Adverb-first sentence starts

Test: Bad Writing Habits

Avg. Score

51.8%

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	Writer: Palmyra X5	94.5%	$0.011	22.0s	64%
2	Mistral Small Creative	82.4%	$0.0007	9.1s	46%
3	Mistral Medium 3.1	83.9%	$0.0048	36.5s	51%
4	Ministral 3 14B	81.0%	$0.0007	11.7s	43%
5	Mistral Large 3	77.9%	$0.0033	30.3s	33%
6	Mistral Large	79.7%	$0.014	30.9s	35%
7	Mistral Large 2	78.0%	$0.013	29.4s	33%
8	Gemma 3 4B	71.3%	$0.0002	20.0s	28%
9	GPT-4.1 Nano	71.8%	$0.0007	13.3s	26%
10	Ministral 8B	70.1%	$0.0004	10.4s	22%
11	Ministral 3 8B	69.8%	$0.0008	19.6s	22%
12	Gemma 3 27B	67.9%	$0.0006	52.6s	25%
13	Minimax M2.5	69.8%	$0.0034	1.3m	25%
14	Claude Haiku 4.5	64.8%	$0.011	21.6s	20%
15	Claude Sonnet 4.5	71.0%	$0.035	38.1s	26%
16	Z.AI GLM 5	69.5%	$0.0084	1.2m	24%
17	Gemma 3 12B	65.3%	$0.0004	41.3s	18%
18	Ministral 3 3B	60.5%	$0.0005	11.1s	15%
19	Ministral 3B	61.2%	$0.0001	8.1s	13%
20	DeepSeek V3 (2025-03-24)	63.3%	$0.0014	39.4s	14%
21	Gemini 2.5 Flash Lite	54.3%	$0.0009	9.5s	12%
22	ByteDance Seed 1.6 Flash	53.3%	$0.0013	27.3s	14%
23	GPT-4.1	59.6%	$0.018	44.7s	18%
24	o4 Mini	53.5%	$0.015	25.7s	17%
25	o4 Mini High	57.3%	$0.025	47.2s	20%
26	GPT-5.1	69.8%	$0.054	1.8m	31%
27	Gemini 2.5 Flash	52.2%	$0.0052	10.6s	10%
28	Rocinante 12B	57.3%	$0.0014	38.4s	9%
29	Mistral NeMO	50.3%	$0.0005	10.1s	8%
30	Claude 3 Haiku	48.6%	$0.0025	14.9s	11%
31	GPT-4.1 Mini	49.8%	$0.0027	19.0s	10%
32	GPT-5 Nano	55.1%	$0.0042	1.4m	18%
33	DeepSeek-V2 Chat	56.8%	$0.0021	53.3s	10%
34	GPT-4o, Aug. 6th (temp=1)	54.9%	$0.018	24.4s	10%
35	Z.AI GLM 4.7 Flash	50.4%	$0.0017	1.2m	17%
36	Arcee AI: Trinity Large (Preview)	53.1%	$0.0000	43.6s	8%
37	GPT-4o Mini (temp=1)	50.4%	$0.0012	34.8s	9%
38	GPT-4o, May 13th (temp=1)	51.9%	$0.033	14.4s	13%
39	Qwen 3.5 Plus (2026-02-15)	45.0%	$0.0060	31.5s	12%
40	Gemini 3 Flash (Preview)	41.4%	$0.0078	19.6s	12%
41	Claude Sonnet 4	54.7%	$0.032	43.7s	15%
42	Z.AI GLM 4.6	48.7%	$0.0065	51.5s	11%
43	DeepSeek V3 (2024-12-26)	50.8%	$0.0021	54.6s	8%
44	Claude Opus 4.5	63.6%	$0.070	53.4s	19%
45	Claude Sonnet 4.6	56.6%	$0.031	39.3s	9%
46	Claude Opus 4.6	65.2%	$0.078	1.2m	24%
47	Hermes 3 70B	53.2%	$0.0010	1.2m	9%
48	GPT-5.2	59.9%	$0.056	1.5m	20%
49	Hermes 3 405B	43.6%	$0.0032	53.2s	8%
50	Grok 4 Fast	32.5%	$0.0017	24.1s	8%
51	Z.AI GLM 4.5	38.7%	$0.0051	42.1s	8%
52	DeepSeek V3.2	50.1%	$0.0014	1.9m	12%
53	Gemini 2.5 Pro	48.0%	$0.036	36.2s	9%
54	Z.AI GLM 4.7	44.2%	$0.010	1.4m	12%
55	GPT-5 Mini	39.9%	$0.0100	57.4s	10%
56	Grok 4.1 Fast	30.5%	$0.0018	37.8s	9%
57	Claude 3.5 Sonnet	49.2%	$0.048	35.5s	9%
58	Cohere Command R+ (Aug. 2024)	42.4%	$0.020	52.5s	8%
59	Arcee AI: Trinity Mini	33.6%	$0.0003	9.2s	0%
60	Claude 3.5 Haiku	33.3%	$0.0035	10.8s	0%
61	Qwen 3.5 397B A17B	54.6%	$0.014	3.0m	20%
62	Claude 3.7 Sonnet	41.6%	$0.042	46.7s	12%
63	GPT-4o, May 13th (temp=0)	32.0%	$0.035	14.1s	10%
64	DeepSeek V3.1	43.2%	$0.0020	1.8m	10%
65	WizardLM 2 8x22b	42.8%	$0.0026	1.8m	9%
66	Gemini 3 Pro (Preview)	43.2%	$0.055	54.4s	13%
67	Llama 3.1 Nemotron 70B	29.8%	$0.0038	31.7s	0%
68	Llama 3.1 8B	38.1%	$0.0003	1.3m	0%
69	Llama 3.1 70B	26.1%	$0.0015	29.4s	0%
70	GPT-4o Mini (temp=0)	25.8%	$0.0012	34.8s	0%
71	Qwen 2.5 72B	25.0%	$0.0010	36.7s	0%
72	GPT-4o, Aug. 6th (temp=0)	23.1%	$0.023	22.7s	0%
73	Stealth: Aurora Alpha	7.5%	$0.0000	9.8s	0%
74	MoonshotAI: Kimi K2.5	47.1%	$0.019	3.2m	10%
75	Grok 4	34.3%	$0.048	1.7m	9%
76	GPT-5	40.7%	$0.065	2.8m	17%
77	Claude Opus 4	65.4%	$0.209	1.4m	23%
78	ByteDance Seed 1.6	20.3%	$0.013	2.5m	0%
79	Gemini 3.1 Pro (Preview)	28.9%	$0.107	1.8m	7%
80	Mistral Small 3.2 24B	19.1%	$0.0069	5.7m	0%
51.83%

Individual Scenarios

Detailed Writing Rules

▼

Fantasy: entering an ancient ruin

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	100	100	100.0%
Claude Sonnet 4.5	100	100	100	100	93	98.5%
Claude Sonnet 4.6	100	100	98	98	82	95.7%
Gemma 3 4B	100	100	100	88	46	86.6%
Z.AI GLM 5	100	100	100	80	40	84.0%
Claude Opus 4.6	100	100	73	72	67	82.3%
DeepSeek-V2 Chat	100	100	100	100	0	80.0%
Claude Opus 4	100	100	71	64	62	79.3%
WizardLM 2 8x22b	100	100	83	81	28	78.4%
GPT-4o, Aug. 6th (temp=1)	100	100	71	64	51	77.3%
Mistral Small Creative	100	100	100	44	39	76.6%
Hermes 3 405B	100	100	100	71	0	74.2%
Gemini 2.5 Flash	100	98	94	78	0	73.9%
MoonshotAI: Kimi K2.5	100	93	67	49	48	71.3%
GPT-5 Nano	100	97	84	42	32	70.9%
Z.AI GLM 4.7 Flash	100	100	79	40	35	70.8%
Rocinante 12B	100	100	100	46	0	69.1%
DeepSeek V3 (2024-12-26)	100	90	81	72	0	68.8%
Gemma 3 12B	100	100	100	40	0	67.9%
GPT-5.2	100	97	59	43	34	66.8%
Claude Opus 4.5	100	100	100	30	0	66.0%
Mistral Large	98	96	72	26	25	63.6%
GPT-5.1	89	72	72	50	16	59.9%
Ministral 3B	100	100	95	0	0	59.0%
Minimax M2.5	100	87	55	52	0	58.7%
Gemini 2.5 Flash Lite	100	100	91	0	0	58.3%
Ministral 3 14B	100	100	87	0	0	57.3%
Ministral 8B	100	100	82	0	0	56.5%
Z.AI GLM 4.6	100	91	51	38	0	56.1%
Qwen 2.5 72B	99	88	87	0	0	54.7%
GPT-4.1 Nano	100	63	56	54	0	54.3%
Mistral Large 3	91	79	53	40	0	52.7%
Hermes 3 70B	100	95	67	0	0	52.4%
Claude Sonnet 4	100	65	54	42	0	52.2%
Cohere Command R+ (Aug. 2024)	90	71	51	46	0	51.6%
Ministral 3 8B	100	100	57	0	0	51.5%
Gemini 3 Pro (Preview)	100	84	34	28	0	49.3%
Qwen 3.5 397B A17B	100	74	55	14	0	48.8%
Arcee AI: Trinity Large (Preview)	100	96	46	0	0	48.3%
Gemini 2.5 Pro	94	72	42	29	0	47.6%
DeepSeek V3 (2025-03-24)	100	88	49	0	0	47.3%
GPT-4o, May 13th (temp=1)	100	95	40	0	0	47.1%
Mistral Large 2	100	100	32	0	0	46.5%
GPT-4.1 Mini	85	50	49	46	0	46.0%
Claude Haiku 4.5	100	79	51	0	0	46.0%
GPT-4.1	98	66	32	31	0	45.5%
Mistral Small 3.2 24B	100	80	46	0	0	45.3%
Mistral NeMO	74	67	44	33	0	43.4%
Gemma 3 27B	79	46	43	40	0	41.7%
Gemini 3 Flash (Preview)	67	61	47	29	0	40.8%
Claude 3.5 Haiku	100	100	0	0	0	40.0%
GPT-4o Mini (temp=1)	100	97	0	0	0	39.3%
DeepSeek V3.2	69	65	33	28	0	38.9%
Mistral Medium 3.1	61	39	34	32	25	38.1%
Claude 3.7 Sonnet	75	67	46	0	0	37.4%
o4 Mini High	78	44	43	22	0	37.3%
Llama 3.1 Nemotron 70B	100	85	0	0	0	37.1%
Z.AI GLM 4.7	70	41	32	28	0	34.3%
o4 Mini	48	45	42	31	0	33.4%
Qwen 3.5 Plus (2026-02-15)	65	35	32	31	0	32.7%
ByteDance Seed 1.6 Flash	66	55	35	0	0	31.3%
GPT-5 Mini	89	23	23	20	0	31.0%
GPT-5	57	28	21	14	0	24.0%
GPT-4o, Aug. 6th (temp=0)	63	47	0	0	0	22.0%
Grok 4	58	44	0	0	0	20.5%
Claude 3.5 Sonnet	100	0	0	0	0	20.0%
Ministral 3 3B	100	0	0	0	0	20.0%
Llama 3.1 8B	100	0	0	0	0	20.0%
Grok 4.1 Fast	34	31	28	0	0	18.8%
ByteDance Seed 1.6	90	0	0	0	0	18.0%
GPT-4o Mini (temp=0)	43	41	0	0	0	16.8%
Llama 3.1 70B	74	0	0	0	0	14.8%
Arcee AI: Trinity Mini	72	0	0	0	0	14.5%
DeepSeek V3.1	37	33	0	0	0	14.1%
Claude 3 Haiku	68	0	0	0	0	13.6%
Gemini 3.1 Pro (Preview)	31	22	0	0	0	10.6%
GPT-4o, May 13th (temp=0)	50	0	0	0	0	10.0%
Z.AI GLM 4.5	43	0	0	0	0	8.7%
Stealth: Aurora Alpha	34	0	0	0	0	6.9%
Grok 4 Fast	0	0	0	0	0	0.0%

▼

Horror: alone in an eerie place at night

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Claude Opus 4.5	100	100	100	100	100	100.0%
Z.AI GLM 5	100	100	100	100	100	100.0%
Mistral Large 3	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%
Writer: Palmyra X5	100	100	100	100	100	100.0%
Mistral Large 2	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%
Gemma 3 4B	100	100	100	100	100	100.0%
Ministral 8B	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	91	98.3%
Gemma 3 12B	100	100	100	100	89	97.9%
Gemini 2.5 Flash	100	100	100	100	83	96.5%
GPT-4.1 Nano	100	100	100	100	81	96.3%
Ministral 3 14B	100	100	100	100	77	95.3%
Z.AI GLM 4.7	100	100	100	100	75	95.0%
Mistral Medium 3.1	100	100	100	100	68	93.6%
Arcee AI: Trinity Large (Preview)	100	100	100	94	73	93.5%
Ministral 3 3B	100	100	100	100	67	93.3%
WizardLM 2 8x22b	100	100	100	91	71	92.3%
GPT-4.1 Mini	100	100	100	80	80	92.1%
Mistral Small Creative	100	100	100	100	55	90.9%
Claude 3.7 Sonnet	100	100	100	83	72	90.9%
Claude Sonnet 4.5	100	100	100	81	67	89.7%
Z.AI GLM 4.5	100	100	100	100	48	89.5%
Claude Sonnet 4	100	100	100	100	47	89.4%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	46	89.3%
DeepSeek-V2 Chat	100	100	100	88	58	89.2%
Claude Opus 4	100	100	100	81	62	88.7%
Z.AI GLM 4.6	100	100	100	100	38	87.7%
GPT-5 Nano	100	100	100	70	68	87.5%
Grok 4 Fast	100	100	85	71	70	85.3%
Claude Sonnet 4.6	100	100	100	78	46	84.9%
DeepSeek V3 (2024-12-26)	100	100	100	71	53	84.8%
GPT-5.1	100	100	90	67	60	83.6%
Claude 3 Haiku	100	100	100	60	57	83.4%
Gemini 2.5 Flash Lite	100	100	98	85	32	83.1%
Gemini 2.5 Pro	100	100	100	70	33	80.7%
GPT-5.2	97	90	83	74	60	80.5%
Mistral NeMO	100	100	100	100	0	80.0%
Grok 4	100	100	88	82	28	79.7%
Ministral 3 8B	100	100	83	69	45	79.6%
Arcee AI: Trinity Mini	100	95	83	78	38	78.9%
Hermes 3 70B	100	100	100	90	0	78.0%
o4 Mini	100	88	73	65	59	77.1%
Rocinante 12B	100	100	100	83	0	76.6%
GPT-4.1	100	90	86	69	34	75.9%
ByteDance Seed 1.6 Flash	100	100	83	61	31	75.0%
DeepSeek V3 (2025-03-24)	100	100	100	67	0	73.3%
Minimax M2.5	100	100	94	38	34	73.2%
Llama 3.1 Nemotron 70B	100	100	100	62	0	72.3%
Qwen 3.5 Plus (2026-02-15)	100	85	77	56	37	71.2%
Cohere Command R+ (Aug. 2024)	100	100	57	53	45	71.1%
Ministral 3B	100	100	85	69	0	71.0%
Gemini 3.1 Pro (Preview)	100	87	71	68	28	70.8%
Qwen 3.5 397B A17B	100	87	66	46	44	68.7%
GPT-4o, May 13th (temp=1)	100	100	78	37	29	68.7%
Gemini 3 Pro (Preview)	100	100	61	44	31	67.2%
Z.AI GLM 4.7 Flash	100	87	69	47	32	66.9%
Claude 3.5 Sonnet	100	89	55	45	45	66.7%
GPT-5	100	71	65	50	47	66.5%
Claude Opus 4.6	100	94	82	46	0	64.4%
DeepSeek V3.1	100	100	79	29	0	61.5%
o4 Mini High	100	100	77	18	0	59.0%
Hermes 3 405B	100	100	88	0	0	57.5%
Llama 3.1 8B	100	79	58	43	0	56.1%
GPT-4o, May 13th (temp=0)	100	80	61	37	0	55.6%
GPT-4o Mini (temp=0)	100	81	43	41	0	53.0%
MoonshotAI: Kimi K2.5	100	77	41	37	0	51.0%
Gemini 3 Flash (Preview)	100	62	60	28	0	50.1%
Grok 4.1 Fast	87	61	49	0	0	39.5%
GPT-4o, Aug. 6th (temp=0)	93	56	42	5	0	39.0%
GPT-5 Mini	50	48	39	24	22	36.6%
ByteDance Seed 1.6	62	61	60	0	0	36.4%
Qwen 2.5 72B	100	61	0	0	0	32.2%
Llama 3.1 70B	88	48	17	0	0	30.5%
Stealth: Aurora Alpha	54	37	23	0	0	22.7%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
Mistral Small 3.2 24B	65	12	4	1	0	16.4%

▼

Literary fiction: old friends reunite

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	100	100	100.0%
Mistral Large	100	100	100	100	100	100.0%
Ministral 3 8B	100	100	100	100	98	99.6%
Mistral Large 3	100	100	100	100	92	98.3%
Mistral Large 2	100	100	100	100	85	97.1%
Claude Haiku 4.5	100	100	100	83	82	93.1%
Ministral 8B	100	100	100	100	48	89.7%
Gemma 3 27B	100	100	98	77	72	89.4%
GPT-5 Nano	100	100	100	76	57	86.6%
Ministral 3 14B	100	100	98	85	43	85.2%
Gemma 3 4B	100	100	100	100	0	80.0%
GPT-4.1	100	89	72	70	54	77.1%
Claude Opus 4	100	100	80	75	26	76.3%
Mistral Medium 3.1	100	100	71	63	46	76.0%
Minimax M2.5	100	100	81	51	40	74.5%
Hermes 3 70B	100	100	100	58	0	71.7%
Ministral 3B	100	100	100	58	0	71.7%
DeepSeek V3.2	100	100	65	59	34	71.6%
DeepSeek-V2 Chat	100	100	100	52	0	70.4%
GPT-4.1 Nano	100	100	100	49	0	69.8%
GPT-5.2	100	78	61	57	41	67.3%
o4 Mini High	100	73	62	57	42	66.9%
Z.AI GLM 5	100	73	66	56	37	66.3%
Claude Sonnet 4.5	100	100	61	35	31	65.3%
Claude Opus 4.5	100	97	88	40	0	64.8%
Qwen 3.5 397B A17B	92	81	73	49	24	63.9%
o4 Mini	100	68	63	56	30	63.5%
Claude Opus 4.6	100	93	83	30	0	61.2%
Ministral 3 3B	100	100	51	42	1	58.9%
GPT-5	100	100	31	29	28	57.7%
Claude Sonnet 4.6	100	53	48	44	43	57.7%
Mistral Small Creative	100	93	61	33	0	57.3%
Claude 3.5 Sonnet	100	98	85	0	0	56.7%
DeepSeek V3 (2025-03-24)	100	100	74	0	0	54.8%
Claude Sonnet 4	100	88	43	43	0	54.7%
WizardLM 2 8x22b	100	93	32	32	0	51.3%
Z.AI GLM 4.7	72	68	42	35	32	50.0%
Arcee AI: Trinity Large (Preview)	100	100	50	0	0	50.0%
GPT-5 Mini	68	68	45	41	25	49.5%
Gemma 3 12B	100	100	46	0	0	49.3%
ByteDance Seed 1.6 Flash	100	78	32	24	0	47.0%
Cohere Command R+ (Aug. 2024)	90	83	61	0	0	46.8%
Gemini 2.5 Pro	100	84	44	0	0	45.7%
Z.AI GLM 4.6	77	62	55	35	0	45.6%
Gemini 3 Pro (Preview)	100	88	33	0	0	44.1%
GPT-4o, Aug. 6th (temp=1)	100	64	53	0	0	43.4%
GPT-5.1	81	72	30	29	0	42.3%
GPT-4o, May 13th (temp=1)	100	57	49	0	0	41.3%
Llama 3.1 70B	100	100	0	0	0	40.0%
Llama 3.1 Nemotron 70B	100	100	0	0	0	40.0%
Rocinante 12B	100	100	0	0	0	40.0%
Claude 3.5 Haiku	100	98	0	0	0	39.6%
GPT-4o Mini (temp=1)	100	93	0	0	0	38.5%
Llama 3.1 8B	100	88	0	0	0	37.5%
Gemini 2.5 Flash	100	49	37	0	0	37.3%
ByteDance Seed 1.6	95	72	0	0	0	33.5%
DeepSeek V3.1	97	31	31	0	0	31.6%
Mistral NeMO	100	56	0	0	0	31.1%
Hermes 3 405B	100	55	0	0	0	31.0%
MoonshotAI: Kimi K2.5	89	63	0	0	0	30.4%
GPT-4o, May 13th (temp=0)	100	48	0	0	0	29.5%
Grok 4.1 Fast	100	43	0	0	0	28.5%
Gemini 2.5 Flash Lite	95	42	0	0	0	27.4%
GPT-4.1 Mini	76	61	0	0	0	27.3%
Qwen 3.5 Plus (2026-02-15)	76	33	0	0	0	21.8%
Gemini 3 Flash (Preview)	38	35	34	0	0	21.3%
Z.AI GLM 4.7 Flash	41	31	30	0	0	20.5%
Claude 3.7 Sonnet	100	0	0	0	0	20.0%
Grok 4 Fast	56	34	0	0	0	17.9%
Gemini 3.1 Pro (Preview)	35	32	0	0	0	13.5%
Qwen 2.5 72B	53	0	0	0	0	10.6%
Mistral Small 3.2 24B	50	1	1	0	0	10.5%
DeepSeek V3 (2024-12-26)	48	0	0	0	0	9.5%
Z.AI GLM 4.5	46	0	0	0	0	9.3%
Arcee AI: Trinity Mini	42	0	0	0	0	8.4%
GPT-4o Mini (temp=0)	36	0	0	0	0	7.2%
Grok 4	34	0	0	0	0	6.7%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
GPT-4o, Aug. 6th (temp=0)	0	0	0	0	0	0.0%
Claude 3 Haiku	0	0	0	0	0	0.0%

▼

Mystery: examining a crime scene

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	100	100	100.0%
Mistral Large	100	100	100	94	70	92.8%
Mistral Small Creative	100	100	100	100	56	91.3%
Mistral Large 3	100	100	91	86	74	90.3%
Claude Sonnet 4.5	100	100	100	100	39	87.8%
Mistral Medium 3.1	100	100	100	97	27	84.8%
Arcee AI: Trinity Large (Preview)	100	100	100	56	49	81.1%
Ministral 3 3B	100	100	100	93	0	78.5%
Ministral 3 14B	100	100	100	91	0	78.3%
Ministral 3B	100	100	100	65	0	73.1%
Claude Opus 4	100	93	70	49	40	70.6%
Minimax M2.5	100	100	100	48	0	69.5%
Gemini 2.5 Flash Lite	100	100	78	63	0	68.3%
Gemini 2.5 Flash	100	100	94	43	0	67.3%
Z.AI GLM 4.7	100	69	68	65	33	67.1%
Ministral 3 8B	100	100	91	40	0	66.3%
Gemma 3 4B	100	95	83	46	0	65.0%
Z.AI GLM 5	88	82	76	41	34	64.1%
Qwen 3.5 397B A17B	100	100	81	36	0	63.3%
GPT-5.1	97	74	60	43	41	62.9%
Mistral Large 2	100	100	74	40	0	62.8%
Gemma 3 27B	100	82	43	43	40	61.7%
Ministral 8B	100	100	100	0	0	60.0%
DeepSeek V3 (2025-03-24)	100	100	88	0	0	57.5%
Z.AI GLM 4.7 Flash	100	80	78	24	0	56.6%
Hermes 3 70B	100	78	55	42	0	54.8%
Rocinante 12B	95	78	65	34	0	54.4%
Claude 3.5 Sonnet	100	100	71	0	0	54.2%
DeepSeek V3.2	100	84	78	0	0	52.3%
GPT-4o, May 13th (temp=0)	65	58	49	44	43	52.0%
o4 Mini	100	68	34	33	22	51.5%
GPT-5.2	91	73	35	34	20	50.6%
GPT-5 Nano	88	60	44	44	0	47.1%
o4 Mini High	100	73	43	19	0	46.9%
GPT-4o, May 13th (temp=1)	100	48	46	41	0	46.9%
Gemma 3 12B	100	83	50	0	0	46.6%
Claude Opus 4.5	95	91	46	0	0	46.6%
Qwen 3.5 Plus (2026-02-15)	68	60	52	31	22	46.4%
DeepSeek V3.1	100	89	35	0	0	44.8%
Arcee AI: Trinity Mini	100	65	55	0	0	44.0%
WizardLM 2 8x22b	97	58	33	23	0	42.3%
Claude Opus 4.6	100	62	43	0	0	41.1%
Grok 4.1 Fast	87	53	37	26	0	40.5%
Claude Sonnet 4.6	100	52	48	0	0	40.1%
Gemini 3 Flash (Preview)	89	73	37	0	0	39.8%
Gemini 3 Pro (Preview)	100	35	31	28	0	38.8%
GPT-4o, Aug. 6th (temp=0)	76	58	56	0	0	38.0%
Grok 4	100	41	40	0	0	36.2%
Claude Haiku 4.5	73	64	30	0	0	33.5%
Z.AI GLM 4.5	93	72	0	0	0	33.0%
GPT-5	50	46	37	14	14	32.1%
MoonshotAI: Kimi K2.5	100	58	0	0	0	31.7%
GPT-4.1 Nano	100	54	0	0	0	30.8%
GPT-4o Mini (temp=1)	100	50	0	0	0	30.0%
Claude 3.7 Sonnet	67	39	39	0	0	29.1%
GPT-4o, Aug. 6th (temp=1)	74	69	0	0	0	28.7%
ByteDance Seed 1.6 Flash	100	42	0	0	0	28.3%
Gemini 2.5 Pro	100	40	0	0	0	28.0%
DeepSeek V3 (2024-12-26)	100	34	0	0	0	26.7%
GPT-5 Mini	94	37	0	0	0	26.2%
Z.AI GLM 4.6	47	38	37	0	0	24.5%
Claude Sonnet 4	68	42	0	0	0	22.0%
GPT-4.1	100	0	0	0	0	20.0%
Hermes 3 405B	100	0	0	0	0	20.0%
Qwen 2.5 72B	100	0	0	0	0	20.0%
Cohere Command R+ (Aug. 2024)	100	0	0	0	0	20.0%
Grok 4 Fast	45	41	0	0	0	17.1%
Gemini 3.1 Pro (Preview)	38	36	0	0	0	14.8%
Llama 3.1 8B	41	31	0	0	0	14.4%
GPT-4.1 Mini	46	0	0	0	0	9.3%
GPT-4o Mini (temp=0)	44	0	0	0	0	8.8%
Mistral NeMO	41	0	0	0	0	8.2%
DeepSeek-V2 Chat	40	0	0	0	0	7.9%
Mistral Small 3.2 24B	1	0	0	0	0	0.2%
ByteDance Seed 1.6	0	0	0	0	0	0.0%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
Claude 3.5 Haiku	0	0	0	0	0	0.0%
Llama 3.1 70B	0	0	0	0	0	0.0%
Llama 3.1 Nemotron 70B	0	0	0	0	0	0.0%
Claude 3 Haiku	0	0	0	0	0	0.0%

▼

Romance: separated couple reunites

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	93	90	96.5%
Gemma 3 12B	100	100	100	100	82	96.5%
Claude Opus 4	100	100	100	100	65	93.0%
Ministral 8B	100	100	100	82	72	90.7%
Mistral Medium 3.1	100	100	100	79	66	89.1%
GPT-5 Nano	100	100	100	75	66	88.2%
Mistral Large 2	100	100	100	71	46	83.3%
Gemma 3 4B	100	100	100	56	52	81.7%
Claude 3.5 Haiku	100	100	100	100	0	80.0%
Mistral Large	100	100	100	100	0	80.0%
Gemini 2.5 Flash Lite	100	91	73	70	48	76.6%
Rocinante 12B	100	100	100	79	0	75.9%
Ministral 3 14B	100	100	64	63	50	75.3%
Gemma 3 27B	100	100	100	74	0	74.8%
Hermes 3 70B	100	100	100	74	0	74.7%
Minimax M2.5	100	100	91	74	0	73.1%
Claude Opus 4.6	100	88	72	68	36	72.7%
Mistral Small Creative	100	100	77	72	0	69.7%
Mistral Large 3	100	100	100	48	0	69.5%
WizardLM 2 8x22b	100	100	64	35	30	66.0%
Ministral 3 3B	100	100	74	38	17	65.8%
GPT-4.1 Nano	100	100	65	62	0	65.4%
Z.AI GLM 5	100	100	80	46	0	65.3%
GPT-4o, Aug. 6th (temp=1)	100	100	64	61	0	64.9%
Claude Sonnet 4	100	97	93	32	0	64.4%
Ministral 3 8B	100	100	100	14	0	62.7%
GPT-5 Mini	100	83	70	28	26	61.6%
ByteDance Seed 1.6 Flash	100	76	61	37	31	61.0%
GPT-4.1 Mini	100	100	65	38	0	60.4%
Grok 4 Fast	100	90	82	28	0	60.2%
o4 Mini	79	71	69	53	28	60.1%
GPT-5.1	95	85	69	25	22	59.1%
Ministral 3B	100	100	79	16	0	58.9%
Claude Opus 4.5	100	100	50	44	0	58.8%
Claude Haiku 4.5	100	100	89	0	0	57.7%
Hermes 3 405B	100	69	63	55	0	57.4%
Claude Sonnet 4.5	100	100	41	39	0	56.0%
GPT-4o, May 13th (temp=0)	100	60	57	44	0	52.3%
Claude 3.5 Sonnet	100	85	68	0	0	50.7%
Gemini 2.5 Pro	80	72	47	44	0	48.8%
Z.AI GLM 4.7 Flash	78	72	55	31	0	47.3%
o4 Mini High	65	63	52	28	27	47.2%
MoonshotAI: Kimi K2.5	100	93	40	0	0	46.6%
Qwen 3.5 397B A17B	100	53	42	19	0	42.8%
Arcee AI: Trinity Large (Preview)	100	78	36	0	0	42.8%
Grok 4.1 Fast	100	48	41	24	0	42.6%
Claude 3 Haiku	100	62	48	0	0	41.9%
Qwen 3.5 Plus (2026-02-15)	100	52	52	0	0	40.8%
GPT-4o, May 13th (temp=1)	100	52	50	0	0	40.4%
Claude Sonnet 4.6	100	100	0	0	0	40.0%
Llama 3.1 Nemotron 70B	100	100	0	0	0	40.0%
Mistral NeMO	100	100	0	0	0	40.0%
DeepSeek V3 (2025-03-24)	100	61	39	0	0	40.0%
Llama 3.1 8B	93	55	51	0	0	39.5%
Gemini 3 Pro (Preview)	56	37	35	34	32	38.9%
Gemini 2.5 Flash	94	48	39	0	0	36.1%
DeepSeek V3.1	95	45	38	0	0	35.7%
Claude 3.7 Sonnet	100	40	38	0	0	35.7%
GPT-4.1	88	45	42	0	0	35.0%
Grok 4	100	35	34	0	0	33.8%
Gemini 3 Flash (Preview)	50	47	40	31	0	33.4%
Arcee AI: Trinity Mini	63	51	48	0	0	32.5%
GPT-4o Mini (temp=1)	100	54	0	0	0	30.8%
Z.AI GLM 4.7	64	45	39	0	0	29.6%
Z.AI GLM 4.6	100	48	0	0	0	29.5%
ByteDance Seed 1.6	78	67	0	0	0	28.8%
Cohere Command R+ (Aug. 2024)	93	28	0	0	0	24.2%
DeepSeek-V2 Chat	72	42	0	0	0	22.9%
GPT-4o, Aug. 6th (temp=0)	100	0	0	0	0	20.0%
GPT-5	59	21	19	0	0	19.9%
Mistral Small 3.2 24B	88	0	0	0	0	17.7%
DeepSeek V3.2	39	32	0	0	0	14.2%
GPT-5.2	48	18	0	0	0	13.0%
DeepSeek V3 (2024-12-26)	58	0	0	0	0	11.7%
Qwen 2.5 72B	48	0	0	0	0	9.7%
Stealth: Aurora Alpha	44	0	0	0	0	8.9%
Gemini 3.1 Pro (Preview)	0	0	0	0	0	0.0%
Z.AI GLM 4.5	0	0	0	0	0	0.0%
GPT-4o Mini (temp=0)	0	0	0	0	0	0.0%
Llama 3.1 70B	0	0	0	0	0	0.0%

▼

Thriller: chase through city streets

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Z.AI GLM 5	100	100	100	100	100	100.0%
Writer: Palmyra X5	100	100	100	100	100	100.0%
GPT-4.1 Nano	100	100	100	100	89	97.8%
Mistral Medium 3.1	100	100	100	100	87	97.3%
Ministral 3 14B	100	100	100	100	84	96.7%
Ministral 3B	100	100	98	95	85	95.7%
Mistral Small Creative	100	100	100	100	78	95.7%
Mistral Large 3	100	100	100	100	38	87.6%
Hermes 3 70B	100	100	100	69	64	86.7%
GPT-5 Nano	100	89	81	81	76	85.3%
Qwen 3.5 397B A17B	100	95	91	71	55	82.4%
Mistral Large 2	100	100	100	57	43	80.2%
Mistral Large	100	100	100	100	0	80.0%
Arcee AI: Trinity Large (Preview)	100	100	100	100	0	80.0%
Gemini 2.5 Flash	100	98	83	53	33	73.5%
Ministral 3 8B	100	100	89	67	0	71.4%
Gemma 3 27B	100	100	85	38	33	71.3%
Z.AI GLM 4.5	100	100	72	44	38	71.0%
GPT-5.1	100	85	74	47	44	70.0%
Minimax M2.5	100	100	100	50	0	70.0%
Ministral 3 3B	100	100	74	72	0	69.3%
Gemma 3 12B	100	100	97	35	0	66.4%
Gemma 3 4B	100	100	46	45	41	66.4%
Claude 3 Haiku	100	100	78	51	0	65.8%
Rocinante 12B	100	100	69	29	26	65.0%
Claude Sonnet 4.6	100	100	82	43	0	65.0%
GPT-4.1	91	81	60	56	29	63.3%
Mistral NeMO	100	69	58	49	37	62.7%
Z.AI GLM 4.7 Flash	96	89	84	44	0	62.7%
GPT-4.1 Mini	100	88	83	42	0	62.6%
Claude Haiku 4.5	100	80	69	36	27	62.5%
Claude Opus 4.5	100	69	61	43	37	62.0%
Claude Opus 4	86	65	63	52	41	61.3%
Claude 3.5 Sonnet	100	90	63	49	0	60.4%
DeepSeek V3 (2025-03-24)	100	100	100	0	0	59.9%
Claude Opus 4.6	74	65	64	48	45	59.4%
Arcee AI: Trinity Mini	100	71	65	56	0	58.4%
DeepSeek-V2 Chat	100	100	91	0	0	58.3%
Gemini 3 Flash (Preview)	100	100	60	31	0	58.1%
Qwen 3.5 Plus (2026-02-15)	100	85	61	44	0	58.0%
Z.AI GLM 4.6	100	87	38	31	31	57.5%
Gemini 2.5 Pro	100	85	70	31	0	57.4%
o4 Mini High	100	88	59	38	0	57.0%
Hermes 3 405B	100	100	81	0	0	56.3%
WizardLM 2 8x22b	100	80	57	38	0	55.0%
DeepSeek V3.2	100	69	52	29	25	54.9%
Claude Sonnet 4.5	100	56	56	31	29	54.5%
Ministral 8B	100	89	81	0	0	54.0%
Cohere Command R+ (Aug. 2024)	100	64	61	44	0	53.8%
Z.AI GLM 4.7	88	75	52	33	21	53.8%
Claude Sonnet 4	80	78	73	37	0	53.6%
GPT-5.2	100	62	35	34	31	52.3%
ByteDance Seed 1.6 Flash	88	67	56	25	23	51.9%
GPT-4o, Aug. 6th (temp=1)	100	54	53	50	0	51.3%
o4 Mini	75	58	45	43	35	51.1%
MoonshotAI: Kimi K2.5	74	49	48	37	35	48.6%
DeepSeek V3 (2024-12-26)	100	100	36	0	0	47.2%
GPT-4o, May 13th (temp=1)	100	81	44	0	0	45.0%
GPT-4o Mini (temp=1)	91	82	49	0	0	44.5%
Qwen 2.5 72B	83	61	35	34	0	42.7%
Grok 4.1 Fast	100	44	41	23	0	41.6%
Gemini 2.5 Flash Lite	80	40	39	37	0	39.2%
Grok 4	55	39	34	32	27	37.3%
DeepSeek V3.1	80	49	28	23	0	36.1%
Llama 3.1 8B	100	67	0	0	0	33.3%
GPT-4o Mini (temp=0)	47	40	33	33	0	30.6%
GPT-4o, Aug. 6th (temp=0)	100	52	0	0	0	30.4%
ByteDance Seed 1.6	76	68	0	0	0	28.8%
GPT-4o, May 13th (temp=0)	100	39	0	0	0	27.8%
Grok 4 Fast	83	29	22	0	0	26.7%
GPT-5	49	27	27	14	9	25.3%
Gemini 3 Pro (Preview)	67	26	20	0	0	22.6%
Claude 3.7 Sonnet	79	27	0	0	0	21.2%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
Mistral Small 3.2 24B	79	1	0	0	0	16.1%
Llama 3.1 70B	67	0	0	0	0	13.3%
Stealth: Aurora Alpha	35	19	0	0	0	10.8%
Gemini 3.1 Pro (Preview)	27	0	0	0	0	5.4%
GPT-5 Mini	19	0	0	0	0	3.9%
Llama 3.1 Nemotron 70B	0	0	0	0	0	0.0%

genre

▼

Fantasy: entering an ancient ruin

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Mistral Medium 3.1	100	100	100	84	82	93.3%
Mistral Large 2	100	100	91	89	68	89.6%
GPT-5.2	100	100	100	93	53	89.2%
Writer: Palmyra X5	100	100	100	100	43	88.7%
GPT-4.1	100	100	85	81	37	80.7%
DeepSeek-V2 Chat	100	100	76	72	52	80.1%
Minimax M2.5	100	100	78	78	44	80.0%
Z.AI GLM 5	95	89	87	81	45	79.4%
DeepSeek V3 (2025-03-24)	100	100	100	56	41	79.2%
Gemma 3 12B	100	100	100	45	44	77.8%
GPT-5.1	100	100	68	65	53	77.0%
GPT-4o, May 13th (temp=1)	100	100	80	57	44	76.3%
MoonshotAI: Kimi K2.5	100	100	100	32	26	71.5%
GPT-4.1 Nano	100	100	100	56	0	71.1%
Ministral 3 14B	100	100	68	52	25	69.0%
Claude 3.5 Sonnet	100	90	79	74	0	68.7%
Mistral Large	100	93	83	39	29	68.7%
GPT-4o Mini (temp=1)	100	100	87	50	0	67.3%
Gemma 3 4B	100	63	57	57	56	66.7%
Claude Opus 4.6	100	93	65	37	34	65.8%
GPT-5	81	71	71	62	42	65.4%
Gemini 2.5 Flash	100	89	67	33	31	64.0%
Gemma 3 27B	100	89	84	45	0	63.7%
Qwen 3.5 Plus (2026-02-15)	100	100	78	41	0	63.6%
Hermes 3 405B	100	100	67	42	0	61.7%
DeepSeek V3.2	100	100	68	37	0	61.1%
Claude Sonnet 4.6	100	84	78	40	0	60.6%
Mistral Large 3	100	93	59	51	0	60.6%
Ministral 8B	100	95	64	41	0	60.0%
Qwen 3.5 397B A17B	94	78	50	40	36	59.6%
GPT-5 Mini	90	75	74	57	0	59.2%
o4 Mini	100	87	75	32	0	58.7%
Claude Sonnet 4	64	62	57	54	48	56.9%
Mistral NeMO	100	75	71	35	0	56.3%
Llama 3.1 Nemotron 70B	100	95	79	0	0	54.9%
GPT-4o, May 13th (temp=0)	100	57	48	35	32	54.6%
Llama 3.1 8B	100	100	71	0	0	54.2%
Ministral 3B	100	100	68	0	0	53.6%
Claude Opus 4.5	100	84	42	39	0	53.2%
GPT-5 Nano	100	64	49	33	19	53.0%
Gemini 2.5 Pro	100	100	35	29	0	52.8%
Claude Sonnet 4.5	100	100	53	0	0	50.6%
Claude Haiku 4.5	100	53	52	47	0	50.4%
Z.AI GLM 4.5	87	72	51	41	0	49.9%
Hermes 3 70B	74	62	56	55	0	49.4%
Mistral Small Creative	83	54	49	33	23	48.2%
Claude 3.7 Sonnet	100	70	69	0	0	47.9%
DeepSeek V3 (2024-12-26)	100	56	43	41	0	47.9%
o4 Mini High	100	85	53	0	0	47.6%
Gemini 3.1 Pro (Preview)	84	76	38	33	0	46.4%
Z.AI GLM 4.6	100	72	46	0	0	43.6%
GPT-4o, Aug. 6th (temp=1)	100	56	51	0	0	41.4%
Z.AI GLM 4.7	100	44	32	31	0	41.3%
GPT-4o Mini (temp=0)	53	50	48	46	0	39.5%
Claude 3 Haiku	67	56	51	0	0	34.7%
Gemini 2.5 Flash Lite	100	37	35	0	0	34.5%
Ministral 3 3B	100	60	7	0	0	33.4%
Gemini 3 Flash (Preview)	85	78	0	0	0	32.8%
Gemini 3 Pro (Preview)	68	65	28	0	0	32.2%
ByteDance Seed 1.6	85	69	0	0	0	31.0%
Z.AI GLM 4.7 Flash	64	42	41	0	0	29.3%
Ministral 3 8B	87	45	7	0	0	27.7%
DeepSeek V3.1	54	46	37	0	0	27.3%
Qwen 2.5 72B	74	46	0	0	0	23.9%
Claude Opus 4	44	36	35	0	0	23.0%
GPT-4o, Aug. 6th (temp=0)	61	49	0	0	0	21.9%
Cohere Command R+ (Aug. 2024)	62	46	0	0	0	21.5%
Mistral Small 3.2 24B	100	5	0	0	0	21.1%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
GPT-4.1 Mini	100	0	0	0	0	20.0%
Rocinante 12B	100	0	0	0	0	20.0%
Grok 4 Fast	62	36	0	0	0	19.7%
ByteDance Seed 1.6 Flash	32	31	25	0	0	17.6%
Arcee AI: Trinity Large (Preview)	49	37	0	0	0	17.3%
Llama 3.1 70B	65	0	0	0	0	13.1%
WizardLM 2 8x22b	65	0	0	0	0	13.1%
Grok 4	36	0	0	0	0	7.2%
Grok 4.1 Fast	0	0	0	0	0	0.0%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
Arcee AI: Trinity Mini	0	0	0	0	0	0.0%

▼

Horror: alone in an eerie place at night

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Minimax M2.5	100	100	100	100	100	100.0%
Claude Haiku 4.5	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=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%
Gemini 2.5 Flash	100	100	100	100	100	100.0%
Gemma 3 12B	100	100	100	100	100	100.0%
Gemma 3 27B	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%
Mistral Large 3	100	100	100	100	95	99.0%
DeepSeek V3.2	100	100	100	100	95	98.9%
GPT-5.2	100	100	100	100	94	98.9%
GPT-5.1	100	100	100	100	87	97.3%
Grok 4 Fast	100	100	100	95	86	96.3%
Claude Sonnet 4	100	100	100	100	81	96.3%
Z.AI GLM 4.5	100	100	100	100	81	96.3%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	79	95.9%
GPT-4o Mini (temp=1)	100	100	98	97	79	94.8%
Ministral 3 8B	100	100	100	100	71	94.2%
GPT-5 Mini	100	100	100	90	71	92.0%
Claude Opus 4.6	100	100	100	100	55	90.9%
GPT-4o Mini (temp=0)	100	100	100	100	48	89.6%
Z.AI GLM 5	100	100	100	75	69	88.8%
Ministral 3 14B	100	100	100	79	64	88.7%
DeepSeek V3.1	100	100	100	69	67	87.1%
Claude Sonnet 4.5	100	100	100	76	60	87.1%
Mistral Small Creative	100	100	100	100	35	86.9%
DeepSeek-V2 Chat	100	100	100	100	34	86.9%
Claude Opus 4.5	100	100	100	100	34	86.8%
Mistral NeMO	100	100	100	88	44	86.3%
Qwen 3.5 Plus (2026-02-15)	100	100	100	100	31	86.3%
GPT-4.1	100	100	100	100	31	86.1%
Z.AI GLM 4.7	100	97	87	85	60	85.8%
o4 Mini High	100	100	81	80	68	85.7%
Mistral Large	100	100	100	100	26	85.3%
Z.AI GLM 4.6	100	100	100	93	32	85.1%
Ministral 3 3B	100	100	100	94	23	83.4%
Gemini 2.5 Flash Lite	100	100	100	74	39	82.6%
Qwen 3.5 397B A17B	100	99	95	79	38	82.2%
GPT-5 Nano	100	99	88	81	41	81.7%
Mistral Medium 3.1	100	100	92	69	44	81.1%
GPT-4.1 Mini	100	100	89	72	42	80.7%
o4 Mini	100	100	80	70	52	80.3%
DeepSeek V3 (2025-03-24)	100	100	100	100	0	80.0%
Hermes 3 70B	100	100	100	100	0	80.0%
ByteDance Seed 1.6 Flash	100	100	71	65	63	79.9%
DeepSeek V3 (2024-12-26)	100	100	100	93	0	78.5%
Gemini 2.5 Pro	100	100	100	56	24	76.0%
Claude 3.5 Sonnet	100	100	61	60	58	75.7%
Gemini 3 Flash (Preview)	87	86	84	58	56	74.2%
Claude Opus 4	100	98	88	74	0	72.0%
Z.AI GLM 4.7 Flash	100	100	85	74	0	71.7%
Grok 4	100	100	100	57	0	71.5%
Grok 4.1 Fast	100	100	70	59	23	70.3%
Claude 3 Haiku	100	100	82	56	0	67.6%
Rocinante 12B	100	100	100	37	0	67.4%
Gemini 3.1 Pro (Preview)	100	85	78	43	23	65.9%
Gemini 3 Pro (Preview)	100	82	63	47	37	65.9%
Ministral 8B	100	100	78	47	0	64.9%
Arcee AI: Trinity Mini	100	100	91	31	0	64.6%
GPT-5	98	60	52	49	43	60.5%
Claude 3.5 Haiku	100	100	100	0	0	60.0%
Cohere Command R+ (Aug. 2024)	100	74	52	41	32	59.8%
Hermes 3 405B	100	79	60	57	0	59.3%
Claude Sonnet 4.6	100	84	63	43	0	58.0%
Claude 3.7 Sonnet	100	63	58	56	0	55.6%
Llama 3.1 Nemotron 70B	100	100	56	0	0	51.1%
Arcee AI: Trinity Large (Preview)	100	83	71	0	0	50.9%
MoonshotAI: Kimi K2.5	100	100	50	0	0	49.9%
Llama 3.1 8B	100	91	56	0	0	49.4%
Ministral 3B	100	68	48	0	0	43.2%
Llama 3.1 70B	74	67	62	0	0	40.5%
GPT-4o, Aug. 6th (temp=0)	100	94	0	0	0	38.8%
ByteDance Seed 1.6	100	91	0	0	0	38.3%
GPT-4o, May 13th (temp=0)	100	77	0	0	0	35.3%
Mistral Small 3.2 24B	100	43	28	5	0	35.1%
Stealth: Aurora Alpha	68	52	25	21	0	33.1%
WizardLM 2 8x22b	58	56	0	0	0	23.0%
Qwen 2.5 72B	88	0	0	0	0	17.5%

▼

Literary fiction: old friends reunite

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Mistral Large	100	100	100	100	100	100.0%
Mistral Large 2	100	100	100	100	95	99.0%
Ministral 3B	100	100	100	98	81	95.9%
Mistral Medium 3.1	100	100	100	100	67	93.3%
Gemini 2.5 Pro	100	100	100	100	58	91.7%
Writer: Palmyra X5	100	100	100	93	56	89.6%
GPT-5.1	100	100	94	93	60	89.3%
Gemma 3 4B	100	100	100	93	51	88.8%
Ministral 3 14B	100	100	100	87	56	88.6%
Mistral Small Creative	100	100	100	100	36	87.2%
Claude Haiku 4.5	100	98	95	91	46	86.1%
GPT-5.2	100	93	84	79	68	84.9%
o4 Mini	100	100	100	68	33	80.3%
GPT-5 Nano	100	100	95	67	20	76.5%
Minimax M2.5	100	100	93	40	39	74.6%
GPT-4.1	100	82	76	75	37	74.0%
Ministral 8B	100	100	100	34	32	73.2%
Claude Opus 4.6	100	100	70	60	32	72.5%
Llama 3.1 70B	100	100	100	60	0	71.8%
Claude Opus 4	100	88	78	48	44	71.7%
DeepSeek V3 (2025-03-24)	100	100	93	62	0	70.9%
Claude Sonnet 4	91	88	87	48	38	70.4%
o4 Mini High	100	78	67	66	34	69.2%
GPT-4o, May 13th (temp=0)	100	100	100	44	0	68.8%
Mistral Large 3	100	100	79	46	0	65.0%
Claude Sonnet 4.5	100	89	84	51	0	64.9%
Claude 3 Haiku	100	100	67	56	0	64.4%
DeepSeek-V2 Chat	100	80	55	52	33	64.1%
Ministral 3 8B	100	99	96	20	0	63.1%
Claude 3.5 Haiku	100	74	69	64	0	61.5%
Rocinante 12B	100	100	55	49	0	60.8%
ByteDance Seed 1.6 Flash	100	100	37	32	32	60.1%
Gemini 2.5 Flash Lite	100	96	42	34	28	60.1%
GPT-4o, May 13th (temp=1)	97	90	58	53	0	59.6%
DeepSeek V3 (2024-12-26)	100	100	56	40	0	59.3%
Arcee AI: Trinity Large (Preview)	100	85	60	43	0	57.5%
Z.AI GLM 5	100	90	60	34	0	56.7%
Claude Opus 4.5	88	88	67	40	0	56.4%
Gemma 3 12B	100	78	67	37	0	56.2%
GPT-5	100	71	45	44	18	55.6%
Mistral NeMO	100	100	72	0	0	54.5%
Claude Sonnet 4.6	100	81	52	37	0	54.1%
Z.AI GLM 4.7 Flash	98	69	35	33	32	53.2%
Gemini 2.5 Flash	100	78	56	31	0	53.1%
Ministral 3 3B	100	61	56	41	0	51.7%
Gemini 3.1 Pro (Preview)	100	72	53	29	0	50.9%
Qwen 3.5 Plus (2026-02-15)	100	51	47	44	0	48.4%
Hermes 3 405B	100	76	62	0	0	47.5%
Gemini 3 Pro (Preview)	93	62	46	35	0	47.1%
DeepSeek V3.2	100	98	36	0	0	46.8%
MoonshotAI: Kimi K2.5	100	81	48	0	0	45.8%
GPT-4.1 Nano	100	60	55	0	0	42.8%
GPT-4o, Aug. 6th (temp=1)	100	57	56	0	0	42.8%
GPT-4o Mini (temp=1)	52	50	49	45	0	39.2%
Z.AI GLM 4.6	85	42	37	28	0	38.5%
Qwen 3.5 397B A17B	68	52	36	33	0	37.8%
DeepSeek V3.1	99	56	29	0	0	36.8%
Mistral Small 3.2 24B	100	78	0	0	0	35.6%
Gemma 3 27B	71	66	41	0	0	35.6%
Claude 3.5 Sonnet	100	76	0	0	0	35.2%
Llama 3.1 Nemotron 70B	100	76	0	0	0	35.2%
Gemini 3 Flash (Preview)	91	40	39	0	0	34.0%
GPT-5 Mini	100	23	22	22	0	33.4%
GPT-4o Mini (temp=0)	60	51	48	0	0	31.5%
Grok 4	72	66	0	0	0	27.7%
Grok 4 Fast	65	38	31	0	0	26.7%
GPT-4.1 Mini	67	61	0	0	0	25.5%
Grok 4.1 Fast	59	35	31	0	0	25.1%
Z.AI GLM 4.5	78	46	0	0	0	24.6%
WizardLM 2 8x22b	72	48	0	0	0	24.2%
Qwen 2.5 72B	64	51	0	0	0	22.9%
Claude 3.7 Sonnet	38	38	34	0	0	22.0%
Z.AI GLM 4.7	35	35	31	0	0	20.3%
Hermes 3 70B	100	0	0	0	0	20.0%
Llama 3.1 8B	98	0	0	0	0	19.6%
GPT-4o, Aug. 6th (temp=0)	44	40	0	0	0	16.9%
Cohere Command R+ (Aug. 2024)	64	0	0	0	0	12.8%
Arcee AI: Trinity Mini	52	0	0	0	0	10.4%
Stealth: Aurora Alpha	33	0	0	0	0	6.7%
ByteDance Seed 1.6	0	0	0	0	0	0.0%

▼

Mystery: examining a crime scene

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	100	77	95.3%
Claude 3.5 Sonnet	100	100	100	100	74	94.8%
Ministral 3 14B	100	100	100	100	67	93.3%
Mistral Medium 3.1	100	100	92	88	67	89.5%
Mistral Small Creative	100	91	90	89	76	89.1%
Claude Sonnet 4.5	100	100	100	93	38	86.1%
Mistral Large 3	100	100	100	81	44	85.1%
Qwen 3.5 397B A17B	100	100	77	63	62	80.4%
Claude Sonnet 4.6	100	100	97	53	42	78.2%
GPT-4.1 Nano	100	91	69	64	57	76.5%
Claude Opus 4	100	100	100	82	0	76.5%
Mistral Large 2	100	100	95	85	0	76.1%
GPT-5.1	100	88	67	63	57	75.1%
Gemini 3 Flash (Preview)	100	100	100	75	0	75.0%
Gemma 3 12B	100	100	93	41	38	74.2%
DeepSeek-V2 Chat	100	93	68	62	41	72.6%
DeepSeek V3 (2025-03-24)	100	100	81	72	0	70.8%
Ministral 8B	100	100	90	46	0	67.2%
ByteDance Seed 1.6 Flash	100	90	65	49	21	65.0%
Minimax M2.5	100	97	83	41	0	64.1%
Gemini 3.1 Pro (Preview)	100	94	85	34	0	62.7%
Ministral 3 3B	100	84	81	37	4	61.2%
Mistral Large	100	72	50	44	35	60.3%
GPT-4o, Aug. 6th (temp=1)	100	100	100	0	0	60.0%
Claude 3 Haiku	98	74	62	60	0	58.7%
Rocinante 12B	100	95	76	0	0	54.2%
Ministral 3B	100	62	60	46	0	53.5%
Qwen 3.5 Plus (2026-02-15)	100	85	42	39	0	53.3%
Z.AI GLM 4.7 Flash	69	67	60	37	29	52.7%
GPT-5	100	85	39	38	0	52.5%
Gemma 3 4B	58	52	51	49	48	51.8%
Z.AI GLM 4.7	95	71	56	31	0	50.5%
GPT-5.2	100	67	45	17	16	49.1%
Mistral NeMO	100	76	63	0	0	47.7%
o4 Mini	100	100	36	0	0	47.2%
Claude Opus 4.6	84	56	32	31	29	46.6%
Cohere Command R+ (Aug. 2024)	93	85	51	0	0	45.9%
Gemini 2.5 Pro	100	33	31	31	30	45.0%
Gemini 3 Pro (Preview)	82	78	62	0	0	44.4%
GPT-4o, May 13th (temp=1)	91	78	51	0	0	44.2%
Claude Opus 4.5	100	73	36	0	0	41.9%
GPT-4.1 Mini	100	56	51	0	0	41.4%
Z.AI GLM 5	100	69	31	0	0	40.0%
o4 Mini High	100	67	29	0	0	39.2%
Ministral 3 8B	100	57	36	1	0	38.9%
Hermes 3 405B	100	90	0	0	0	38.0%
MoonshotAI: Kimi K2.5	90	58	40	0	0	37.7%
Gemma 3 27B	100	39	36	0	0	35.0%
GPT-4o Mini (temp=1)	57	56	55	0	0	33.5%
DeepSeek V3.1	77	44	39	0	0	31.9%
GPT-4.1	78	40	34	0	0	30.4%
DeepSeek V3.2	60	58	33	0	0	30.4%
Claude 3.7 Sonnet	43	37	35	35	0	30.1%
Gemini 2.5 Flash	44	33	31	30	0	27.6%
Grok 4	69	68	0	0	0	27.5%
Grok 4 Fast	48	44	37	0	0	25.8%
Claude Sonnet 4	62	61	0	0	0	24.5%
GPT-5 Nano	57	49	15	0	0	24.2%
Llama 3.1 8B	79	41	0	0	0	24.0%
DeepSeek V3 (2024-12-26)	83	33	0	0	0	23.3%
GPT-4o, Aug. 6th (temp=0)	60	54	0	0	0	22.7%
Z.AI GLM 4.6	41	37	35	0	0	22.5%
Claude Haiku 4.5	56	51	0	0	0	21.4%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
Arcee AI: Trinity Mini	98	0	0	0	0	19.6%
Arcee AI: Trinity Large (Preview)	94	0	0	0	0	18.8%
Llama 3.1 Nemotron 70B	90	0	0	0	0	18.0%
Gemini 2.5 Flash Lite	42	36	0	0	0	15.6%
Llama 3.1 70B	56	0	0	0	0	11.3%
GPT-4o, May 13th (temp=0)	56	0	0	0	0	11.1%
ByteDance Seed 1.6	50	0	0	0	0	10.0%
Z.AI GLM 4.5	43	0	0	0	0	8.5%
Grok 4.1 Fast	26	0	0	0	0	5.3%
GPT-5 Mini	21	0	0	0	0	4.3%
Mistral Small 3.2 24B	3	0	0	0	0	0.5%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
GPT-4o Mini (temp=0)	0	0	0	0	0	0.0%
Qwen 2.5 72B	0	0	0	0	0	0.0%
Hermes 3 70B	0	0	0	0	0	0.0%
WizardLM 2 8x22b	0	0	0	0	0	0.0%

▼

Romance: separated couple reunites

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
GPT-4.1	100	100	100	89	65	90.7%
Mistral Large 3	100	100	100	100	43	88.5%
GPT-5.1	100	100	100	79	62	88.3%
Mistral Large	100	100	100	100	34	86.7%
Mistral Medium 3.1	100	100	83	74	62	83.7%
Gemini 3 Flash (Preview)	100	100	90	83	38	82.3%
Mistral Small Creative	100	100	96	62	43	80.2%
Writer: Palmyra X5	100	100	100	100	0	80.0%
Claude Opus 4	100	88	73	72	64	79.4%
Claude Opus 4.6	100	100	98	79	0	75.5%
Arcee AI: Trinity Large (Preview)	100	100	89	45	41	75.0%
Minimax M2.5	100	100	94	46	33	74.5%
GPT-5 Mini	100	100	89	47	37	74.5%
Ministral 3 14B	100	100	71	57	44	74.5%
Gemini 3.1 Pro (Preview)	100	100	100	69	0	73.8%
Mistral Large 2	100	100	100	44	25	73.8%
Claude 3.5 Sonnet	100	76	71	62	60	73.6%
DeepSeek V3 (2024-12-26)	100	84	81	52	49	73.4%
Ministral 3 3B	100	100	61	53	46	71.8%
GPT-5.2	100	82	70	54	51	71.4%
GPT-4o, May 13th (temp=1)	100	100	56	51	48	70.9%
Claude 3 Haiku	100	100	100	51	0	70.3%
o4 Mini	100	100	81	66	0	69.5%
Claude Sonnet 4.5	100	100	100	41	0	68.1%
Z.AI GLM 4.6	100	78	70	55	35	67.7%
Ministral 3 8B	96	96	77	61	6	67.1%
o4 Mini High	100	100	69	65	0	67.0%
GPT-5 Nano	100	79	57	55	22	62.7%
Z.AI GLM 5	100	100	73	37	0	62.1%
Gemma 3 27B	78	75	68	45	42	61.7%
DeepSeek V3 (2025-03-24)	100	90	63	56	0	61.7%
Gemini 2.5 Pro	100	82	62	58	0	60.4%
Claude 3.5 Haiku	100	100	100	0	0	60.0%
Rocinante 12B	100	100	100	0	0	60.0%
Claude Opus 4.5	100	100	44	42	0	57.2%
Cohere Command R+ (Aug. 2024)	100	100	51	34	0	56.9%
GPT-5	100	55	50	41	36	56.4%
Qwen 3.5 397B A17B	100	64	63	51	0	55.7%
Ministral 3B	100	100	65	0	0	53.1%
Z.AI GLM 4.7	64	63	57	52	27	52.9%
Claude 3.7 Sonnet	90	74	62	37	0	52.6%
GPT-4.1 Mini	100	100	63	0	0	52.6%
GPT-4.1 Nano	100	100	63	0	0	52.6%
DeepSeek V3.2	77	76	76	32	0	52.0%
Claude Haiku 4.5	100	55	51	51	0	51.4%
Gemini 3 Pro (Preview)	65	54	52	44	34	50.0%
Grok 4 Fast	98	69	42	36	0	49.1%
DeepSeek V3.1	100	72	38	35	0	49.0%
Gemma 3 4B	100	95	48	0	0	48.6%
Grok 4.1 Fast	95	89	30	26	0	48.0%
Claude Sonnet 4	100	100	40	0	0	47.9%
Qwen 3.5 Plus (2026-02-15)	100	93	46	0	0	47.7%
Llama 3.1 8B	100	100	19	0	0	43.8%
ByteDance Seed 1.6 Flash	100	80	36	0	0	43.3%
Z.AI GLM 4.7 Flash	78	72	30	26	0	41.2%
Grok 4	91	42	37	32	0	40.3%
GPT-4o Mini (temp=1)	100	51	44	0	0	39.0%
GPT-4o, May 13th (temp=0)	100	46	45	0	0	38.1%
Arcee AI: Trinity Mini	100	90	0	0	0	38.0%
DeepSeek-V2 Chat	93	44	39	0	0	35.2%
Llama 3.1 70B	100	72	0	0	0	34.5%
Gemini 2.5 Flash	84	56	26	0	0	33.4%
GPT-4o, Aug. 6th (temp=1)	100	65	0	0	0	33.1%
GPT-4o, Aug. 6th (temp=0)	100	65	0	0	0	33.1%
Gemini 2.5 Flash Lite	96	40	28	0	0	32.8%
Llama 3.1 Nemotron 70B	85	76	0	0	0	32.2%
Hermes 3 70B	74	71	0	0	0	29.0%
Qwen 2.5 72B	53	48	44	0	0	29.0%
Stealth: Aurora Alpha	100	43	0	0	0	28.5%
Ministral 8B	100	41	0	0	0	28.2%
MoonshotAI: Kimi K2.5	100	36	0	0	0	27.2%
Hermes 3 405B	78	51	0	0	0	25.8%
Z.AI GLM 4.5	88	40	0	0	0	25.6%
WizardLM 2 8x22b	69	54	0	0	0	24.6%
Claude Sonnet 4.6	100	0	0	0	0	20.0%
Mistral NeMO	100	0	0	0	0	20.0%
GPT-4o Mini (temp=0)	93	0	0	0	0	18.5%
Gemma 3 12B	93	0	0	0	0	18.5%
ByteDance Seed 1.6	65	0	0	0	0	13.1%
Mistral Small 3.2 24B	45	0	0	0	0	9.0%

▼

Thriller: chase through city streets

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	100	100	100.0%
Mistral Medium 3.1	100	100	100	100	85	97.1%
GPT-5.2	100	100	100	89	77	93.2%
Gemini 2.5 Flash Lite	100	100	100	88	71	91.7%
Claude Haiku 4.5	100	100	100	94	64	91.6%
GPT-4.1 Mini	100	100	100	100	56	91.1%
GPT-4.1 Nano	100	100	100	100	49	89.8%
Gemma 3 4B	100	100	100	90	58	89.7%
Mistral Large 3	100	100	100	79	57	87.4%
Mistral NeMO	100	100	100	93	39	86.3%
Mistral Small Creative	100	100	100	80	51	86.3%
Claude 3.5 Sonnet	100	100	100	62	58	84.0%
Ministral 3 8B	100	100	94	78	39	82.1%
Llama 3.1 8B	100	100	100	100	0	80.0%
DeepSeek-V2 Chat	100	98	78	71	52	79.7%
GPT-5.1	100	100	100	68	27	79.1%
Claude Sonnet 4.5	100	100	100	89	0	77.8%
Gemma 3 27B	100	100	92	63	31	77.2%
Minimax M2.5	100	100	100	41	39	76.0%
ByteDance Seed 1.6	100	100	100	62	0	72.3%
DeepSeek V3 (2025-03-24)	100	100	100	52	0	70.4%
Ministral 3 3B	100	100	90	37	23	70.1%
GPT-4.1	100	100	91	60	0	70.1%
Arcee AI: Trinity Large (Preview)	100	100	100	44	0	68.8%
Claude Sonnet 4.6	100	100	94	44	0	67.8%
Ministral 8B	100	100	69	34	31	66.7%
Qwen 3.5 397B A17B	89	78	63	54	45	66.0%
Ministral 3B	95	79	65	56	33	65.7%
Ministral 3 14B	100	100	52	42	32	65.1%
Mistral Large	100	87	81	56	0	64.7%
Rocinante 12B	100	83	72	49	0	60.9%
MoonshotAI: Kimi K2.5	100	100	61	37	0	59.4%
o4 Mini High	100	81	68	24	23	59.3%
DeepSeek V3.2	86	78	56	50	25	59.0%
Claude Opus 4	100	87	72	33	0	58.4%
Z.AI GLM 5	100	90	62	38	0	58.0%
Claude 3.5 Haiku	100	100	90	0	0	58.0%
Gemini 2.5 Flash	100	100	49	38	0	57.5%
Z.AI GLM 4.7 Flash	100	69	54	35	28	57.2%
Claude Opus 4.5	90	86	56	32	0	52.8%
GPT-4o, Aug. 6th (temp=1)	100	100	60	0	0	51.9%
DeepSeek V3 (2024-12-26)	100	94	56	0	0	50.2%
ByteDance Seed 1.6 Flash	100	60	51	35	0	49.0%
Mistral Large 2	100	100	42	0	0	48.3%
GPT-5 Mini	66	55	53	44	21	47.7%
Claude Opus 4.6	81	60	56	34	0	46.2%
Z.AI GLM 4.5	100	85	42	0	0	45.3%
Hermes 3 70B	100	67	57	0	0	44.8%
GPT-5	91	45	43	24	16	43.7%
Llama 3.1 70B	72	71	71	0	0	42.9%
Claude 3 Haiku	100	71	39	0	0	41.9%
Claude 3.7 Sonnet	72	40	37	29	29	41.5%
DeepSeek V3.1	77	48	31	28	0	36.8%
Gemini 3 Flash (Preview)	81	65	35	0	0	36.3%
GPT-4o, May 13th (temp=1)	100	43	37	0	0	36.1%
Qwen 3.5 Plus (2026-02-15)	65	39	38	37	0	35.7%
Gemini 3.1 Pro (Preview)	57	55	32	29	0	34.7%
Gemma 3 12B	100	73	0	0	0	34.7%
Grok 4.1 Fast	78	63	31	0	0	34.4%
Claude Sonnet 4	60	56	48	0	0	32.5%
Hermes 3 405B	85	72	0	0	0	31.6%
GPT-4o Mini (temp=1)	56	53	46	0	0	31.0%
o4 Mini	68	52	33	0	0	30.6%
Qwen 2.5 72B	82	35	31	0	0	29.7%
Z.AI GLM 4.7	49	48	25	24	0	29.3%
Arcee AI: Trinity Mini	79	67	0	0	0	29.2%
Gemini 3 Pro (Preview)	54	29	28	26	0	27.5%
Z.AI GLM 4.6	37	35	32	27	0	26.2%
GPT-5 Nano	74	26	14	13	0	25.4%
GPT-4o, Aug. 6th (temp=0)	54	48	0	0	0	20.4%
WizardLM 2 8x22b	100	0	0	0	0	20.0%
GPT-4o Mini (temp=0)	51	42	0	0	0	18.5%
Llama 3.1 Nemotron 70B	88	0	0	0	0	17.5%
GPT-4o, May 13th (temp=0)	36	36	0	0	0	14.5%
Gemini 2.5 Pro	52	0	0	0	0	10.5%
Grok 4	25	25	0	0	0	10.0%
Cohere Command R+ (Aug. 2024)	46	0	0	0	0	9.1%
Grok 4 Fast	27	0	0	0	0	5.4%
Mistral Small 3.2 24B	6	3	0	0	0	1.9%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%

Novelcrafter Default Prompt

▼

Fantasy: entering an ancient ruin

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	100	72	94.3%
GPT-4.1 Nano	100	100	100	100	54	90.8%
Mistral Small Creative	100	100	100	100	0	80.0%
Z.AI GLM 5	100	100	100	85	0	77.1%
Claude Opus 4.5	100	100	81	49	42	74.5%
Claude Sonnet 4.5	100	100	88	60	0	69.4%
Minimax M2.5	100	100	83	60	0	68.6%
Claude Opus 4	100	90	89	61	0	68.0%
Ministral 3 14B	100	85	58	56	40	67.8%
Mistral Large	100	90	89	56	0	67.1%
Gemma 3 27B	97	90	52	52	43	66.7%
Claude Sonnet 4	100	100	68	64	0	66.4%
Claude Opus 4.6	100	100	67	59	0	65.3%
GPT-5.1	100	100	47	40	39	64.9%
Ministral 3 3B	93	88	72	68	0	64.2%
Mistral Large 3	100	100	47	42	30	63.7%
GPT-4.1 Mini	100	94	63	56	0	62.7%
o4 Mini High	100	84	57	46	26	62.6%
Mistral Large 2	100	100	76	35	0	62.2%
Gemini 2.5 Flash Lite	95	58	56	52	37	59.8%
GPT-4o Mini (temp=1)	100	95	51	51	0	59.2%
Ministral 8B	100	100	56	40	0	59.2%
Gemma 3 4B	100	53	50	48	42	58.5%
Claude 3 Haiku	100	76	63	51	0	57.8%
WizardLM 2 8x22b	100	89	61	34	0	56.7%
Gemma 3 12B	100	100	41	40	0	56.1%
Claude 3.7 Sonnet	100	100	42	36	0	55.6%
GPT-5.2	100	80	40	34	19	54.6%
MoonshotAI: Kimi K2.5	100	96	48	29	0	54.5%
Gemini 2.5 Flash	100	72	55	37	0	52.7%
Z.AI GLM 4.7 Flash	100	71	65	27	0	52.5%
DeepSeek V3 (2025-03-24)	100	100	60	0	0	51.9%
GPT-5 Mini	74	60	58	42	22	51.0%
Ministral 3 8B	100	100	54	0	0	50.8%
GPT-4o, Aug. 6th (temp=1)	100	100	51	0	0	50.1%
DeepSeek V3.1	100	51	47	46	0	48.6%
Claude Haiku 4.5	100	88	53	0	0	48.1%
DeepSeek V3 (2024-12-26)	100	88	40	0	0	45.5%
Mistral Medium 3.1	100	97	28	0	0	45.1%
o4 Mini	93	43	30	29	20	43.1%
GPT-4o, May 13th (temp=1)	91	61	44	0	0	39.2%
Z.AI GLM 4.5	100	47	46	0	0	38.6%
Mistral NeMO	100	58	34	0	0	38.6%
Hermes 3 70B	100	48	39	0	0	37.4%
GPT-5 Nano	80	38	34	17	15	36.6%
Cohere Command R+ (Aug. 2024)	100	81	0	0	0	36.3%
Qwen 2.5 72B	78	52	47	0	0	35.3%
Qwen 3.5 397B A17B	69	46	41	17	0	34.7%
Mistral Small 3.2 24B	95	77	0	0	0	34.3%
GPT-4.1	100	36	33	0	0	33.8%
Gemini 3 Flash (Preview)	72	53	43	0	0	33.6%
ByteDance Seed 1.6 Flash	68	31	31	26	0	31.3%
Claude Sonnet 4.6	100	56	0	0	0	31.1%
Qwen 3.5 Plus (2026-02-15)	45	37	36	34	0	30.5%
Ministral 3B	83	68	0	0	0	30.3%
Gemini 2.5 Pro	98	44	0	0	0	28.5%
Z.AI GLM 4.6	53	47	40	0	0	27.9%
Rocinante 12B	100	37	0	0	0	27.3%
Z.AI GLM 4.7	70	38	27	0	0	27.0%
Gemini 3.1 Pro (Preview)	45	27	26	25	0	24.5%
Grok 4 Fast	62	32	26	0	0	24.1%
GPT-5	56	33	27	0	0	23.3%
GPT-4o, Aug. 6th (temp=0)	62	51	0	0	0	22.4%
Grok 4.1 Fast	58	26	26	0	0	21.9%
Claude 3.5 Sonnet	100	0	0	0	0	20.0%
Hermes 3 405B	100	0	0	0	0	20.0%
Arcee AI: Trinity Large (Preview)	50	46	0	0	0	19.2%
GPT-4o Mini (temp=0)	85	0	0	0	0	17.1%
DeepSeek V3.2	43	39	0	0	0	16.4%
Grok 4	28	26	25	0	0	15.8%
Llama 3.1 8B	71	0	0	0	0	14.2%
GPT-4o, May 13th (temp=0)	41	27	0	0	0	13.6%
Gemini 3 Pro (Preview)	59	0	0	0	0	11.8%
DeepSeek-V2 Chat	51	0	0	0	0	10.3%
ByteDance Seed 1.6	32	0	0	0	0	6.4%
Stealth: Aurora Alpha	25	0	0	0	0	5.1%
Claude 3.5 Haiku	0	0	0	0	0	0.0%
Llama 3.1 70B	0	0	0	0	0	0.0%
Llama 3.1 Nemotron 70B	0	0	0	0	0	0.0%
Arcee AI: Trinity Mini	0	0	0	0	0	0.0%

▼

Horror: alone in an eerie place at night

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Claude Sonnet 4.5	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	100	100	100	100	100	100.0%
Mistral Small Creative	100	100	100	100	100	100.0%
Cohere Command R+ (Aug. 2024)	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%
Gemma 3 12B	100	100	100	100	99	99.8%
Arcee AI: Trinity Mini	100	100	100	100	98	99.6%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	94	98.8%
Gemini 2.5 Flash Lite	100	100	100	100	89	97.8%
Claude Opus 4	100	100	100	100	87	97.3%
Z.AI GLM 5	100	100	100	100	86	97.2%
Rocinante 12B	100	100	100	95	83	95.7%
Gemma 3 27B	100	100	100	100	77	95.3%
Claude 3 Haiku	100	100	100	100	64	92.8%
GPT-5.1	100	100	100	96	64	92.1%
Claude Opus 4.5	100	100	100	100	55	91.0%
Ministral 3 8B	100	100	100	87	67	90.6%
Mistral Large 2	100	100	100	100	48	89.7%
Ministral 8B	100	100	100	100	48	89.5%
Claude Opus 4.6	100	100	100	100	46	89.3%
WizardLM 2 8x22b	100	100	98	90	56	88.8%
Z.AI GLM 4.6	100	100	93	89	60	88.4%
DeepSeek V3 (2024-12-26)	100	100	93	81	68	88.4%
Arcee AI: Trinity Large (Preview)	100	100	100	100	41	88.2%
Mistral Large 3	100	100	100	100	38	87.7%
GPT-5.2	100	100	92	92	51	86.9%
Z.AI GLM 4.7	100	100	92	87	56	86.8%
GPT-4o, May 13th (temp=1)	100	100	81	78	72	86.3%
Minimax M2.5	100	95	91	88	55	86.0%
Hermes 3 70B	100	100	100	64	56	84.1%
DeepSeek V3.1	100	100	100	58	57	83.1%
GPT-4.1	100	98	75	70	67	82.0%
Claude Sonnet 4	100	100	100	58	50	81.6%
DeepSeek V3.2	100	100	95	57	49	80.4%
DeepSeek V3 (2025-03-24)	100	100	100	100	0	80.0%
DeepSeek-V2 Chat	100	100	100	100	0	80.0%
Z.AI GLM 4.5	100	100	100	100	0	80.0%
Ministral 3 14B	100	100	100	100	0	80.0%
Mistral NeMO	100	100	100	100	0	80.0%
GPT-4o Mini (temp=0)	100	100	83	78	39	79.9%
Gemini 3 Pro (Preview)	100	100	84	62	53	79.9%
Claude Sonnet 4.6	100	100	100	98	0	79.6%
Gemini 2.5 Flash	100	84	77	73	63	79.6%
GPT-4.1 Mini	100	100	100	57	40	79.5%
Claude Haiku 4.5	100	100	72	63	57	78.6%
Grok 4	100	100	100	72	18	78.0%
o4 Mini High	100	100	100	85	0	77.1%
o4 Mini	100	100	80	59	45	76.7%
Gemini 2.5 Pro	100	100	92	80	0	74.4%
Z.AI GLM 4.7 Flash	100	78	72	65	55	74.1%
Ministral 3B	100	100	100	61	0	72.1%
Llama 3.1 70B	100	93	93	71	0	71.2%
ByteDance Seed 1.6 Flash	100	91	87	74	0	70.3%
GPT-4o Mini (temp=1)	100	100	100	41	0	68.1%
Hermes 3 405B	100	100	78	43	0	64.1%
Grok 4.1 Fast	96	86	64	36	28	62.1%
GPT-5 Mini	100	82	71	39	0	58.4%
Qwen 3.5 Plus (2026-02-15)	100	76	72	44	0	58.4%
Llama 3.1 Nemotron 70B	100	100	81	0	0	56.3%
Ministral 3 3B	100	93	81	0	0	54.8%
Mistral Small 3.2 24B	100	100	41	8	3	50.4%
Qwen 3.5 397B A17B	75	69	67	23	14	49.6%
Grok 4 Fast	100	59	54	26	0	47.8%
Gemini 3.1 Pro (Preview)	87	51	41	25	25	45.6%
Claude 3.7 Sonnet	100	67	29	27	0	44.7%
Llama 3.1 8B	100	79	40	0	0	43.8%
Qwen 2.5 72B	100	46	43	0	0	37.7%
GPT-5 Nano	69	41	34	22	17	36.5%
GPT-4o, Aug. 6th (temp=0)	100	44	38	0	0	36.3%
GPT-5	88	43	17	13	0	32.3%
GPT-4o, May 13th (temp=0)	63	45	33	0	0	28.2%
Claude 3.5 Sonnet	74	61	0	0	0	26.9%
MoonshotAI: Kimi K2.5	58	32	28	0	0	23.8%
Gemini 3 Flash (Preview)	53	27	22	0	0	20.5%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
Stealth: Aurora Alpha	33	30	0	0	0	12.7%
ByteDance Seed 1.6	0	0	0	0	0	0.0%

▼

Literary fiction: old friends reunite

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Ministral 3 8B	100	100	100	95	82	95.5%
Ministral 3 14B	100	100	100	100	78	95.5%
Mistral Small Creative	100	100	100	100	58	91.6%
Mistral Large 2	100	100	100	100	48	89.5%
Mistral Medium 3.1	100	100	89	83	72	88.8%
Writer: Palmyra X5	100	100	100	97	37	86.7%
DeepSeek V3 (2024-12-26)	100	100	100	100	0	80.0%
Mistral Large 3	100	100	100	100	0	80.0%
Gemma 3 12B	100	94	85	83	37	79.9%
Mistral Large	100	98	97	81	0	75.2%
Mistral NeMO	100	100	100	67	0	73.3%
Z.AI GLM 5	100	100	83	46	34	72.6%
Claude Sonnet 4.6	100	100	100	61	0	72.1%
o4 Mini High	100	100	65	50	35	69.9%
Gemma 3 27B	100	90	85	37	0	62.6%
Claude Opus 4.5	100	74	67	39	30	62.0%
Claude Sonnet 4.5	100	100	61	48	0	61.6%
Ministral 3 3B	100	100	41	29	28	59.7%
DeepSeek-V2 Chat	100	100	89	0	0	57.8%
Claude Sonnet 4	100	89	51	42	0	56.3%
Minimax M2.5	100	100	78	0	0	55.5%
DeepSeek V3 (2025-03-24)	100	56	56	55	0	53.2%
MoonshotAI: Kimi K2.5	100	100	62	0	0	52.5%
Claude 3.7 Sonnet	95	48	45	39	35	52.4%
GPT-4.1	100	56	51	46	0	50.8%
ByteDance Seed 1.6 Flash	100	100	41	0	0	48.2%
Ministral 8B	100	48	48	44	0	48.1%
GPT-4.1 Nano	67	64	58	51	0	48.0%
Claude Haiku 4.5	100	51	46	38	0	47.2%
Z.AI GLM 4.6	100	100	35	0	0	46.9%
Gemma 3 4B	100	89	40	0	0	45.8%
Ministral 3B	100	80	41	0	0	44.3%
Qwen 2.5 72B	100	61	58	0	0	43.8%
Z.AI GLM 4.5	98	67	50	0	0	42.9%
GPT-4o, May 13th (temp=1)	54	54	46	44	0	39.5%
Gemini 3 Pro (Preview)	100	63	34	0	0	39.5%
GPT-4o Mini (temp=1)	100	52	44	0	0	39.3%
o4 Mini	100	61	26	0	0	37.5%
GPT-4o, Aug. 6th (temp=1)	65	56	55	0	0	35.3%
Rocinante 12B	100	74	0	0	0	34.7%
GPT-5.1	57	52	39	25	0	34.6%
Llama 3.1 Nemotron 70B	100	72	0	0	0	34.5%
Hermes 3 70B	100	69	0	0	0	33.9%
Llama 3.1 8B	100	68	0	0	0	33.6%
Claude Opus 4.6	100	39	28	0	0	33.4%
DeepSeek V3.2	93	34	31	0	0	31.5%
GPT-5.2	56	53	22	15	0	29.2%
Gemini 2.5 Flash Lite	100	46	0	0	0	29.1%
WizardLM 2 8x22b	68	40	35	0	0	28.7%
Grok 4.1 Fast	71	40	28	0	0	27.9%
Claude Opus 4	48	46	42	0	0	27.2%
GPT-5	40	38	31	22	0	26.1%
GPT-4o, May 13th (temp=0)	45	42	42	0	0	25.8%
DeepSeek V3.1	79	48	0	0	0	25.4%
Arcee AI: Trinity Large (Preview)	74	48	0	0	0	24.3%
GPT-5 Nano	67	30	24	0	0	24.1%
Qwen 3.5 397B A17B	46	31	14	13	0	20.6%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
Gemini 2.5 Flash	100	0	0	0	0	20.0%
Cohere Command R+ (Aug. 2024)	100	0	0	0	0	20.0%
Llama 3.1 70B	85	0	0	0	0	17.1%
Gemini 2.5 Pro	79	0	0	0	0	15.9%
Hermes 3 405B	78	0	0	0	0	15.5%
Gemini 3 Flash (Preview)	40	36	0	0	0	15.2%
GPT-5 Mini	28	26	22	0	0	15.2%
Z.AI GLM 4.7	39	36	0	0	0	14.9%
Claude 3 Haiku	65	0	0	0	0	13.1%
Z.AI GLM 4.7 Flash	62	0	0	0	0	12.3%
GPT-4.1 Mini	62	0	0	0	0	12.3%
Grok 4	33	28	0	0	0	12.2%
Grok 4 Fast	34	25	0	0	0	11.8%
GPT-4o Mini (temp=0)	53	0	0	0	0	10.6%
ByteDance Seed 1.6	36	0	0	0	0	7.2%
Mistral Small 3.2 24B	20	0	0	0	0	4.0%
Gemini 3.1 Pro (Preview)	0	0	0	0	0	0.0%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
Qwen 3.5 Plus (2026-02-15)	0	0	0	0	0	0.0%
Claude 3.5 Sonnet	0	0	0	0	0	0.0%
GPT-4o, Aug. 6th (temp=0)	0	0	0	0	0	0.0%
Arcee AI: Trinity Mini	0	0	0	0	0	0.0%

▼

Mystery: examining a crime scene

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Mistral Medium 3.1	100	100	100	100	88	97.5%
Mistral Small Creative	100	100	100	100	72	94.3%
Writer: Palmyra X5	100	100	100	100	0	80.0%
Ministral 8B	100	100	100	94	0	78.8%
Ministral 3B	100	100	100	76	0	75.2%
Ministral 3 8B	100	100	100	65	0	73.1%
DeepSeek V3 (2025-03-24)	100	100	95	68	0	72.7%
Cohere Command R+ (Aug. 2024)	100	100	100	50	0	70.0%
Rocinante 12B	100	100	95	51	0	69.3%
Mistral Large 2	100	100	100	36	0	67.2%
Claude Haiku 4.5	100	93	54	51	35	66.4%
Ministral 3 14B	100	100	60	52	0	62.3%
Claude Opus 4.6	100	84	71	55	0	62.0%
Mistral Large 3	100	100	100	0	0	60.0%
GPT-4.1 Nano	100	100	100	0	0	60.0%
Gemma 3 27B	100	85	53	38	0	55.3%
Qwen 3.5 Plus (2026-02-15)	100	69	41	35	28	54.6%
GPT-5.1	69	68	59	53	21	54.0%
Hermes 3 405B	100	81	67	0	0	49.6%
Mistral Large	100	96	48	0	0	48.8%
GPT-4.1	100	100	36	0	0	47.2%
Arcee AI: Trinity Large (Preview)	88	83	61	0	0	46.3%
ByteDance Seed 1.6 Flash	100	84	47	0	0	46.2%
GPT-4.1 Mini	100	78	51	0	0	45.8%
o4 Mini High	88	83	32	23	0	45.5%
Claude Opus 4.5	100	67	60	0	0	45.4%
DeepSeek V3 (2024-12-26)	100	79	44	0	0	44.6%
GPT-4o Mini (temp=1)	100	71	49	0	0	44.0%
Gemma 3 4B	99	78	35	0	0	42.3%
Z.AI GLM 4.7 Flash	100	71	41	0	0	42.3%
MoonshotAI: Kimi K2.5	100	66	45	0	0	42.2%
Hermes 3 70B	100	100	0	0	0	40.0%
Grok 4	92	40	34	33	0	39.6%
Qwen 3.5 397B A17B	92	71	31	0	0	38.6%
o4 Mini	88	52	51	0	0	38.1%
Gemini 3 Flash (Preview)	64	56	37	32	0	37.9%
DeepSeek V3.1	94	83	0	0	0	35.4%
Gemini 2.5 Flash Lite	100	75	0	0	0	35.0%
Gemma 3 12B	82	48	40	0	0	34.0%
Claude Sonnet 4.5	85	51	32	0	0	33.6%
Mistral NeMO	63	58	44	0	0	33.2%
GPT-4o, Aug. 6th (temp=1)	100	64	0	0	0	32.8%
Z.AI GLM 5	100	34	29	0	0	32.6%
Claude Opus 4	66	48	45	0	0	31.9%
WizardLM 2 8x22b	64	37	28	27	0	31.1%
GPT-4o, Aug. 6th (temp=0)	100	49	0	0	0	29.8%
GPT-5	52	39	36	23	0	29.7%
GPT-5 Nano	56	49	38	0	0	28.7%
Ministral 3 3B	71	65	0	0	0	27.3%
DeepSeek V3.2	64	38	32	0	0	26.8%
Claude 3 Haiku	68	61	0	0	0	25.7%
Gemini 2.5 Pro	79	49	0	0	0	25.7%
Gemini 2.5 Flash	92	35	0	0	0	25.4%
Gemini 3 Pro (Preview)	32	31	30	25	0	23.6%
Z.AI GLM 4.6	39	39	38	0	0	23.3%
Qwen 2.5 72B	71	41	0	0	0	22.4%
Claude Sonnet 4.6	62	49	0	0	0	22.1%
GPT-4o, May 13th (temp=1)	56	48	0	0	0	20.8%
GPT-5.2	34	27	22	19	0	20.3%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
Llama 3.1 70B	100	0	0	0	0	20.0%
DeepSeek-V2 Chat	53	46	0	0	0	19.7%
Claude 3.7 Sonnet	51	46	0	0	0	19.4%
Llama 3.1 Nemotron 70B	90	0	0	0	0	18.0%
Arcee AI: Trinity Mini	90	0	0	0	0	18.0%
Grok 4 Fast	54	31	0	0	0	17.0%
GPT-5 Mini	39	25	19	0	0	16.6%
Claude 3.5 Sonnet	79	0	0	0	0	15.9%
ByteDance Seed 1.6	78	0	0	0	0	15.5%
Mistral Small 3.2 24B	68	1	0	0	0	13.9%
Minimax M2.5	58	0	0	0	0	11.7%
Claude Sonnet 4	58	0	0	0	0	11.7%
Llama 3.1 8B	58	0	0	0	0	11.7%
Z.AI GLM 4.5	50	0	0	0	0	10.0%
GPT-4o Mini (temp=0)	48	0	0	0	0	9.7%
Grok 4.1 Fast	26	20	0	0	0	9.2%
Gemini 3.1 Pro (Preview)	0	0	0	0	0	0.0%
Z.AI GLM 4.7	0	0	0	0	0	0.0%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
GPT-4o, May 13th (temp=0)	0	0	0	0	0	0.0%

▼

Romance: separated couple reunites

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Mistral Medium 3.1	100	100	100	89	78	93.3%
Minimax M2.5	100	100	100	97	67	92.7%
Writer: Palmyra X5	100	100	100	100	57	91.5%
Mistral Small Creative	100	100	100	73	71	88.8%
Ministral 3 14B	100	100	100	100	37	87.3%
Claude Opus 4	100	100	100	84	38	84.5%
Claude Opus 4.6	100	100	100	92	29	84.1%
Ministral 8B	100	100	100	100	0	80.0%
Ministral 3 8B	100	100	82	56	51	77.8%
Gemma 3 27B	100	100	100	85	0	77.0%
Mistral Large	100	100	100	81	0	76.3%
Claude Opus 4.5	100	100	98	42	38	75.7%
Hermes 3 405B	100	84	72	61	58	75.1%
ByteDance Seed 1.6 Flash	100	100	100	40	34	74.7%
GPT-4o, Aug. 6th (temp=1)	100	100	100	55	0	70.9%
o4 Mini High	100	90	85	56	23	70.9%
Claude 3 Haiku	100	81	60	56	53	69.9%
MoonshotAI: Kimi K2.5	100	96	73	42	37	69.7%
Mistral Large 2	100	71	67	55	42	66.8%
DeepSeek V3 (2025-03-24)	100	95	89	50	0	66.8%
Ministral 3 3B	100	100	79	53	0	66.5%
GPT-5.1	100	100	85	39	0	64.8%
Claude Haiku 4.5	89	62	61	53	50	62.8%
Claude 3.7 Sonnet	93	90	43	42	37	61.0%
Llama 3.1 8B	100	100	100	0	0	60.0%
Mistral Large 3	100	77	75	37	0	57.7%
Gemma 3 12B	100	100	44	38	0	56.5%
GPT-4.1 Nano	100	74	55	53	0	56.3%
Claude 3.5 Sonnet	100	93	78	0	0	54.0%
GPT-5 Nano	100	64	61	26	17	53.7%
GPT-4o, May 13th (temp=1)	91	63	56	55	0	52.9%
Z.AI GLM 4.6	87	84	54	39	0	52.6%
Grok 4	78	67	58	32	28	52.5%
GPT-4.1	91	90	74	0	0	51.1%
GPT-5.2	100	45	44	37	14	48.1%
WizardLM 2 8x22b	100	62	44	34	0	47.9%
DeepSeek V3.1	100	95	43	0	0	47.6%
Qwen 3.5 397B A17B	100	64	51	19	0	46.7%
Z.AI GLM 4.7 Flash	75	51	48	41	0	42.8%
DeepSeek V3 (2024-12-26)	100	65	44	0	0	41.8%
GPT-4o Mini (temp=1)	100	57	48	0	0	41.0%
Ministral 3B	100	57	44	0	0	40.1%
Claude Sonnet 4.6	100	100	0	0	0	40.0%
DeepSeek-V2 Chat	100	100	0	0	0	40.0%
Hermes 3 70B	100	100	0	0	0	40.0%
Arcee AI: Trinity Mini	100	100	0	0	0	40.0%
Gemini 2.5 Pro	100	97	0	0	0	39.4%
Claude Sonnet 4	76	64	56	0	0	39.3%
Claude Sonnet 4.5	100	51	45	0	0	39.1%
Gemini 3 Pro (Preview)	77	56	53	0	0	37.2%
Grok 4 Fast	98	42	41	0	0	36.2%
Z.AI GLM 5	100	42	31	0	0	34.6%
Gemini 2.5 Flash Lite	82	59	31	0	0	34.5%
GPT-5	69	43	37	23	0	34.5%
Z.AI GLM 4.5	79	48	41	0	0	33.8%
Gemma 3 4B	100	55	0	0	0	30.9%
Arcee AI: Trinity Large (Preview)	100	43	0	0	0	28.7%
DeepSeek V3.2	65	44	31	0	0	28.2%
GPT-4.1 Mini	68	67	0	0	0	26.9%
Z.AI GLM 4.7	100	31	0	0	0	26.2%
Grok 4.1 Fast	50	32	26	22	0	26.0%
GPT-5 Mini	28	27	26	25	21	25.3%
o4 Mini	91	31	0	0	0	24.4%
Rocinante 12B	63	38	0	0	0	20.1%
Claude 3.5 Haiku	100	0	0	0	0	20.0%
Llama 3.1 70B	100	0	0	0	0	20.0%
Cohere Command R+ (Aug. 2024)	100	0	0	0	0	20.0%
Gemini 3 Flash (Preview)	36	35	29	0	0	20.0%
Qwen 3.5 Plus (2026-02-15)	56	39	0	0	0	18.9%
Gemini 2.5 Flash	47	35	0	0	0	16.4%
Mistral Small 3.2 24B	78	0	0	0	0	15.5%
Llama 3.1 Nemotron 70B	71	0	0	0	0	14.2%
Qwen 2.5 72B	58	0	0	0	0	11.7%
GPT-4o, May 13th (temp=0)	56	0	0	0	0	11.1%
Mistral NeMO	42	0	0	0	0	8.4%
Gemini 3.1 Pro (Preview)	0	0	0	0	0	0.0%
ByteDance Seed 1.6	0	0	0	0	0	0.0%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
GPT-4o, Aug. 6th (temp=0)	0	0	0	0	0	0.0%
GPT-4o Mini (temp=0)	0	0	0	0	0	0.0%

▼

Thriller: chase through city streets

Model	# 1	# 2	# 3	# 4	# 5	Avg ▼
Writer: Palmyra X5	100	100	100	100	89	97.9%
Ministral 3 14B	100	100	100	100	85	97.0%
Ministral 8B	100	100	100	100	71	94.2%
GPT-4.1 Nano	100	100	100	100	51	90.3%
Claude Sonnet 4.5	100	93	85	84	78	88.2%
Mistral Large	100	100	90	84	54	85.6%
Gemma 3 4B	100	87	79	72	68	81.3%
Hermes 3 70B	100	100	80	68	56	80.8%
Rocinante 12B	100	100	100	100	0	80.0%
ByteDance Seed 1.6 Flash	100	100	95	65	38	79.6%
Claude 3 Haiku	100	100	65	56	48	73.8%
Z.AI GLM 5	100	100	82	81	0	72.7%
Mistral Large 2	100	100	82	79	0	72.3%
Claude Haiku 4.5	100	100	83	33	32	69.8%
Mistral Medium 3.1	100	95	74	43	35	69.3%
GPT-4o Mini (temp=1)	100	100	98	48	0	69.3%
Mistral Small Creative	100	100	73	35	35	68.8%
Mistral Large 3	100	100	100	43	0	68.7%
DeepSeek-V2 Chat	100	98	93	47	0	67.5%
Ministral 3 8B	100	100	87	39	0	65.2%
Arcee AI: Trinity Large (Preview)	100	88	80	56	0	64.9%
Claude Sonnet 4	100	100	67	53	0	63.9%
Gemma 3 12B	100	91	58	35	27	62.5%
GPT-5.1	100	65	56	55	31	61.3%
Claude Opus 4.6	100	84	55	39	24	60.4%
Ministral 3 3B	100	100	100	0	0	59.9%
GPT-4.1	100	93	71	34	0	59.7%
GPT-4.1 Mini	100	100	98	0	0	59.6%
Gemini 3 Pro (Preview)	88	75	61	40	20	56.8%
Mistral NeMO	100	100	73	0	0	54.7%
Minimax M2.5	100	77	65	29	0	54.3%
Z.AI GLM 4.6	100	100	38	30	0	53.7%
Gemma 3 27B	100	100	36	32	0	53.6%
Z.AI GLM 4.7 Flash	100	58	44	34	28	53.0%
Gemini 2.5 Flash Lite	100	65	46	46	0	51.5%
Llama 3.1 8B	100	88	68	0	0	51.1%
Claude Sonnet 4.6	100	100	56	0	0	51.1%
Claude Opus 4.5	73	63	53	31	29	49.8%
DeepSeek V3 (2025-03-24)	100	100	46	0	0	49.3%
Arcee AI: Trinity Mini	83	60	54	45	0	48.3%
GPT-4o, May 13th (temp=0)	100	70	42	29	0	48.2%
Ministral 3B	100	68	55	0	0	44.5%
DeepSeek V3.1	100	75	45	0	0	44.0%
Cohere Command R+ (Aug. 2024)	91	73	53	0	0	43.5%
Qwen 3.5 Plus (2026-02-15)	89	76	23	22	0	42.0%
Qwen 3.5 397B A17B	71	67	48	20	0	41.1%
Claude 3.5 Haiku	100	100	0	0	0	40.0%
Gemini 3 Flash (Preview)	72	39	38	29	21	39.9%
o4 Mini	73	52	31	20	19	39.0%
DeepSeek V3.2	98	34	30	27	0	37.8%
Gemini 2.5 Pro	76	63	38	0	0	35.4%
GPT-4o Mini (temp=0)	91	76	0	0	0	33.4%
MoonshotAI: Kimi K2.5	100	66	0	0	0	33.2%
Claude 3.7 Sonnet	84	44	33	0	0	32.3%
DeepSeek V3 (2024-12-26)	100	34	26	0	0	32.0%
GPT-5 Mini	73	38	24	23	0	31.6%
Z.AI GLM 4.7	75	29	26	24	0	31.0%
Z.AI GLM 4.5	50	48	46	0	0	28.9%
Llama 3.1 70B	72	71	0	0	0	28.7%
Claude 3.5 Sonnet	72	68	0	0	0	28.1%
GPT-5	48	37	36	18	0	27.8%
WizardLM 2 8x22b	41	39	31	27	0	27.6%
ByteDance Seed 1.6	100	30	0	0	0	26.0%
Gemini 2.5 Flash	81	45	0	0	0	25.3%
GPT-4o, Aug. 6th (temp=0)	43	41	40	0	0	24.6%
GPT-5 Nano	57	26	17	16	0	23.1%
o4 Mini High	73	23	17	0	0	22.6%
GPT-5.2	37	36	19	18	0	22.1%
GPT-4o, Aug. 6th (temp=1)	52	51	0	0	0	20.5%
Grok 4	36	25	21	20	0	20.4%
GPT-4o, May 13th (temp=1)	98	0	0	0	0	19.6%
Grok 4 Fast	37	33	23	0	0	18.6%
Claude Opus 4	53	39	0	0	0	18.3%
Mistral Small 3.2 24B	44	36	6	0	0	17.2%
Llama 3.1 Nemotron 70B	78	0	0	0	0	15.5%
Grok 4.1 Fast	19	18	0	0	0	7.4%
Qwen 2.5 72B	30	0	0	0	0	6.0%
Gemini 3.1 Pro (Preview)	0	0	0	0	0	0.0%
Stealth: Aurora Alpha	0	0	0	0	0	0.0%
Hermes 3 405B	0	0	0	0	0	0.0%

Adverb-first sentence starts

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

Detailed Writing Rules

Fantasy: entering an ancient ruin

Horror: alone in an eerie place at night

Literary fiction: old friends reunite

Mystery: examining a crime scene

Romance: separated couple reunites

Thriller: chase through city streets

genre

Fantasy: entering an ancient ruin

Horror: alone in an eerie place at night

Literary fiction: old friends reunite

Mystery: examining a crime scene

Romance: separated couple reunites

Thriller: chase through city streets

Novelcrafter Default Prompt

Fantasy: entering an ancient ruin

Horror: alone in an eerie place at night

Literary fiction: old friends reunite

Mystery: examining a crime scene

Romance: separated couple reunites

Thriller: chase through city streets