoning)	100%	$0.0017	3.7s	100%
Gemini 2.5 Flash Lite (Reasoning)	100%	$0.0007	6.0s	100%
Laguna S 2.1	100%	$0.0001	7.3s	100%
GPT-5.4 Nano	100%	$0.0014	5.1s	100%
GPT-5.4 Mini	100%	$0.0024	3.2s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0013	5.5s	100%
GPT-5.4 Mini (Reasoning, Low)	100%	$0.0025	3.2s	100%
Gemma 3 4B	100%	$0.0001	8.0s	100%
GPT-4o Mini (temp=1)	100%	$0.0003	8.0s	100%
Mistral Small 4 (Reasoning)	100%	$0.0006	7.7s	100%

Median	Evaluator	Top 3	Flop 3
100.0%	Match blue prose section	100Inception Mercury 2 100Claude Opus 4 100Claude Haiku 4.5	0ByteDance Seed 1.6 Flash 20Thinking Machines Inkling 50Laguna XS 2.1
100.0%	Match green prose section	100Claude Opus 4.6 100Claude Opus 4.6 (Reasoning) 100Gemini 3.5 Flash (Reasoning)	0ByteDance Seed 1.6 Flash 20Thinking Machines Inkling 70Qwen 3.6 35B
100.0%	Match red prose section	100Gemini 3.5 Flash Lite (Reasoning, Minimal) 100GPT-5.5 (Reasoning, Low) 100GPT-5 Nano	0ByteDance Seed 1.6 Flash 10Thinking Machines Inkling 70Qwen 3.6 35B

Tool usage within Novelcrafter

Create alternate prose sections

Performance Score Distribution (Top 20)

Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

Top Overall Models (Top 20)

Rank	Model	Avg. Cost	Avg. Time	Stability	# 1	# 2	# 3	# 4	# 5	# 6	# 7	# 8	# 9	# 10	Total
91	GPT-5.6 Sol (Reasoning)	$0.016	9.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
138	Claude Opus 4.6 (Reasoning)	$0.029	27.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	Gemini 3.6 Flash (Reasoning)	$0.0092	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
114	Qwen3.7 Max	$0.016	32.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Grok 4.5 (Reasoning, High)	$0.0050	12.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	Gemini 3.1 Pro (Preview)	$0.018	18.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
118	GPT-5.4 (Reasoning)	$0.018	31.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	Muse Spark 1.1 (Reasoning, Medium)	$0.0056	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Z.AI GLM 5.1	$0.0037	26.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
158	Qwen3.6 Max Preview	$0.023	1.6m	100%	100	100	100	100	100	100	100	100	100	100	100%
126	GPT-5.5 (Reasoning)	$0.027	20.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	Claude Sonnet 4.6 (Reasoning)	$0.011	13.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	Gemini 3.5 Flash (Reasoning)	$0.013	7.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	MoonshotAI: Kimi K3 (Reasoning, High)	$0.0098	23.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
132	MoonshotAI: Kimi K2.6	$0.0093	59.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
139	Claude Opus 4.7 (Reasoning)	$0.036	16.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
121	GPT-5.5 (Reasoning, Low)	$0.026	19.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
96	GPT-5.6 Terra (Reasoning)	$0.016	13.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
116	Claude Opus 4.8 (Reasoning)	$0.024	15.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
127	Claude Opus 4.6	$0.026	23.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	MoonshotAI: Kimi K3 (Reasoning, Low)	$0.0085	20.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
157	Claude Opus 5 (Reasoning, Low)	$0.049	35.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
115	Claude Opus 4.8 (Reasoning, Low)	$0.025	15.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
142	GPT-5	$0.022	45.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	GPT-5 Mini	$0.0023	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
155	Claude Opus 5 (Reasoning)	$0.045	33.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
117	Qwen 3.5 397B A17B	$0.0066	54.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
124	Grok 4.3 (Reasoning)	$0.0094	53.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	Grok 4.5 (Reasoning, Low)	$0.0045	31.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
109	GPT-5.4 (Reasoning, Low)	$0.016	23.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
101	Grok 4.20 (Reasoning)	$0.0073	32.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	MoonshotAI: Kimi K2.5	$0.0039	31.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Thinking Machines Inkling (Reasoning)	$0.0029	40.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	GPT-5.6 Sol	$0.014	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Claude Sonnet 4.6	$0.0096	11.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	GPT-5.6 Luna (Reasoning)	$0.0053	6.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	MiniMax M3	$0.0007	23.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	Claude Sonnet 5 (Reasoning)	$0.011	14.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	Qwen 3.5 122B	$0.0055	14.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Claude Sonnet 5 (Reasoning, Low)	$0.011	14.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	Qwen 3.5 27B	$0.0040	19.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
154	Claude Opus 5	$0.042	30.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Gemini 3 Flash (Preview, Reasoning)	$0.0033	7.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
133	Claude Opus 4.7	$0.032	15.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	GPT-5.4 Mini (Reasoning)	$0.0029	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	Gemma 4 31B (Reasoning)	$0.0004	43.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Claude Opus 4.5	$0.016	12.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	Z.AI GLM 5	$0.0023	25.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
152	GPT-5.2	$0.028	50.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
120	GPT-5.5	$0.025	19.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Qwen 3.6 Flash	$0.0035	14.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	DeepSeek V4 Pro (Reasoning)	$0.0017	23.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	Gemma 4 26B (Reasoning)	$0.0004	26.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Aion 3.0	$0.0074	22.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	o4 Mini High	$0.0059	14.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Gemini 2.5 Pro	$0.012	11.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	GPT-5.6 Terra	$0.017	13.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	Z.AI GLM 4.7	$0.0028	41.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
129	Z.AI GLM 4.6	$0.0038	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Claude Sonnet 4	$0.0094	11.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	Claude Sonnet 4.5	$0.010	12.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	Claude Sonnet 5	$0.012	15.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
150	Claude Opus 4	$0.043	20.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	GPT-4.1	$0.0039	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Gemini 3.6 Flash (Reasoning, Minimal)	$0.0047	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	Aion 2.0	$0.0018	23.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	o4 Mini	$0.0053	13.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	MiniMax M2.7	$0.0012	15.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	Qwen 3.5 Plus (2026-02-15)	$0.0014	21.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Xiaomi MIMO v2.5 Pro	$0.0025	16.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Gemini 3.1 Flash Lite (Reasoning)	$0.0007	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Gemini 3.5 Flash (Reasoning, Minimal)	$0.0052	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
122	ByteDance Seed 2.0 Mini	$0.0011	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Gemini 3.1 Flash Lite (Preview)	$0.0008	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	Gemma 4 31B	$0.0002	27.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Gemini 3.1 Flash Lite	$0.0007	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	GPT-5.6 Luna	$0.0037	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Z.AI GLM 4.5	$0.0015	14.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	GPT-OSS 120B	$0.0003	13.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Gemini 3.5 Flash Lite (Reasoning, Minimal)	$0.0012	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Gemini 3.5 Flash Lite (Reasoning)	$0.0012	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Mistral Large 3	$0.0012	16.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	ByteDance Seed 2.0 Lite	$0.0044	50.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Gemini 2.5 Flash (Reasoning)	$0.0017	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	DeepSeek-V2 Chat	$0.0001	15.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Xiaomi MIMO v2.5	$0.0014	8.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	GPT-5.4 Mini (Reasoning, Low)	$0.0025	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Claude Haiku 4.5	$0.0031	5.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Gemini 2.5 Flash Lite (Reasoning)	$0.0007	6.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	DeepSeek V3 (2024-12-26)	$0.0004	12.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	DeepSeek V3.1	$0.0005	22.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	DeepSeek V3.2	$0.0003	28.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	GPT-4o, Aug. 6th (temp=0)	$0.0046	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	DeepSeek V4 Pro	$0.0012	22.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Mistral Large 2	$0.0029	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	GPT-4o, Aug. 6th (temp=1)	$0.0048	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	Hermes 3 405B	$0.0000	26.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Z.AI GLM 4.5 Air	$0.0008	17.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemini 2.5 Flash	$0.0010	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	GPT-5.4 Mini	$0.0024	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	GPT-5 Nano	$0.0016	42.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	GPT-5.4 Nano (Reasoning)	$0.0013	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Laguna S 2.1	$0.0001	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Gemini 2.5 Flash Lite	$0.0002	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Mistral Small 4 (Reasoning)	$0.0006	7.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Writer: Palmyra X5	$0.0037	13.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Qwen3 235B A22B Instruct 2507	$0.0003	13.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	GPT-4o Mini (temp=1)	$0.0003	8.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	GPT-5.4 Nano (Reasoning, Low)	$0.0014	12.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Mistral Small 3.2 24B	$0.0001	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	GPT-4o Mini (temp=0)	$0.0003	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Gemma 3 12B	$0.0002	15.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Gemma 3 27B	$0.0002	25.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Qwen 2.5 72B	$0.0003	10.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	GPT-5.4 Nano	$0.0014	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Ministral 3 8B	$0.0002	6.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	Hermes 3 70B	$0.0003	15.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Gemma 3 4B	$0.0001	8.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	Z.AI GLM 5.2 (Reasoning, High)	$0.0039	20.6s	80%	100	100	100	100	100	100	100	100	100	67	97%
90	Muse Spark 1.1 (Reasoning, Minimal)	$0.0049	8.3s	80%	100	100	100	100	100	100	100	100	100	67	97%
151	GPT-5.1	$0.020	43.1s	80%	100	100	100	100	100	100	100	100	100	67	97%
125	ByteDance Seed 1.6	$0.0033	43.2s	80%	100	100	100	100	100	100	100	100	100	67	97%
145	Qwen 3.6 27B	$0.0089	51.9s	80%	100	100	100	100	100	100	100	100	100	67	97%
103	MiniMax M2.5	$0.0012	23.7s	80%	100	100	100	100	100	100	100	100	100	67	97%
72	Gemini 3 Flash (Preview)	$0.0015	4.6s	80%	100	100	100	100	100	100	100	100	100	67	97%
137	GPT-5.4	$0.017	26.6s	80%	100	100	100	100	100	100	100	100	100	67	97%
110	Qwen 3.5 9B	$0.0004	33.1s	80%	100	100	100	100	100	100	100	100	100	67	97%
54	Inception Mercury 2	$0.0004	1.1s	80%	100	100	100	100	100	100	100	100	100	67	97%
67	GPT-4.1 Mini	$0.0006	4.3s	80%	100	100	100	100	100	100	100	100	100	67	97%
92	Qwen 3 32B	$0.0005	17.2s	80%	100	100	100	100	100	100	100	100	100	67	97%
87	Mistral Medium 3.1	$0.0014	14.3s	80%	100	100	100	100	100	100	100	100	100	67	97%
85	WizardLM 2 8x22b	$0.0008	13.8s	80%	100	100	100	100	100	100	100	100	100	67	97%
69	Arcee AI: Trinity Mini	$0.0002	6.4s	80%	100	100	100	100	100	100	100	100	100	67	97%
59	Mistral NeMO	$0.0001	3.2s	80%	100	100	100	100	100	100	100	100	100	67	97%
146	Qwen 3.5 Plus (2026-04-20)	$0.0053	40.2s	60%	100	100	100	100	100	100	100	100	100	33	93%
111	Gemma 4 26B	$0.0002	12.9s	60%	100	100	100	100	100	100	100	100	100	33	93%
119	DeepSeek V4 Flash	$0.0002	23.3s	60%	100	100	100	100	100	100	100	100	100	33	93%
106	Mistral Small 4	$0.0004	6.2s	60%	100	100	100	100	100	100	100	100	100	33	93%
89	DeepSeek V4 Flash (Reasoning)	$0.0001	7.5s	73%	100	100	100	100	100	100	100	100	67	67	93%
135	Z.AI GLM 5 Turbo	$0.0023	9.4s	40%	100	100	100	100	100	100	100	100	100	0	90%
143	Qwen 3.5 35B	$0.0040	14.6s	40%	100	100	100	100	100	100	100	100	100	0	90%
144	Z.AI GLM 4.7 Flash	$0.0005	23.1s	40%	100	100	100	100	100	100	100	100	100	0	90%
104	Nemotron 3 Super	$0.0000	10.3s	69%	100	100	100	100	100	100	100	67	67	67	90%
131	Grok 4.20	$0.0015	7.8s	40%	100	100	100	100	100	100	100	100	100	0	90%
136	DeepSeek V3 (2025-03-24)	$0.0005	13.1s	40%	100	100	100	100	100	100	100	100	100	0	90%
128	Grok 4.3	$0.0011	5.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
130	Ministral 3 14B	$0.0003	9.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
108	GPT-4.1 Nano	$0.0001	4.0s	57%	100	100	100	100	100	100	100	100	67	33	90%
141	Cohere Command R+ (Aug. 2024)	$0.0051	10.5s	40%	100	100	100	100	100	100	100	100	100	0	90%
123	Ministral 3 3B	$0.0001	3.6s	40%	100	100	100	100	100	100	100	100	100	0	90%
134	Llama 3.1 70B	$0.0005	8.3s	39%	100	100	100	100	100	100	100	100	67	0	87%
140	Cydonia 24B V4.1	$0.0004	15.4s	39%	100	100	100	100	100	100	100	100	67	0	87%
148	Aion 3.0 Mini	$0.0011	17.5s	32%	100	100	100	100	100	100	100	100	33	0	83%
113	Laguna XS 2.1	$0.0001	3.3s	56%	100	100	100	100	100	67	67	67	67	67	83%
156	Qwen 3.5 Flash	$0.0010	25.2s	20%	100	100	100	100	100	100	100	100	0	0	80%
149	Ministral 8B	$0.0001	6.9s	20%	100	100	100	100	100	100	100	100	0	0	80%
147	Ministral 3B	$0.0000	2.1s	20%	100	100	100	100	100	100	100	100	0	0	80%
153	Nemotron 3 Nano	$0.0001	7.3s	22%	100	100	100	100	100	100	67	67	0	0	73%
159	Qwen 3.6 35B	$0.0030	18.5s	11%	100	100	100	100	100	100	67	0	0	0	67%
161	Thinking Machines Inkling	$0.0014	28.2s	0%	100	67	0	0	0	0	0	0	0	0	17%
160	ByteDance Seed 1.6 Flash	$0.0006	13.5s	0%	0	0	0	0	0	0	0	0	0	0	0%
96.52%