clawdboard_// glm-5.3-flash statistics>glm-5.3-flash Usage Statistics
Real usage data for glm-5.3-flash from 1 developers on clawdboard. glm-5.3-flash is GLM, an open-source model used through OpenCode Zen and OpenCode Go for AI-assisted coding. All costs are estimated from token counts and published Zhipu AI API pricing.
As of September 9, 2026 at 10:18 PM UTC, glm-5.3-flash ranks #23 out of 177 tracked AI coding models on clawdboard, accounting for 0.2% of total community spend. 1 developer has used glm-5.3-flash, generating $1.6k in estimated API cost and 2.6B tokens (1.6B input, 8.4M output). The average estimated cost per developer is $1.6k (median: $1.6k). glm-5.3-flash has been tracked on clawdboard since August 27, 2026. Data is updated hourly from opt-in developer usage logs.Last updated: September 9, 2026 at 10:18 PM UTC · Refreshed hourly · Tracked since August 27, 2026
>glm-5.3-flash at a Glance
Aggregate glm-5.3-flash usage across all 1 developers who have used this model.
Total Estimated Cost
$1.6k
0.2% of community spend
Total Tokens
2.6B
99% input / 1% output
Developers
1
using glm-5.3-flash
Model Rank
#23
of 177 tracked models
Detailed breakdown
Avg Cost per Developer
$1.6k
median: $1.6k
Input Tokens
1.6B
prompt + context
Output Tokens
8.4M
generated responses
Avg Cost per Token
$0.000001
estimated blended rate
>glm-5.3-flash Daily Usage Trends
How much are developers spending on glm-5.3-flash each day? This chart shows the 7-day moving average of estimated daily cost and active user count. Spikes often correspond to new version releases or pricing changes.
Daily glm-5.3-flash Usage
Last 11 days · 7-day moving average
glm-5.3-flash Token Breakdown
Developers have consumed 2.6B tokens through glm-5.3-flash, split between 1.6B input tokens (prompts, context, files) and 8.4M output tokens (generated code, explanations, edits).
Prompt caching has processed 0 cache creation tokens and 1.1B cache read tokens. Cache reads are significantly cheaper per token, reducing the effective cost for developers with repeated context.
The higher input-to-output ratio suggests developers send substantial context (files, documentation, error messages) along with their prompts..
How Much Does glm-5.3-flash Cost for Coding?
Based on data from 1 developers, the average estimated glm-5.3-flash usage cost is $1.6k per developer (all-time). The median is $1.6k, reflecting the gap between occasional and heavy glm-5.3-flash users.
glm-5.3-flash accounts for 0.2% of total community spend across all 177 tracked models, ranking #23 by estimated cost.
These are estimated API-equivalent costs, not actual bills. Most developers use glm-5.3-flash through subscription-based tools (Claude Code, OpenCode, Codex CLI) with flat monthly pricing. The estimated cost is useful for comparing usage intensity across models and developers.
>Other Zhipu AI Models
Compare glm-5.3-flash with other Zhipu AI models tracked on clawdboard.
glm-5.3-flash FAQ
Common questions about glm-5.3-flash usage, cost, and performance data.
[01]How much does glm-5.3-flash cost for coding?
Based on data from 1 developers on clawdboard, the average estimated glm-5.3-flash usage cost is $1.6k per developer (all-time). The median is $1.6k. These are estimated API-equivalent costs calculated from token counts and published Zhipu AI pricing — most developers pay flat subscription fees, not per-token billing.
[02]How popular is glm-5.3-flash compared to other AI coding models?
glm-5.3-flash ranks #23 out of 177 tracked models by total estimated cost, accounting for 0.2% of all community spend on clawdboard. 1 developers have used glm-5.3-flash. Higher-tier models often dominate cost share even with fewer users due to higher per-token pricing.
[03]What is glm-5.3-flash used for in coding?
glm-5.3-flash is GLM, an open-source model used through OpenCode Zen and OpenCode Go for AI-assisted coding. Developers use it through AI coding tools tracked by clawdboard — including Claude Code, OpenCode, and Codex CLI. The token ratio for glm-5.3-flash is 99% input / 1% output, indicating how developers interact with the model.
[04]Where does this glm-5.3-flash usage data come from?
All data comes from developers who voluntarily track their AI coding usage through clawdboard. The CLI reads local log files from supported tools on each developer's machine and extracts aggregate token counts and model identifiers. No code, prompts, or conversation content is collected — only token counts and estimated costs.
[05]How often is glm-5.3-flash data updated?
Individual developers sync their usage every 2 hours by default. The aggregate statistics on this page are recalculated hourly. glm-5.3-flash has been tracked on clawdboard since August 27, 2026.
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