Compare AI models: DeepSeek V4 Flash Vision Exp vs fledge-alpha

DeepSeek V4 Flash Vision ExpDeepSeek
fledge-alphaHollow points use fallbacks · hover for details

ReasoningCodingCost efficiencyContext windowMultimodalTool use

Normalized model capability scores
Model	Reasoning	Coding	Cost efficiency	Context window	Multimodal	Tool use
DeepSeek V4 Flash Vision Exp	27/100	79/100	60/100	80/100	33/100	0/100
fledge-alpha	50/100 — No data; neutral placeholder	50/100 — No data; neutral placeholder	50/100 — No data; neutral placeholder	50/100 — No data; neutral placeholder	50/100 — No data; neutral placeholder	50/100 — No data; neutral placeholder

Overview

Author

DeepSeek

Context length

Unknown

Reasoning

True

Unknown

Input modalities

Text, Image

Unknown

Output modalities

Text

Unknown

Providers

DeepSeek

Pricing

Input

$0.30/ 1M

Unknown

Output

$1.20/ 1M

Unknown

Cached input

$0.006/ 1M

Unknown

MomentumLast 2 mo

Unique users

330K

8.8K

Completed sessions

951,383

283,941

Token share

0.94%

0.06%

Tokens

8.6T+100%

532B+100%

AUG 10OCT 4

RetentionWeek 1

Returning users

63.6%21K user-weeks

Pending

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