Arcee AI: Trinity Mini

arcee-ai/trinity-mini

Arcee AI: Trinity Mini

via OpenRouter

Release Date

Dec 1st, 2025

Context Size

128k

Benchmark Cost

$0.13

Speed

181.0 tok/s

Creative writing

57.39%

Rule following

55.45%

Utility

64.15%

Mathematics

95.00%

Tooling

67.85%

Language

71.77%

Logic

77.25%

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	72	71	70	65	59	67%
Horror: alone in an eerie place at night 0-shot Creative writingRule following	86	77	74	72	70	76%
Literary fiction: old friends reunite 0-shot Creative writingRule following	78	78	76	74	71	76%
Mystery: examining a crime scene 0-shot Creative writingRule following	81	76	75	71	66	74%
Romance: separated couple reunites 0-shot Creative writingRule following	81	76	75	75	72	76%
Thriller: chase through city streets 0-shot Creative writingRule following	83	80	78	77	74	78%
Detailed Writing Rules						74.48%
genre
Fantasy: entering an ancient ruin 0-shot Creative writingRule following	68	66	66	65	62	66%
Horror: alone in an eerie place at night 0-shot Creative writingRule following	75	75	74	73	71	74%
Literary fiction: old friends reunite 0-shot Creative writingRule following	77	75	74	73	68	74%
Mystery: examining a crime scene 0-shot Creative writingRule following	77	76	73	68	66	72%
Romance: separated couple reunites 0-shot Creative writingRule following	78	77	75	70	66	73%
Thriller: chase through city streets 0-shot Creative writingRule following	78	76	74	73	72	75%
genre						72.12%
Novelcrafter Default Prompt
Fantasy: entering an ancient ruin 0-shot Creative writingRule following	74	69	66	65	65	68%
Horror: alone in an eerie place at night 0-shot Creative writingRule following	86	84	73	71	69	77%
Literary fiction: old friends reunite 0-shot Creative writingRule following	73	71	71	71	67	70%
Mystery: examining a crime scene 0-shot Creative writingRule following	82	78	76	74	69	76%
Romance: separated couple reunites 0-shot Creative writingRule following	71	70	69	67	67	69%
Thriller: chase through city streets 0-shot Creative writingRule following	82	79	78	73	71	77%
Novelcrafter Default Prompt						72.69%
73.10%

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	72	70	69	55	52	51	51	51	43	43	56%
Large codex (40 entries), short passage (165 words) 0-shot ToolingUtilityLogicRule following	79	79	79	79	75	74	69	61	58	57	71%
Small codex (7 entries), long passage (734 words) 0-shot ToolingUtilityLogicRule following	77	76	73	72	66	61	60	60	60	53	66%
Small codex (7 entries), short passage (165 words) 0-shot ToolingUtilityLogicRule following	87	87	83	80	80	76	76	72	72	72	78%
matrix											67.67%
tiers
5 codex entries 0-shot ToolingUtilityLogicRule following	100	93	93	93	87	87	75	75	66	66	83%
10 codex entries 0-shot ToolingUtilityLogicRule following	94	94	89	83	83	83	83	83	78	78	85%
20 codex entries 0-shot ToolingUtilityLogicRule following	82	82	82	82	79	75	73	70	69	60	75%
40 codex entries 0-shot ToolingUtilityLogicRule following	77	73	67	61	61	53	53	44	44	33	57%
tiers											75.09%
71.38%

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	50	50	50	50	50	50	50	50	60%
Fruits excluding citrus 0-shot Utility	100	100	100	100	100	100	100	100	100	100	100%
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	0	0	0	70%
Indirect birth year 0-shot UtilityMathematicsLogic	100	100	100	100	100	100	100	100	100	50	95%
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	100	100	0	0	0	0	0	0	0	0	20%
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%
82.92%

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	0	0	0	0	0	0	0	0	0	0	0%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	50	0	0	0	0	0	0	0	0	0	5%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	49	48	39	33	27	12	11	7	5	0	23%
dialogue-200											9.41%
dialogue-500
Write 500 words with 30% dialogue 0-shot Creative writingRule following	50	48	45	34	0	0	0	0	0	0	18%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	50	49	48	30	26	5	0	0	0	0	21%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	51	49	45	37	0	0	0	0	0	0	18%
dialogue-500											18.94%
Ungrouped
Write unattributed dialogue 0-shot Creative writingRule following	100	61	61	61	14	14	14	14	1	1	34%
16.98%

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	0	0	0	40%
Friend got new kittens (German) 0-shot Language	100	100	100	0	0	60%
Friend got new kittens (Tagalog) 0-shot Language	100	100	100	100	100	100%
60.00%

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	100	100	100	100%
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	55	50	0	61%
Character dialogue (Italian) in a story 0-shot Language	100	100	100	0	0	60%
Character dialogue (Spanish) in a story 0-shot Language	100	100	100	75	50	85%
81.18%

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	97	89	76	73	63	53	45	45	27	24	59%
Write sentences with 10 words each 0-shot Rule following	64	52	48	38	34	31	29	15	7	7	32%
Write sentences with 20 words each 0-shot Rule following	8	8	7	0	0	0	0	0	0	0	2%
31.32%

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	100	100	100	100	100	100	100	100	100%
outline-count											100.00%
pov-count
Count point of views for Jack and Olivia 0-shot ToolingUtility	50	50	50	50	50	50	0	0	0	0	30%
Count point of views for Jack Harper 0-shot ToolingUtility	100	0	0	0	0	0	0	0	0	0	10%
Count point of views for Olivia 0-shot ToolingUtility	100	0	0	0	0	0	0	0	0	0	10%
pov-count											16.67%
58.33%

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	100	67	97%
96.67%

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	0	0	0	0	0	0	0	0	0	0	0%
Simple 0-shot Utility	100	0	0	0	0	0	0	0	0	0	10%
Simple (1-shot) 1-shot Utility	0	0	0	0	0	0	0	0	0	0	0%
Simple (5-shot) Few-shot Utility	0	0	0	0	0	0	0	0	0	0	0%
Unattributed dialogue 0-shot Utility	100	100	100	0	0	0	0	0	0	0	30%
8.00%

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	100	100	0	0	0	0	0	0	40%
paragraphs											80.00%
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	0	0	0	0	0	0	0	0	20%
20 sentence summary 0-shot Rule following	0	0	0	0	0	0	0	0	0	0	0%
50 sentence summary 0-shot Rule following	0	0	0	0	0	0	0	0	0	0	0%
sentences											43.97%
words
10 word summary 0-shot Rule following	92	92	92	92	92	92	92	92	92	77	91%
20 word summary 0-shot Rule following	98	54	0	0	0	0	0	0	0	0	15%
50 word summary 0-shot Rule following	92	77	77	27	0	0	0	0	0	0	27%
100 word summary 0-shot Rule following	54	54	27	2	2	0	0	0	0	0	14%
200 word summary 0-shot Rule following	100	2	0	0	0	0	0	0	0	0	10%
words											31.46%
47.47%