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Deepseek V4 Flash

Observed through

Tokscale Model Report

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

Official details Browse models

Reality Snapshot

Observed tokens

32.2B-17.2%

over 30 days

Estimated tracked spend

$647

Invoices may differ

Active developers

125-41

this month

30-day momentum

-17.2%

Compared with the prior 30-day window

Most-used client

OpenCode63%

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.10B8B6B4B2B050403020100Jun 30Jul 3Jul 6Jul 9Jul 12Jul 15Jul 17Jul 20Jul 23Jul 26Jul 29

How developers use it

Usage by coding client

Sharevs 30 days
OpenCode
63%0%
Pi
16%0%
Hermes Agent
7%0%
CodeBuddy
4%0%
Claude Code
3%0%
Gajae-Code
3%0%
Codex CLI
2%0%
Kilo
<1%0%

Token composition

Share of observed tokens

88%cache read
Cache read28.3B88%
Input3.8B12%
Output110.7M<1%
Reasoning28.2M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.

Token Economics

Estimated spend profile

OpenCode$22935.33%
Pi$19029.41%
Hermes Agent$274.21%
CodeBuddy$14221.9%
Claude Code$416.39%
Gajae-Code$4.360.67%
Codex CLI$3.120.48%
Kilo$1.410.22%

Observed cost signals

Estimated spend per 1M tracked tokens$0.02
Cache-read share87.8%
Estimated cache savingsNot available
Typical workloadcontext-heavy

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

Model Momentum

-17.2%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: OpenCode

8B5.33B2.67B0Jun 30Jul 15Jul 29

Official Model Details

ProviderDeepseek

Tokscale Insight

Deepseek V4 Flash recorded 32.2B coding tokens across 125 developers during the latest 30-day Tokscale window.

Observed confidenceHigh