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DeepSeek V4 Pro

Observed through

Tokscale Model Report

DeepSeek V4 Pro model details and observed coding usage from Tokscale.

Official details Browse models

Reality Snapshot

Observed tokens

14.3B-57.6%

over 30 days

Estimated tracked spend

$699

Invoices may differ

Active developers

127-57

this month

30-day momentum

-57.6%

Compared with the prior 30-day window

Most-used client

OpenCode48%

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.1.25B1B750M500M250M050403020100Jul 12Jul 15Jul 18Jul 21Jul 24Jul 27Jul 29Aug 1Aug 4Aug 7Aug 10

How developers use it

Usage by coding client

Sharevs 30 days
OpenCode
48%0%
Pi
25%0%
Hermes Agent
9%0%
Claude Code
8%0%
Kimi
2%0%
ZCode
2%0%
CodeBuddy
2%0%
OpenClaw
<1%0%

Token composition

Share of observed tokens

90%cache read
Cache read12.9B90%
Input1.3B9.2%
Output49.8M<1%
Reasoning12.7M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.

Observed Variants

defaultdeepseek-v4-pro11.8B$335.1$0.0282.33%
via deepseekdeepseek/deepseek-v4-pro2.1B$347.9$0.1614.51%
via opencode-goopencode-go/deepseek-v4-pro219.1M$1.8$0.001.53%
via codebuddycodebuddy/deepseek-v4-pro110.2M$1.6$0.010.77%
via clinepassclinepass/deepseek-v4-pro63.3M$1.2$0.010.44%
via cline-passcline-pass/deepseek-v4-pro28.5M$0.4$0.010.2%
via deepseek-aideepseek-ai/deepseek-v4-pro27.7M$9.7$0.350.19%
via olmolm/deepseek-v4-pro3.1M$1.4$0.430.02%
via gogo/deepseek-v4-pro1.2M$0.1$0.120.01%
via qwen-cloudqwen-cloud/deepseek-v4-pro43.9K$0$0.430%
clouddeepseek-v4-pro:cloud0$0$0.000%
via frgfrg/deepseek-v4-pro0$0$0.000%

Token Economics

Estimated spend profile

OpenCode$16623.73%
Pi$33447.74%
Hermes Agent$355.02%
Claude Code$8211.67%
Kimi$5.030.72%
ZCode$7.701.1%
CodeBuddy$436.08%
OpenClaw$1.950.28%

Observed cost signals

Estimated spend per 1M tracked tokens$0.05
Cache-read share90.3%
Estimated cache savingsNot available
Typical workloadcontext-heavy

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

Model Momentum

-57.6%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: OpenCode

1.5B1B500M0Jul 12Jul 27Aug 10

Official Model Details

ProviderDeepseek

Tokscale Insight

DeepSeek V4 Pro recorded 14.3B coding tokens across 127 developers during the latest 30-day Tokscale window.

Observed confidenceHigh