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
32.4B+142.8%
over 30 days
Estimated tracked spend
$15.8K
Invoices may differ
Active developers
37-9
deduplicated over 30 days
Observed messages
243K
over 30 days
Most-used model
Glm 5 290%
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 | 29.2B | 90% | 0% |
| Glm 4 7Z Ai | 1.2B | 3.7% | 0% |
| Deepseek V4 ProDeepseek | 734.8M | 2.3% | 0% |
| Glm 5 TurboZ Ai | 532M | 1.6% | 0% |
| Minimax M3Minimax | 204.1M | <1% | 0% |
| Longcat 2 0Observed model | 195.5M | <1% | 0% |
| Glm 5 1Z Ai | 154.9M | <1% | 0% |
| Gpt 5 5OpenAI | 83.4M | <1% | 0% |
Token composition
Share of observed client tokens
Cache read25.4B78%
Input6.9B21%
Output114.6M<1%
Reasoning1.2M0%
Client Economics
Glm 5 2$14.8K94%
Glm 4 7$1601%
Deepseek V4 Pro$63<1%
Glm 5 Turbo$2141.4%
Minimax M3$0.000%
Longcat 2 0$16<1%
Glm 5 1$138<1%
Gpt 5 5$2711.7%
Estimated spend per 1M tracked tokens$0.49
Cache-read share78.7%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
+142.8%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Z Ai31B
- Deepseek734.8M
- Minimax204.1M
- Observed model195.5M
- OpenAI83.4M
Client details
Canonical clientzcode
TelemetryAggregated Tokscale submissions
Current window2026-06-30 to 2026-07-29
Comparison window2026-05-31 to 2026-06-29
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 32.4B coding tokens across 37 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample