DeepSeek V3 (2024-12-26)

deepseek/deepseek-chat

DeepSeek V3 (2024-12-26)

via OpenRouter

Release Date

Dec 26th, 2024

Parameters

–

Context Size

163.8k

Benchmark Cost

$0.39

Speed

24.9 tok/s

Creative writing

41.63%

Rule following

72.59%

Utility

82.95%

Mathematics

100.00%

Tooling

80.63%

Language

86.94%

Logic

86.53%

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	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
matrix
Large codex (40 entries), long passage (1,019 words) 0-shot ToolingUtilityLogicRule following	91%	90%	88%	87%	86%	85%	81%	77%	66%	58%	81%
Large codex (40 entries), short passage (165 words) 0-shot ToolingUtilityLogicRule following	95%	93%	92%	85%	85%	85%	83%	83%	81%	80%	86%
Small codex (7 entries), long passage (734 words) 0-shot ToolingUtilityLogicRule following	96%	93%	93%	93%	93%	93%	89%	89%	89%	89%	91%
Small codex (7 entries), short passage (165 words) 0-shot ToolingUtilityLogicRule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	97%	100%
tiers
5 codex entries 0-shot ToolingUtilityLogicRule following	100%	100%	100%	100%	100%	100%	93%	93%	93%	76%	96%
10 codex entries 0-shot ToolingUtilityLogicRule following	94%	92%	89%	86%	86%	86%	79%	79%	72%	72%	84%
20 codex entries 0-shot ToolingUtilityLogicRule following	94%	91%	91%	86%	86%	86%	82%	73%	73%	65%	83%
40 codex entries 0-shot ToolingUtilityLogicRule following	97%	92%	92%	84%	84%	83%	80%	79%	76%	75%	84%
88.05%

Data extraction

Extract key details from a given block of text.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 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%	50%	95%
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%	100%	100%	100%	100%
Indirect birth year 0-shot UtilityMathematicsLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
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%	100%	0%	0%	0%	0%	0%	0%	0%	30%
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%
89.58%

Dialogue tags

Various tasks related to dialogue tags in text.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
dialogue-200
Write 200 words with 10% dialogue 0-shot Creative writingRule following	74%	50%	49%	47%	26%	17%	5%	2%	0%	0%	27%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	75%	68%	68%	53%	51%	50%	47%	41%	41%	0%	49%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	100%	100%	80%	69%	50%	47%	34%	30%	6%	0%	52%
dialogue-500
Write 500 words with 30% dialogue 0-shot Creative writingRule following	50%	47%	45%	41%	0%	0%	0%	0%	0%	0%	18%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	49%	47%	43%	18%	10%	7%	2%	0%	0%	0%	18%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	85%	43%	39%	28%	19%	16%	15%	14%	14%	2%	28%
Ungrouped
Write unattributed dialogue 0-shot Creative writingRule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
41.63%

Language Comprehension

Does the model understand more than just English?

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Total
Asking for directions (Dutch) 0-shot Language	100%	100%	100%	100%	100%	100%
Asking for directions (German) 0-shot Language	100%	100%	100%	100%	100%	100%
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%
100.00%

Language Writing

Can the model generate text in different languages?

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Total
Character dialogue (French) in a story 0-shot Language	100%	93%	91%	83%	71%	88%
Character dialogue (German) in a story 0-shot Language	100%	92%	89%	85%	0%	73%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	100%	0%	0%	60%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	93%	80%	0%	75%
Character dialogue (Spanish) in a story 0-shot Language	92%	91%	89%	85%	80%	87%
76.49%

N-Length Sentences

Write sentences with exactly N words

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Write sentences with 5 words each 0-shot Rule following	100%	100%	100%	100%	100%	100%	98%	93%	86%	70%	95%
Write sentences with 10 words each 0-shot Rule following	92%	90%	89%	87%	87%	82%	77%	68%	65%	59%	80%
Write sentences with 20 words each 0-shot Rule following	53%	49%	32%	21%	21%	20%	18%	10%	4%	0%	23%
65.74%

Novel outline

Handle questions about the outline of a novel in various formats

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 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%	0%	0%	0%	0%	0%	0%	40%
pov-count
Count point of views for Jack and Olivia 0-shot ToolingUtility	100%	100%	100%	100%	100%	50%	0%	0%	0%	0%	55%
Count point of views for Jack Harper 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
Count point of views for Olivia 0-shot ToolingUtility	100%	100%	100%	100%	100%	0%	0%	0%	0%	0%	50%
67.50%

Tool usage within Novelcrafter

Output messages that are related to tool usage within Novelcrafter

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Create alternate prose sections 0-shot ToolingUtility	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	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Multiple speakers 0-shot Utility	100%	100%	100%	100%	100%	0%	0%	0%	0%	0%	50%
Simple 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Simple (1-shot) 1-shot Utility	100%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
Simple (5-shot) Few-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Unattributed dialogue 0-shot Utility	100%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
74.00%

Write N of X

Write exactly N words/sentences/paragraphs...

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 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%	100%	100%	100%	100%	100%	100%	100%
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%	100%	100%	100%	100%	100%	100%	100%	92%	2%	89%
20 sentence summary 0-shot Rule following	100%	100%	100%	100%	98%	98%	92%	92%	27%	27%	84%
50 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	98%	0%	0%	0%	70%
words
10 word summary 0-shot Rule following	100%	100%	100%	100%	98%	98%	98%	98%	92%	92%	98%
20 word summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	98%	98%	100%
50 word summary 0-shot Rule following	100%	98%	92%	77%	54%	9%	9%	0%	0%	0%	44%
100 word summary 0-shot Rule following	100%	92%	92%	54%	54%	27%	9%	9%	2%	0%	44%
200 word summary 0-shot Rule following	100%	98%	92%	0%	0%	0%	0%	0%	0%	0%	29%
81.32%