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Deepseek V4 Flash Free

Observed through

Tokscale Model Report

Deepseek V4 Flash Free model details and observed coding usage from Tokscale.

Official details Browse models

Reality Snapshot

Observed tokens

5.8B-38.5%

over 30 days

Estimated tracked spend

$19

Invoices may differ

Active developers

97-13

this month

30-day momentum

-38.5%

Compared with the prior 30-day window

Most-used client

OpenCode77%

of observed tokens

Observed Usage

Tokens observedDaily active developers
Observed coding tokens over 30 daysDaily observed usage from Jun 30 through Jul 29, with active developer activity for context.600M480M360M240M120M02520151050Jun 30Jul 3Jul 6Jul 9Jul 12Jul 15Jul 17Jul 20Jul 23Jul 26Jul 29

How developers use it

Usage by coding client

Sharevs 30 days
OpenCode
77%0%
Hermes Agent
13%0%
Pi
5%0%
Claude Code
4%0%
Jcode
<1%0%

Token composition

Share of observed tokens

94%cache read
Cache read5.4B94%
Input296.1M5.2%
Output24.4M<1%
Reasoning13.8M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.

Token Economics

Estimated spend profile

OpenCode$3.1016.27%
Hermes Agent$1683.73%
Pi$0.000%
Claude Code$0.000%
Jcode$0.000%

Observed cost signals

Estimated spend per 1M tracked tokens$0.00
Cache-read share94.2%
Estimated cache savingsNot available
Typical workloadcontext-heavy

Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.

Model Momentum

-38.5%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: OpenCode

600M400M200M0Jun 30Jul 15Jul 29

Official Model Details

ProviderDeepseek

Tokscale Insight

Deepseek V4 Flash Free recorded 5.8B coding tokens across 97 developers during the latest 30-day Tokscale window.

Observed confidenceHigh