tokscale_market_share
Analyze local AI tool usage data to compute market share by tokens, cost, and messages. Ranks tools by token share for workflow dominance insights.
Instructions
Complete AI tool market share analysis from your local tokscale data. Aggregates per-model usage by client (AI tool) and computes each tool's share of total tokens, cost, and messages. Returns each tool ranked by token share, with share_tokens / share_cost / share_messages percentages and a totals rollup. All data is read locally from tokscale's scan of your session logs — no network calls, no PII. Use this to see which AI coding tools dominate your workflow by volume, spend, or activity. Do NOT use this for per-model detail — use tokscale_developer_profile for that.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| error | No | Present if tokscale is unavailable | |
| tools | No | AI tools ranked by token share, each with { client, label, tokens, cost, messages, model_count, share_tokens, share_cost, share_messages } | |
| totals | No | Aggregate totals: { tokens, cost, messages, tool_count } |