ZCode
Observed throughTokscale Coding Client Report
ZCode is an AI coding product from Z.ai with usage records supported by Tokscale.
Reality Snapshot
Observed tokens
25.2B-17.3%
over 30 days
Estimated tracked spend
$9K
Invoices may differ
Active developers
29-36
deduplicated over 30 days
Observed messages
200.9K
over 30 days
Most-used model
GLM 5.293.3%
of observed tokens
Observed Usage
Observed tokensDaily active developers
Models used
Observed 30-day client usage by model
| Model | Tokens | Share | Change |
|---|---|---|---|
| GLM 5.2Z Ai | 23.5B | 93% | 0% |
| DeepSeek V4 Flash 0423 (via cline-pass)Cline Pass | 850.2M | 3.4% | 0% |
| DeepSeek V4 ProDeepseek | 331.1M | 1.3% | 0% |
| GLM 4.7Z Ai | 136.3M | <1% | 0% |
| Laguna S 2.1 (via poolside)Poolside | 113.4M | <1% | 0% |
| GLM 5.2 (via cline-pass)Cline Pass | 59.5M | <1% | 0% |
| LongCat 2.0Observed model | 45M | <1% | 0% |
| Kimi K3 (via cline-pass)Cline Pass | 42M | <1% | 0% |
Token composition
Share of observed client tokens
Cache read22.8B90%
Input2.3B9.1%
Output108.6M<1%
Reasoning2.6M<1%
Client Economics
GLM 5.2$8.9K98%
DeepSeek V4 Flash 0423 (via cline-pass)$5.15<1%
DeepSeek V4 Pro$7.70<1%
GLM 4.7$18<1%
Laguna S 2.1 (via poolside)$2.71<1%
GLM 5.2 (via cline-pass)$22<1%
LongCat 2.0$1.86<1%
Kimi K3 (via cline-pass)$25<1%
Estimated spend per 1M tracked tokens$0.36
Cache-read share90.9%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
-17.3%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Z Ai23.6B
- Cline Pass951.6M
- Deepseek331.1M
- Poolside113.4M
- Observed model45M
Client details
Canonical clientzcode
TelemetryAggregated Tokscale submissions
Current window2026-07-12 to 2026-08-10
Comparison window2026-06-12 to 2026-07-11
SpendEstimated; invoices may differ
About this client
ZCode is an AI coding product from Z.ai with usage records supported by Tokscale.
Links & sources
TOKSCALE INSIGHT
ZCode recorded 25.2B coding tokens across 29 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample