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Kimi K2 7 Code

Observed through

Tokscale Model Report

Kimi K2 7 Code model details and observed coding usage from Tokscale.

Official details Browse models

Reality Snapshot

Observed tokens

10.7B+8.1%

over 30 days

Estimated tracked spend

$6K

Invoices may differ

Active developers

72+0

this month

30-day momentum

+8.1%

Compared with the prior 30-day window

Most-used client

OpenCode47%

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.1.25B1B750M500M250M02520151050Jun 30Jul 3Jul 6Jul 9Jul 12Jul 15Jul 17Jul 20Jul 23Jul 26Jul 29

How developers use it

Usage by coding client

Sharevs 30 days
OpenCode
47%0%
Gajae-Code
24%0%
Pi
14%0%
Kimi
9%0%
Claude Code
4%0%
Hermes Agent
<1%0%
Copilot
<1%0%

Token composition

Share of observed tokens

49%cache read
Input5.4B51%
Cache read5.3B49%
Output29.6M<1%
Reasoning1.5M<1%
Mixed token profileObserved work is distributed across fresh input, cache, and output tokens.

Token Economics

Estimated spend profile

OpenCode$4.1K68.87%
Gajae-Code$2123.54%
Pi$1.3K21.33%
Kimi$2233.72%
Claude Code$1191.99%
Hermes Agent$170.29%
Copilot$150.25%
Cursor$0.220%

Observed cost signals

Estimated spend per 1M tracked tokens$0.56
Cache-read share49.2%
Estimated cache savingsNot available
Typical workloadmixed

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

Model Momentum

+8.1%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: OpenCode

1.5B1B500M0Jun 30Jul 15Jul 29

Official Model Details

ProviderMoonshotai

Tokscale Insight

Kimi K2 7 Code recorded 10.7B coding tokens across 72 developers during the latest 30-day Tokscale window.

Observed confidenceHigh