Claude 3.5 Haiku - NC Bench

claude-3-5-haiku-20241022

Claude 3.5 Haiku

via anthropic

Release Date

Oct 22nd, 2024

Context Size

200k

Reasoning

Benchmark Cost

$1.78

Speed

–

Subcategories

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 Creative Writing Hallucination	72	70	68	68	67	69%
Horror: alone in an eerie place at night Creative Writing Hallucination	87	86	85	78	76	83%
Literary fiction: old friends reunite Creative Writing Hallucination	85	85	81	79	72	81%
Mystery: examining a crime scene Creative Writing Hallucination	78	72	72	71	67	72%
Romance: separated couple reunites Creative Writing Hallucination	90	83	79	79	79	82%
Thriller: chase through city streets Creative Writing Hallucination	86	85	82	81	80	83%
Detailed Writing Rules						78.16%
genre
Fantasy: entering an ancient ruin Creative Writing Hallucination	66	66	64	59	58	63%
Horror: alone in an eerie place at night Creative Writing Hallucination	83	81	80	74	72	78%
Literary fiction: old friends reunite Creative Writing Hallucination	84	83	78	76	75	79%
Mystery: examining a crime scene Creative Writing Hallucination	77	75	74	67	61	71%
Romance: separated couple reunites Creative Writing Hallucination	89	84	81	78	77	82%
Thriller: chase through city streets Creative Writing Hallucination	84	84	78	78	74	80%
genre						75.32%
Novelcrafter Default Prompt
Fantasy: entering an ancient ruin Creative Writing Hallucination	71	70	68	67	64	68%
Horror: alone in an eerie place at night Creative Writing Hallucination	80	80	80	80	76	79%
Literary fiction: old friends reunite Creative Writing Hallucination	79	78	75	70	70	74%
Mystery: examining a crime scene Creative Writing Hallucination	72	72	69	69	58	68%
Romance: separated couple reunites Creative Writing Hallucination	80	76	76	76	71	76%
Thriller: chase through city streets Creative Writing Hallucination	85	81	80	75	74	79%
Novelcrafter Default Prompt						74.07%
75.85%

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) Tooling Reasoning	75	73	66	64	63	63	61	59	59	0	58%
Large codex (40 entries), short passage (165 words) Tooling Reasoning	79	76	74	74	74	74	74	74	70	70	74%
Small codex (7 entries), long passage (734 words) Tooling Reasoning	87	87	87	83	83	83	80	80	76	76	82%
Small codex (7 entries), short passage (165 words) Tooling Reasoning	84	84	84	80	80	80	80	80	70	61	78%
matrix											73.18%
tiers
5 codex entries Tooling Reasoning	100	100	100	100	100	100	100	100	83	83	97%
10 codex entries Tooling Reasoning	94	94	94	94	89	89	89	89	83	64	88%
20 codex entries Tooling Reasoning	85	85	85	85	85	85	85	82	75	75	83%
40 codex entries Tooling Reasoning	87	83	83	83	83	83	83	83	80	44	79%
tiers											86.67%
79.93%

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 Utility	100	100	100	100	100	100	100	100	100	100	100%
Contextual pronoun Utility	100	100	100	100	100	100	100	100	100	0	90%
Fruits excluding citrus Utility	100	100	100	100	100	100	100	100	100	100	100%
Future event time Reasoning	100	100	100	100	100	100	100	100	100	100	100%
Guess the pet Reasoning	100	100	100	100	100	100	100	100	100	100	100%
Highest-rated movie Reasoning	100	100	100	100	100	100	100	100	100	100	100%
Indirect birth year Reasoning	100	100	100	100	100	100	100	100	100	100	100%
What instrument does Lucy play? Reasoning	100	100	100	100	100	100	100	100	100	100	100%
What's the color of the car? Utility	100	100	100	100	100	100	100	100	100	100	100%
What's the correct time? Reasoning	0	0	0	0	0	0	0	0	0	0	0%
Who's the sister? Reasoning	100	100	100	100	100	100	100	100	100	100	100%
Who's the tallest? Reasoning	100	100	100	100	100	100	100	100	100	100	100%
90.83%

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 Rule Following Utility	100	91	88	83	73	71	69	57	54	41	73%
Write 200 words with 50% dialogue Rule Following Utility	81	50	47	45	37	17	14	3	3	1	30%
Write 200 words with 90% dialogue Rule Following Utility	50	41	27	19	7	7	5	2	1	0	16%
dialogue-200											39.38%
dialogue-500
Write 500 words with 30% dialogue Rule Following Utility	20	19	9	1	0	0	0	0	0	0	5%
Write 500 words with 50% dialogue Rule Following Utility	41	27	8	3	3	1	0	0	0	0	8%
Write 500 words with 70% dialogue Rule Following Utility	50	50	48	45	37	10	8	0	0	0	25%
dialogue-500											12.74%
Ungrouped
Write unattributed dialogue Rule Following	100	100	100	100	100	100	100	100	100	61	96%
36.06%

Language Comprehension

Does the model understand more than just English?

Scenario	#1	#2	#3	#4	#5	Total
Asking for directions (Dutch) Language	100	100	100	0	0	60%
Asking for directions (German) Language	100	100	100	100	100	100%
Friend got new kittens (German) Language	100	100	100	100	100	100%
Friend got new kittens (Tagalog) Language	100	100	100	100	100	100%
90.00%

Language Writing

Can the model generate text in different languages?

Scenario	#1	#2	#3	#4	#5	Total
Character dialogue (French) in a story Language	64	64	64	60	55	61%
Character dialogue (German) in a story Language	100	75	70	64	60	74%
Character dialogue (Hindi) in a story Language	100	89	88	80	75	86%
Character dialogue (Italian) in a story Language	100	86	80	70	64	80%
Character dialogue (Spanish) in a story Language	90	73	67	64	58	70%
74.25%

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 Utility	100	98	98	96	92	92	91	91	91	91	94%
Write sentences with 10 words each Utility	100	100	100	100	100	98	95	95	94	90	97%
Write sentences with 20 words each Utility	84	84	83	56	49	47	39	24	16	3	49%
79.87%

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 Utility	100	100	100	100	100	100	100	100	100	100	100%
Count chapters Utility	100	100	100	100	100	100	100	100	100	100	100%
Count scenes Utility	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 Utility	100	100	100	100	100	100	100	100	100	100	100%
Count point of views for Jack Harper Utility	100	100	100	100	100	100	100	100	100	100	100%
Count point of views for Olivia Utility	100	100	100	100	100	100	100	100	0	0	80%
pov-count											93.33%
83.33%

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 Tooling	100	100	100	100	100	100	100	100	100	100	100%
100.00%

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 Rule Following	0	0	0	0	0	0	0	0	0	0	0%
Simple Rule Following	100	100	100	100	100	100	100	100	100	100	100%
Simple (1-shot) 1-shot Rule Following	100	100	100	100	100	100	100	100	100	100	100%
Simple (5-shot) Few-shot Rule Following	100	100	100	100	100	100	100	100	100	100	100%
Unattributed dialogue Rule Following	100	0	0	0	0	0	0	0	0	0	10%
62.00%

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 Utility	100	100	100	100	100	100	100	100	100	100	100%
3 paragraph summary Utility	100	100	100	100	100	100	100	100	100	100	100%
5 paragraph summary Utility	100	100	100	100	100	100	100	100	100	100	100%
paragraphs											100.00%
sentences
1 sentence summary Utility	100	100	100	100	100	100	100	100	100	100	100%
3 sentence summary Utility	100	100	100	100	100	100	100	100	100	100	100%
10 sentence summary Utility	100	100	100	100	100	100	100	100	100	100	100%
20 sentence summary Utility	100	100	100	100	98	92	92	77	54	27	84%
50 sentence summary Utility	2	0	0	0	0	0	0	0	0	0	0%
sentences											76.84%
words
10 word summary Utility	100	100	100	100	100	100	100	100	100	100	100%
20 word summary Utility	100	100	100	100	100	100	98	98	98	98	99%
50 word summary Utility	27	0	0	0	0	0	0	0	0	0	3%
100 word summary Utility	9	0	0	0	0	0	0	0	0	0	1%
200 word summary Utility	0	0	0	0	0	0	0	0	0	0	0%
words											40.58%
68.24%