Contextual pronoun

Data extraction

Extract key details from a given block of text.

Performance Score Distribution (Top 20)

Click a model name to view its detail page.

	Score
Claude Opus 4.6 (Reasoning)	100%
Gemini 3.1 Pro (Preview)	100%
Z.AI GLM 5 Turbo	100%
Claude Sonnet 4.6 (Reasoning)	100%
GPT-5.4 (Reasoning)	100%
GPT-5 Mini	100%
GPT-5.1	100%
Claude Opus 4.6	100%
GPT-5	100%
Qwen 3.5 397B A17B	100%
Qwen 3.5 122B	100%
GPT-5.4 (Reasoning, Low)	100%
Z.AI GLM 5	100%
Claude Sonnet 4.6	100%
MoonshotAI: Kimi K2.5	100%
Qwen 3.5 27B	100%
ByteDance Seed 1.6	100%
GPT-5.4 Mini (Reasoning)	100%
Gemini 3 Flash (Preview, Reasoning)	100%
o4 Mini High	100%

	Score	Cost	Time
Gemma 3 4B	100%	$0.0000	238ms
Ministral 3B	80%	$0.0000	262ms
LFM2 24B	100%	$0.0000	537ms
Ministral 3 3B	100%	$0.0000	277ms
Ministral 8B	90%	$0.0000	276ms
Mistral NeMO	100%	$0.0000	3.9s
Mistral Small Creative	100%	$0.0000	276ms
Gemini 2.5 Flash Lite	100%	$0.0000	328ms
Inception Mercury	100%	$0.0000	327ms
Ministral 3 8B	100%	$0.0000	393ms
Arcee AI: Trinity Large (Preview)	100%	$0.0000	558ms
Gemma 3 12B	100%	$0.0000	509ms
Ministral 3 14B	100%	$0.0000	414ms
Mistral Small 3.2 24B	100%	$0.0000	634ms
Llama 3.1 8B	95%	$0.0000	398ms
Mistral Small 4	100%	$0.0000	413ms
Stealth: Aurora Alpha	100%	—	2.4s
Gemma 3 27B	100%	$0.0000	1.5s
Gemini 2.5 Flash	100%	$0.0000	430ms
Qwen3 235B A22B Instruct 2507	100%	$0.0000	1.1s

	Score	Cost	Speed	Stability
Gemma 3 4B	100%	$0.0000	238ms	100%
Ministral 3 3B	100%	$0.0000	277ms	100%
Mistral Small Creative	100%	$0.0000	276ms	100%
Gemini 2.5 Flash Lite	100%	$0.0000	328ms	100%
Inception Mercury	100%	$0.0000	327ms	100%
Ministral 3 8B	100%	$0.0000	393ms	100%
Ministral 3 14B	100%	$0.0000	414ms	100%
Mistral Small 4	100%	$0.0000	413ms	100%
Gemma 3 12B	100%	$0.0000	509ms	100%
LFM2 24B	100%	$0.0000	537ms	100%
Arcee AI: Trinity Large (Preview)	100%	$0.0000	558ms	100%
Gemini 2.5 Flash	100%	$0.0000	430ms	100%
Mistral Small 3.2 24B	100%	$0.0000	634ms	100%
Mistral Large 3	100%	$0.0000	499ms	100%
Mistral Medium 3.1	100%	$0.0000	551ms	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0000	682ms	100%
Hermes 3 70B	100%	$0.0000	590ms	100%
Llama 3.1 70B	100%	$0.0001	413ms	100%
GPT-5.4 Nano	100%	$0.0000	774ms	100%
Qwen 2.5 72B	100%	$0.0000	680ms	100%

Median	Evaluator	Top 3	Flop 3
100.0%	Matches Regex	100Claude 3.5 Sonnet 100Claude Opus 4 100Gemini 2.5 Flash (Reasoning)	80Ministral 3B 90Ministral 8B 90Claude 3.5 Haiku
100.0%	Matches text	100Claude Sonnet 4.6 100Gemini 3.1 Pro (Preview) 100Claude Sonnet 4.6 (Reasoning)	0Grok 4.20 (Beta, Reasoning) 20Arcee AI: Trinity Mini 20Cohere Command R+ (Aug. 2024)

Data extraction

Contextual pronoun

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
69	Claude Opus 4.6 (Reasoning)	$0.0005	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	Gemini 3.1 Pro (Preview)	$0.0033	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Z.AI GLM 5 Turbo	$0.0007	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Claude Sonnet 4.6 (Reasoning)	$0.0007	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	GPT-5.4 (Reasoning)	$0.0011	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	GPT-5 Mini	$0.0003	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	GPT-5.1	$0.0005	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	Claude Opus 4.6	$0.0004	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	GPT-5	$0.0019	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Qwen 3.5 397B A17B	$0.0015	10.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Qwen 3.5 122B	$0.0012	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	GPT-5.4 (Reasoning, Low)	$0.0007	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	Z.AI GLM 5	$0.0011	17.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Claude Sonnet 4.6	$0.0002	954ms	100%	100	100	100	100	100	100	100	100	100	100	100%
85	MoonshotAI: Kimi K2.5	$0.0007	5.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Qwen 3.5 27B	$0.0010	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	ByteDance Seed 1.6	$0.0003	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	GPT-5.4 Mini (Reasoning)	$0.0002	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	Gemini 3 Flash (Preview, Reasoning)	$0.0007	14.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	o4 Mini High	$0.0005	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	GPT-5.2	$0.0007	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	Claude Opus 4.5	$0.0004	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Grok 4.1 Fast	$0.0001	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	Aion 2.0	$0.0005	7.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	Z.AI GLM 4.6	$0.0011	16.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	MiniMax M2.7	$0.0002	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	Gemini 3 Pro (Preview)	$0.0037	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Claude Sonnet 4	$0.0002	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	MiniMax M2.5	$0.0003	10.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	Z.AI GLM 4.7	$0.0007	21.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	GPT-4.1	$0.0001	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	Gemini 2.5 Pro	$0.0043	5.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	o4 Mini	$0.0005	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	Grok 4	$0.0041	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	Claude Sonnet 4.5	$0.0002	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Qwen 3.5 35B	$0.0008	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	Claude Opus 4	$0.0012	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
110	Stealth: Hunter Alpha	$0.0000	40.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	ByteDance Seed 2.0 Mini	$0.0002	12.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Gemini 2.5 Flash (Reasoning)	$0.0008	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	Qwen 3.5 Flash	$0.0002	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Z.AI GLM 4.5	$0.0002	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Grok 4 Fast	$0.0001	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Qwen 3.5 9B	$0.0001	6.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	Stealth: Healer Alpha	$0.0000	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Gemini 3.1 Flash Lite (Preview)	$0.0000	682ms	100%	100	100	100	100	100	100	100	100	100	100	100%
40	GPT-5.4 Mini (Reasoning, Low)	$0.0002	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Gemini 2.5 Flash Lite (Reasoning)	$0.0001	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Mistral Large 3	$0.0000	499ms	100%	100	100	100	100	100	100	100	100	100	100	100%
76	GPT-4o, May 13th (temp=0)	$0.0003	5.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Gemini 3 Flash (Preview)	$0.0000	728ms	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Claude Haiku 4.5	$0.0001	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	DeepSeek-V2 Chat	$0.0000	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Z.AI GLM 4.7 Flash	$0.0001	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	ByteDance Seed 2.0 Lite	$0.0002	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Nemotron 3 Super	$0.0000	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	GPT-5.4	$0.0002	735ms	100%	100	100	100	100	100	100	100	100	100	100	100%
74	Claude 3.5 Sonnet	$0.0002	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Grok 4.20 (Beta)	$0.0001	455ms	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Inception Mercury 2	$0.0001	335ms	100%	100	100	100	100	100	100	100	100	100	100	100%
78	GPT-4o, May 13th (temp=1)	$0.0003	5.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	Stealth: Aurora Alpha	—	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Claude 3.7 Sonnet	$0.0003	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	GPT-4.1 Mini	$0.0000	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	Hermes 3 405B	$0.0000	6.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	GPT-4o, Aug. 6th (temp=1)	$0.0001	849ms	100%	100	100	100	100	100	100	100	100	100	100	100%
56	GPT-5 Nano	$0.0001	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	GPT-4o, Aug. 6th (temp=0)	$0.0001	853ms	100%	100	100	100	100	100	100	100	100	100	100	100%
25	GPT-5.4 Mini	$0.0001	590ms	100%	100	100	100	100	100	100	100	100	100	100	100%
29	Mistral Large 2	$0.0001	296ms	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Mistral Small 4 (Reasoning)	$0.0001	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	DeepSeek V3.1	$0.0000	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	DeepSeek V3.2	$0.0000	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	GPT-5.4 Nano (Reasoning)	$0.0000	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Gemini 2.5 Flash Lite	$0.0000	328ms	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Gemini 2.5 Flash	$0.0000	430ms	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Qwen3 235B A22B Instruct 2507	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	Writer: Palmyra X5	$0.0002	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Inception Mercury	$0.0000	327ms	100%	100	100	100	100	100	100	100	100	100	100	100%
28	GPT-5.4 Nano (Reasoning, Low)	$0.0000	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	GPT-4o Mini (temp=1)	$0.0000	12.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Mistral Small 3.2 24B	$0.0000	634ms	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Gemma 3 12B	$0.0000	509ms	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Llama 3.1 70B	$0.0001	413ms	100%	100	100	100	100	100	100	100	100	100	100	100%
96	GPT-4o Mini (temp=0)	$0.0000	20.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Gemma 3 27B	$0.0000	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Mistral Medium 3.1	$0.0000	551ms	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Nemotron 3 Nano	$0.0001	5.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Mistral Small 4	$0.0000	413ms	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Qwen 2.5 72B	$0.0000	680ms	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Llama 3.1 Nemotron 70B	$0.0000	754ms	100%	100	100	100	100	100	100	100	100	100	100	100%
19	GPT-5.4 Nano	$0.0000	774ms	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Arcee AI: Trinity Large (Preview)	$0.0000	558ms	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Mistral Small Creative	$0.0000	276ms	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Hermes 3 70B	$0.0000	590ms	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Ministral 3 14B	$0.0000	414ms	100%	100	100	100	100	100	100	100	100	100	100	100%
23	GPT-4.1 Nano	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Ministral 3 8B	$0.0000	393ms	100%	100	100	100	100	100	100	100	100	100	100	100%
58	Claude 3 Haiku	$0.0000	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	WizardLM 2 8x22b	$0.0001	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Gemma 3 4B	$0.0000	238ms	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Ministral 3 3B	$0.0000	277ms	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Mistral NeMO	$0.0000	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	LFM2 24B	$0.0000	537ms	100%	100	100	100	100	100	100	100	100	100	100	100%
95	DeepSeek V3 (2024-12-26)	$0.0000	1.4s	70%	100	100	100	100	100	100	100	100	100	50	95%
101	Qwen 3 32B	$0.0001	6.3s	70%	100	100	100	100	100	100	100	100	100	50	95%
94	DeepSeek V3 (2025-03-24)	$0.0000	1.2s	70%	100	100	100	100	100	100	100	100	100	50	95%
98	ByteDance Seed 1.6 Flash	$0.0001	1.8s	70%	100	100	100	100	100	100	100	100	100	50	95%
93	Llama 3.1 8B	$0.0000	398ms	70%	100	100	100	100	100	100	100	100	100	50	95%
113	Qwen 3.5 Plus (2026-02-15)	$0.0000	11.9s	40%	100	100	100	100	100	100	100	100	100	0	90%
109	Claude 3.5 Haiku	$0.0001	767ms	40%	100	100	100	100	100	100	100	100	100	0	90%
107	Ministral 8B	$0.0000	276ms	40%	100	100	100	100	100	100	100	100	100	0	90%
106	Rocinante 12B	$0.0000	3.1s	54%	100	100	100	100	100	100	100	50	50	50	85%
114	Ministral 3B	$0.0000	262ms	20%	100	100	100	100	100	100	100	100	0	0	80%
115	Mistral Large	$0.0008	5.4s	38%	100	100	100	100	100	50	50	50	50	50	75%
117	Arcee AI: Trinity Mini	$0.0001	2.3s	30%	100	100	50	50	50	50	50	50	50	50	60%
116	Cohere Command R+ (Aug. 2024)	$0.0001	780ms	30%	100	100	50	50	50	50	50	50	50	50	60%
118	Grok 4.20 (Beta, Reasoning)	$0.0032	2.2s	50%	50	50	50	50	50	50	50	50	50	50	50%
97.92%