Forbidden words eliminated

Test: Text Replacement

Avg. Score

93.8%

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	Gemini 2.5 Flash Lite	100.0%	$0.0003	1.5s	100%
2	Mistral Small 3.2 24B	100.0%	$0.0002	5.5s	100%
3	Gemma 3 4B	100.0%	$0.0001	5.9s	100%
4	Gemini 2.5 Flash	100.0%	$0.0014	2.1s	100%
5	Grok 4 Fast	100.0%	$0.0007	5.7s	100%
6	Mistral Medium 3.1	100.0%	$0.0012	4.9s	100%
7	Gemini 3 Flash (Preview)	100.0%	$0.0018	3.5s	100%
8	GPT-4.1 Mini	100.0%	$0.0010	6.3s	100%
9	GPT-4o Mini (temp=1)	100.0%	$0.0004	9.0s	100%
10	Mistral Large 3	100.0%	$0.0010	7.2s	100%
11	GPT-4o Mini (temp=0)	100.0%	$0.0004	9.3s	100%
12	Qwen 3.5 Plus (2026-02-15)	100.0%	$0.0015	7.1s	100%
13	Claude Haiku 4.5	100.0%	$0.0033	2.7s	100%
14	Gemini 2.5 Flash Lite (Reasoning)	100.0%	$0.0012	10.6s	100%
15	Gemma 3 27B	100.0%	$0.0002	15.6s	100%
16	DeepSeek V3 (2024-12-26)	100.0%	$0.0007	15.6s	100%
17	Grok 4.1 Fast	100.0%	$0.0011	14.8s	100%
18	DeepSeek-V2 Chat	100.0%	$0.0007	16.0s	100%
19	Llama 3.1 Nemotron 70B	100.0%	$0.0014	15.1s	100%
20	Mistral Large	100.0%	$0.0042	7.0s	100%
21	Mistral Large 2	100.0%	$0.0042	7.1s	100%
22	GPT-4.1	100.0%	$0.0052	4.2s	100%
23	GPT-4o, Aug. 6th (temp=0)	100.0%	$0.0064	2.5s	100%
24	GPT-4o, Aug. 6th (temp=1)	100.0%	$0.0064	2.6s	100%
25	Gemini 2.5 Flash (Reasoning)	100.0%	$0.0049	7.8s	100%
26	Hermes 3 405B	100.0%	$0.0011	23.2s	100%
27	Z.AI GLM 4.5	100.0%	$0.0027	21.2s	100%
28	GPT-5.2	100.0%	$0.0079	5.5s	100%
29	Llama 3.1 70B	100.0%	$0.0005	30.4s	100%
30	Mistral Small Creative	97.6%	$0.0002	3.0s	83%
31	GPT-4o, May 13th (temp=0)	100.0%	$0.010	2.6s	100%
32	GPT-4o, May 13th (temp=1)	100.0%	$0.010	3.2s	100%
33	Claude Sonnet 4.6	100.0%	$0.010	4.4s	100%
34	Claude Sonnet 4.5	100.0%	$0.010	4.6s	100%
35	Claude Sonnet 4	100.0%	$0.010	5.5s	100%
36	Claude 3.7 Sonnet	100.0%	$0.010	5.9s	100%
37	DeepSeek V3.1	100.0%	$0.0007	35.8s	100%
38	WizardLM 2 8x22b	100.0%	$0.0007	36.8s	100%
39	Gemma 3 12B	97.6%	$0.0001	8.1s	83%
40	GPT-5 Mini	100.0%	$0.0047	27.4s	100%
41	Qwen 2.5 72B	97.6%	$0.0003	10.1s	83%
42	DeepSeek V3 (2025-03-24)	100.0%	$0.0005	40.7s	100%
43	ByteDance Seed 1.6 Flash	97.6%	$0.0007	11.7s	83%
44	DeepSeek V3.2	100.0%	$0.0004	44.9s	100%
45	Hermes 3 70B	100.0%	$0.0007	45.2s	100%
46	Z.AI GLM 4.6	100.0%	$0.0039	35.8s	100%
47	ByteDance Seed 1.6	100.0%	$0.0036	40.0s	100%
48	GPT-5 Nano	100.0%	$0.0019	46.4s	100%
49	Claude Opus 4.5	100.0%	$0.017	5.4s	100%
50	Claude Opus 4.6	100.0%	$0.017	5.4s	100%
51	Mistral NeMO	92.9%	$0.0002	3.0s	73%
52	o4 Mini	100.0%	$0.013	20.7s	100%
53	GPT-5.1	97.6%	$0.0087	8.2s	83%
54	Gemini 3 Flash (Preview, Reasoning)	100.0%	$0.014	23.7s	100%
55	Claude Sonnet 4.6 (Reasoning)	100.0%	$0.019	12.0s	100%
56	Aion 2.0	100.0%	$0.0043	58.1s	100%
57	Claude 3.5 Sonnet	100.0%	$0.020	9.7s	100%
58	Writer: Palmyra X5	92.9%	$0.0034	8.3s	73%
59	Minimax M2.5	97.6%	$0.0016	39.6s	83%
60	Claude Opus 4.6 (Reasoning)	100.0%	$0.023	9.1s	100%
61	Cohere Command R+ (Aug. 2024)	97.6%	$0.0066	33.5s	83%
62	Grok 4	100.0%	$0.020	26.3s	100%
63	GPT-5	100.0%	$0.020	27.9s	100%
64	Z.AI GLM 4.7 Flash	100.0%	$0.0014	1.5m	100%
65	Z.AI GLM 5	100.0%	$0.0085	1.2m	100%
66	o4 Mini High	100.0%	$0.022	34.0s	100%
67	Ministral 3 14B	81.0%	$0.0002	3.9s	49%
68	Gemini 3.1 Pro (Preview)	100.0%	$0.030	28.5s	100%
69	Gemini 3 Pro (Preview)	100.0%	$0.033	22.3s	100%
70	Z.AI GLM 4.7	100.0%	$0.0064	1.9m	100%
71	Gemini 2.5 Pro	100.0%	$0.036	27.8s	100%
72	MoonshotAI: Kimi K2.5	100.0%	$0.010	1.8m	100%
73	Claude 3 Haiku	81.0%	$0.0008	4.2s	30%
74	Claude Opus 4	100.0%	$0.050	7.9s	100%
75	Ministral 8B	76.2%	$0.0001	3.2s	23%
76	Ministral 3 8B	71.4%	$0.0002	3.0s	24%
77	Qwen 3.5 397B A17B	100.0%	$0.0093	2.6m	100%
78	Rocinante 12B	64.3%	$0.0003	7.7s	21%
79	Arcee AI: Trinity Mini	69.0%	$0.0010	34.9s	18%
80	Llama 3.1 8B	42.9%	$0.0001	6.2s	18%
81	GPT-4.1 Nano	45.2%	$0.0003	3.8s	11%
82	Arcee AI: Trinity Large (Preview)	40.5%	$0.0000	22.8s	12%
83	Ministral 3B	16.7%	$0.0000	1.8s	11%
84	Ministral 3 3B	19.0%	$0.0001	1.9s	0%
93.76%

Individual Scenarios

Generic Prompt

▼

Avoid said/asked/replied/answered

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	Avg ▼
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100	100	100.0%
Claude Opus 4.6	100	100	100	100	100	100	100	100.0%
GPT-5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview, Reasoning)	100	100	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100	100	100.0%
Claude Opus 4.5	100	100	100	100	100	100	100	100.0%
Grok 4.1 Fast	100	100	100	100	100	100	100	100.0%
Aion 2.0	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.6	100	100	100	100	100	100	100	100.0%
Gemini 3 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7	100	100	100	100	100	100	100	100.0%
GPT-4.1	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Pro	100	100	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100	100	100.0%
Grok 4	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.5	100	100	100	100	100	100	100	100.0%
Claude Opus 4	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.5	100	100	100	100	100	100	100	100.0%
Grok 4 Fast	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-02-15)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite (Reasoning)	100	100	100	100	100	100	100	100.0%
Mistral Large 3	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=0)	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview)	100	100	100	100	100	100	100	100.0%
Claude Haiku 4.5	100	100	100	100	100	100	100	100.0%
DeepSeek-V2 Chat	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100	100	100.0%
Claude 3.5 Sonnet	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=1)	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2024-12-26)	100	100	100	100	100	100	100	100.0%
Claude 3.7 Sonnet	100	100	100	100	100	100	100	100.0%
GPT-4.1 Mini	100	100	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=0)	100	100	100	100	100	100	100	100.0%
Mistral Large 2	100	100	100	100	100	100	100	100.0%
DeepSeek V3.1	100	100	100	100	100	100	100	100.0%
DeepSeek V3.2	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash	100	100	100	100	100	100	100	100.0%
Mistral Large	100	100	100	100	100	100	100	100.0%
Writer: Palmyra X5	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	100	100	100	100.0%
Mistral Small 3.2 24B	100	100	100	100	100	100	100	100.0%
Gemma 3 12B	100	100	100	100	100	100	100	100.0%
Llama 3.1 70B	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=0)	100	100	100	100	100	100	100	100.0%
Gemma 3 27B	100	100	100	100	100	100	100	100.0%
Mistral Medium 3.1	100	100	100	100	100	100	100	100.0%
Llama 3.1 Nemotron 70B	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6 Flash	100	100	100	100	100	100	100	100.0%
Hermes 3 70B	100	100	100	100	100	100	100	100.0%
WizardLM 2 8x22b	100	100	100	100	100	100	100	100.0%
Gemma 3 4B	100	100	100	100	100	100	100	100.0%
Mistral NeMO	100	100	100	100	100	100	100	100.0%
GPT-5.1	100	100	100	100	100	100	67	95.2%
Minimax M2.5	100	100	100	100	100	100	67	95.2%
Qwen 2.5 72B	100	100	100	100	100	100	67	95.2%
Mistral Small Creative	100	100	100	100	100	100	67	95.2%
Cohere Command R+ (Aug. 2024)	100	100	100	100	100	100	67	95.2%
Arcee AI: Trinity Mini	100	100	100	100	100	67	67	90.5%
GPT-4.1 Nano	100	100	100	67	67	67	0	71.4%
Claude 3 Haiku	100	100	100	100	67	0	0	66.7%
Rocinante 12B	100	100	67	67	67	33	33	66.7%
Ministral 3 14B	67	67	67	67	67	67	33	61.9%
Llama 3.1 8B	100	67	67	67	67	33	33	61.9%
Ministral 8B	100	100	100	33	33	0	0	52.4%
Ministral 3 8B	67	67	67	67	33	0	0	42.9%
Arcee AI: Trinity Large (Preview)	100	0	0	0	0	0	0	14.3%
Ministral 3B	33	33	0	0	0	0	0	9.5%
Ministral 3 3B	33	0	0	0	0	0	0	4.8%

Specific Prompt

▼

Avoid said/asked/replied/answered

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	Avg ▼
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100	100	100.0%
GPT-5.1	100	100	100	100	100	100	100	100.0%
Claude Opus 4.6	100	100	100	100	100	100	100	100.0%
GPT-5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview, Reasoning)	100	100	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100	100	100.0%
Claude Opus 4.5	100	100	100	100	100	100	100	100.0%
Grok 4.1 Fast	100	100	100	100	100	100	100	100.0%
Aion 2.0	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.6	100	100	100	100	100	100	100	100.0%
Gemini 3 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4	100	100	100	100	100	100	100	100.0%
Minimax M2.5	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7	100	100	100	100	100	100	100	100.0%
GPT-4.1	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Pro	100	100	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100	100	100.0%
Grok 4	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.5	100	100	100	100	100	100	100	100.0%
Claude Opus 4	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.5	100	100	100	100	100	100	100	100.0%
Grok 4 Fast	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-02-15)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite (Reasoning)	100	100	100	100	100	100	100	100.0%
Mistral Large 3	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=0)	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview)	100	100	100	100	100	100	100	100.0%
Claude Haiku 4.5	100	100	100	100	100	100	100	100.0%
DeepSeek-V2 Chat	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100	100	100.0%
Claude 3.5 Sonnet	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=1)	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2024-12-26)	100	100	100	100	100	100	100	100.0%
Claude 3.7 Sonnet	100	100	100	100	100	100	100	100.0%
GPT-4.1 Mini	100	100	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=0)	100	100	100	100	100	100	100	100.0%
Mistral Large 2	100	100	100	100	100	100	100	100.0%
DeepSeek V3.1	100	100	100	100	100	100	100	100.0%
DeepSeek V3.2	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash	100	100	100	100	100	100	100	100.0%
Mistral Large	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	100	100	100	100.0%
Mistral Small 3.2 24B	100	100	100	100	100	100	100	100.0%
Llama 3.1 70B	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=0)	100	100	100	100	100	100	100	100.0%
Gemma 3 27B	100	100	100	100	100	100	100	100.0%
Mistral Medium 3.1	100	100	100	100	100	100	100	100.0%
Qwen 2.5 72B	100	100	100	100	100	100	100	100.0%
Llama 3.1 Nemotron 70B	100	100	100	100	100	100	100	100.0%
Mistral Small Creative	100	100	100	100	100	100	100	100.0%
Hermes 3 70B	100	100	100	100	100	100	100	100.0%
Ministral 3 14B	100	100	100	100	100	100	100	100.0%
Ministral 3 8B	100	100	100	100	100	100	100	100.0%
WizardLM 2 8x22b	100	100	100	100	100	100	100	100.0%
Cohere Command R+ (Aug. 2024)	100	100	100	100	100	100	100	100.0%
Gemma 3 4B	100	100	100	100	100	100	100	100.0%
Ministral 8B	100	100	100	100	100	100	100	100.0%
Gemma 3 12B	100	100	100	100	100	100	67	95.2%
ByteDance Seed 1.6 Flash	100	100	100	100	100	100	67	95.2%
Claude 3 Haiku	100	100	100	100	100	100	67	95.2%
Writer: Palmyra X5	100	100	100	100	67	67	67	85.7%
Mistral NeMO	100	100	100	100	67	67	67	85.7%
Arcee AI: Trinity Large (Preview)	100	67	67	67	67	67	33	66.7%
Rocinante 12B	100	100	100	67	67	0	0	61.9%
Arcee AI: Trinity Mini	100	100	100	33	0	0	0	47.6%
Ministral 3 3B	67	67	33	33	33	0	0	33.3%
Ministral 3B	33	33	33	33	33	0	0	23.8%
Llama 3.1 8B	67	67	33	0	0	0	0	23.8%
GPT-4.1 Nano	67	33	33	0	0	0	0	19.0%

Forbidden words eliminated

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

Generic Prompt

Avoid said/asked/replied/answered

Specific Prompt

Avoid said/asked/replied/answered