Arcee AI: Trinity Large (Preview)

arcee-ai/trinity-large-preview:free

Arcee AI: Trinity Large (Preview)

via OpenRouter

Release Date

Jan 27th, 2026

Context Size

128k

Benchmark Cost

$0.0000

Speed

33.7 tok/s

Creative writing

63.14%

Rule following

60.95%

Utility

68.51%

Mathematics

50.00%

Tooling

65.50%

Language

79.51%

Logic

71.51%

Bad Writing Habits

Detects common prose quality anti-patterns in AI-generated creative writing, including passive voice, past progressive overuse, weak dialogue tags, filter words, purple prose, cliches, AI-ism words/adverbs/names, and more.

Scenario	#1	#2	#3	#4	#5	Total
Detailed Writing Rules
Fantasy: entering an ancient ruin 0-shot Creative writingRule following	77	72	71	68	65	71%
Horror: alone in an eerie place at night 0-shot Creative writingRule following	87	85	82	76	75	81%
Literary fiction: old friends reunite 0-shot Creative writingRule following	87	85	79	75	72	80%
Mystery: examining a crime scene 0-shot Creative writingRule following	94	80	79	78	70	80%
Romance: separated couple reunites 0-shot Creative writingRule following	80	78	71	69	67	73%
Thriller: chase through city streets 0-shot Creative writingRule following	85	85	84	76	75	81%
Detailed Writing Rules						77.62%
genre
Fantasy: entering an ancient ruin 0-shot Creative writingRule following	67	67	67	65	61	66%
Horror: alone in an eerie place at night 0-shot Creative writingRule following	75	75	74	74	67	73%
Literary fiction: old friends reunite 0-shot Creative writingRule following	90	82	79	74	72	79%
Mystery: examining a crime scene 0-shot Creative writingRule following	80	79	75	74	72	76%
Romance: separated couple reunites 0-shot Creative writingRule following	85	84	76	76	70	78%
Thriller: chase through city streets 0-shot Creative writingRule following	81	79	76	74	69	76%
genre						74.71%
Novelcrafter Default Prompt
Fantasy: entering an ancient ruin 0-shot Creative writingRule following	71	70	69	63	62	67%
Horror: alone in an eerie place at night 0-shot Creative writingRule following	86	81	76	72	71	77%
Literary fiction: old friends reunite 0-shot Creative writingRule following	82	79	76	75	74	77%
Mystery: examining a crime scene 0-shot Creative writingRule following	81	79	79	77	75	78%
Romance: separated couple reunites 0-shot Creative writingRule following	80	79	74	73	72	76%
Thriller: chase through city streets 0-shot Creative writingRule following	85	76	72	71	70	75%
Novelcrafter Default Prompt						74.97%
75.77%

Codex Violation Detection

Detects factual inconsistencies between a story bible and prose passages. The model must output structured XML identifying each violation with paragraph number and substring.

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
matrix
Large codex (40 entries), long passage (1,019 words) 0-shot ToolingUtilityLogicRule following	39	38	37	34	34	34	34	34	3	3	29%
Large codex (40 entries), short passage (165 words) 0-shot ToolingUtilityLogicRule following	90	78	76	76	75	74	74	72	70	34	72%
Small codex (7 entries), long passage (734 words) 0-shot ToolingUtilityLogicRule following	83	75	75	75	75	72	71	71	63	54	71%
Small codex (7 entries), short passage (165 words) 0-shot ToolingUtilityLogicRule following	92	92	91	87	83	83	83	83	80	79	85%
matrix											64.40%
tiers
5 codex entries 0-shot ToolingUtilityLogicRule following	83	83	83	83	76	76	69	69	67	63	75%
10 codex entries 0-shot ToolingUtilityLogicRule following	89	86	86	83	79	72	72	72	72	66	78%
20 codex entries 0-shot ToolingUtilityLogicRule following	89	85	85	81	77	74	73	73	70	61	77%
40 codex entries 0-shot ToolingUtilityLogicRule following	87	79	75	71	61	58	34	34	33	33	57%
tiers											71.63%
68.01%

Data extraction

Extract key details from a given block of text.

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
All valid emails 0-shot Utility	100	100	100	100	100	100	100	100	100	100	100%
Contextual pronoun 0-shot Utility	100	100	100	100	100	100	100	100	100	100	100%
Fruits excluding citrus 0-shot Utility	100	100	100	100	100	100	100	0	0	0	70%
Future event time 0-shot UtilityLogic	50	50	50	50	50	50	50	50	50	50	50%
Guess the pet 0-shot UtilityLogic	100	100	100	100	100	100	100	100	100	100	100%
Highest-rated movie 0-shot Utility	100	100	100	100	100	100	100	100	100	100	100%
Indirect birth year 0-shot UtilityMathematicsLogic	50	50	50	50	50	50	50	50	50	50	50%
What instrument does Lucy play? 0-shot UtilityLogic	100	100	100	100	100	100	100	100	100	100	100%
What's the color of the car? 0-shot UtilityLogic	100	100	100	100	100	100	100	100	100	100	100%
What's the correct time? 0-shot UtilityLogic	0	0	0	0	0	0	0	0	0	0	0%
Who's the sister? 0-shot UtilityLogic	100	100	100	100	100	100	100	100	100	100	100%
Who's the tallest? 0-shot UtilityLogic	100	100	100	100	100	100	100	100	100	100	100%
80.83%

Dialogue tags

Various tasks related to dialogue tags in text.

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
dialogue-200
Write 200 words with 10% dialogue 0-shot Creative writingRule following	91	50	50	49	49	43	34	23	14	7	41%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	83	50	50	50	49	47	43	43	38	28	48%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	97	79	79	66	60	56	50	43	43	26	60%
dialogue-200											49.63%
dialogue-500
Write 500 words with 30% dialogue 0-shot Creative writingRule following	43	0	0	0	0	0	0	0	0	0	4%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	60	43	42	4	1	0	0	0	0	0	15%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	50	38	0	0	0	0	0	0	0	0	9%
dialogue-500											9.36%
Ungrouped
Write unattributed dialogue 0-shot Creative writingRule following	100	100	100	61	14	1	1	1	0	0	38%
30.67%

Language Comprehension

Does the model understand more than just English?

Scenario	#1	#2	#3	#4	#5	Total
Asking for directions (Dutch) 0-shot Language	100	100	0	0	0	40%
Asking for directions (German) 0-shot Language	100	100	100	100	0	80%
Friend got new kittens (German) 0-shot Language	100	100	100	100	100	100%
Friend got new kittens (Tagalog) 0-shot Language	100	100	100	100	100	100%
80.00%

Language Writing

Can the model generate text in different languages?

Scenario	#1	#2	#3	#4	#5	Total
Character dialogue (French) in a story 0-shot Language	100	100	91	78	55	85%
Character dialogue (German) in a story 0-shot Language	100	100	100	100	100	100%
Character dialogue (Hindi) in a story 0-shot Language	100	100	80	0	0	56%
Character dialogue (Italian) in a story 0-shot Language	100	100	73	71	50	79%
Character dialogue (Spanish) in a story 0-shot Language	100	100	62	60	59	76%
79.12%

N-Length Sentences

Write sentences with exactly N words

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
Write sentences with 5 words each 0-shot Rule following	93	87	81	81	80	77	72	69	66	56	76%
Write sentences with 10 words each 0-shot Rule following	71	67	65	59	58	50	45	41	39	32	53%
Write sentences with 20 words each 0-shot Rule following	0	0	0	0	0	0	0	0	0	0	0%
42.90%

Novel outline

Handle questions about the outline of a novel in various formats

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
outline-count
Count acts 0-shot ToolingUtility	100	100	100	100	100	100	100	100	100	100	100%
Count chapters 0-shot ToolingUtility	100	100	100	100	100	100	100	100	100	100	100%
Count scenes 0-shot ToolingUtility	100	100	0	0	0	0	0	0	0	0	20%
outline-count											73.33%
pov-count
Count point of views for Jack and Olivia 0-shot ToolingUtility	100	50	50	50	0	0	0	0	0	0	25%
Count point of views for Jack Harper 0-shot ToolingUtility	100	100	100	100	100	100	100	0	0	0	70%
Count point of views for Olivia 0-shot ToolingUtility	100	100	100	0	0	0	0	0	0	0	30%
pov-count											41.67%
57.50%

Tool usage within Novelcrafter

Output messages that are related to tool usage within Novelcrafter

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
Create alternate prose sections 0-shot ToolingUtility	100	100	100	100	100	100	100	100	67	67	93%
93.33%

Voice/dialogue sheets

Extract dialogue from given text as voice sheets.

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
Multiple speakers 0-shot Utility	100	100	0	0	0	0	0	0	0	0	20%
Simple 0-shot Utility	100	100	0	0	0	0	0	0	0	0	20%
Simple (1-shot) 1-shot Utility	100	100	100	100	100	0	0	0	0	0	50%
Simple (5-shot) Few-shot Utility	100	100	100	100	100	100	100	100	100	100	100%
Unattributed dialogue 0-shot Utility	100	100	100	100	100	0	0	0	0	0	50%
48.00%

Write N of X

Write exactly N words/sentences/paragraphs...

Scenario	#1	#2	#3	#4	#5	#6	#7	#8	#9	#10	Total
paragraphs
1 paragraph summary 0-shot Rule following	100	100	100	100	100	100	100	100	100	100	100%
3 paragraph summary 0-shot Rule following	100	100	100	100	100	100	100	100	100	100	100%
5 paragraph summary 0-shot Rule following	100	100	0	0	0	0	0	0	0	0	20%
paragraphs											73.33%
sentences
1 sentence summary 0-shot Rule following	100	100	100	100	100	100	100	100	100	100	100%
3 sentence summary 0-shot Rule following	100	100	100	100	100	100	100	100	100	100	100%
10 sentence summary 0-shot Rule following	100	98	92	92	77	77	77	77	77	77	85%
20 sentence summary 0-shot Rule following	9	2	0	0	0	0	0	0	0	0	1%
50 sentence summary 0-shot Rule following	0	0	0	0	0	0	0	0	0	0	0%
sentences											57.16%
words
10 word summary 0-shot Rule following	100	100	100	100	100	100	98	98	27	0	82%
20 word summary 0-shot Rule following	100	100	100	98	98	98	92	77	2	0	77%
50 word summary 0-shot Rule following	100	77	54	0	0	0	0	0	0	0	23%
100 word summary 0-shot Rule following	100	100	9	0	0	0	0	0	0	0	21%
200 word summary 0-shot Rule following	100	98	27	27	9	0	0	0	0	0	26%
words											45.85%
56.54%