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DeepSeek V3

Observed through

Tokscale Model Report

DeepSeek V3 model details and observed coding usage from Tokscale.

Official details Browse models

Reality Snapshot

Observed tokens

625.9M-45.3%

over 30 days

Estimated tracked spend

$22

Invoices may differ

Active developers

7+1

this month

30-day momentum

-45.3%

Compared with the prior 30-day window

Most-used client

Hermes Agent95%

of observed tokens

Observed Usage

Tokens observedDaily active developers
Observed coding tokens over 30 daysDaily observed usage from Jul 12 through Aug 10, with active developer activity for context.120M96M72M48M24M032.41.81.20.60Jul 12Jul 15Jul 18Jul 21Jul 24Jul 27Jul 29Aug 1Aug 4Aug 7Aug 10

How developers use it

Usage by coding client

Sharevs 30 days
Hermes Agent
95%0%
OpenCode
5%0%

Token composition

Share of observed tokens

94%cache read
Cache read585.3M94%
Input35.3M5.6%
Output5.3M<1%
Reasoning4350%
Cache-heavy workloadMost observed tokens reuse cached context across requests.

Observed Variants

defaultdeepseek-chat625.8M$22$0.0399.99%
via deepseekdeepseek/deepseek-chat90.7K$0$0.160.01%

Token Economics

Estimated spend profile

Hermes Agent$2298.84%
OpenCode$0.231.06%
Kimi$0.010.07%
Kilo$0.010.03%

Observed cost signals

Estimated spend per 1M tracked tokens$0.04
Cache-read share93.5%
Estimated cache savingsNot available
Typical workloadcontext-heavy

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

Model Momentum

-45.3%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: Hermes Agent

150M100M50M0Jul 12Jul 27Aug 10

Official Model Details

ProviderDeepseek

Tokscale Insight

DeepSeek V3 recorded 625.9M coding tokens across 7 developers during the latest 30-day Tokscale window.

Observed confidenceLimited sample