latest transcript snapshots per developer · period-independent
| # | Skill | Devs | Calls | Tokens |
|---|---|---|---|---|
| 01 | togen | 1 | 100,955 | 29.11B |
| 02 | code-review | 55 | 68,381 | 9.71B |
| 03 | loop | 35 | 19,372 | 7.98B |
| 04 | cook | 4 | 23,401 | 7.24B |
| 05 | verea-review | 2 | 44,751 | 7.15B |
| 06 | superpowers:brainstorming | 43 | 39,138 | 5.30B |
| 07 | superpowers:subagent-driven-development | 22 | 29,769 | 3.57B |
| 08 | cook-quick-mobile | 1 | 13,710 | 3.29B |
| 09 | bmad-dev-story | 2 | 13,836 | 3.28B |
| 10 | superpowers:systematic-debugging | 39 | 17,776 | 3.16B |
| 11 | artifact-design | 111 | 10,593 | 2.72B |
| 12 | superpowers:writing-plans | 27 | 14,720 | 2.66B |
| 13 | deep-research | 39 | 74,513 | 2.63B |
| 14 | workflow-authoring | 16 | 23,321 | 2.51B |
| 15 | canti:review-plan-fix-loop | 1 | 14,000 | 2.50B |
| 16 | mobile-verify-sim | 1 | 4,307 | 2.07B |
| 17 | claude-api | 69 | 7,777 | 2.02B |
| 18 | security-review | 14 | 11,103 | 1.89B |
| 19 | frontend-design:frontend-design | 26 | 10,146 | 1.86B |
| 20 | claude-in-chrome | 52 | 7,650 | 1.83B |
| 21 | verea-plan | 2 | 10,583 | 1.82B |
| 22 | superpowers:executing-plans | 19 | 5,817 | 1.76B |
| 23 | ck-plan | 4 | 8,839 | 1.75B |
| 24 | external-writing | 4 | 4,788 | 1.74B |
| 25 | dataviz | 56 | 6,266 | 1.72B |
| 26 | review_completions | 1 | 17,361 | 1.67B |
| 27 | pr-review | 3 | 10,765 | 1.57B |
| 28 | codex-review | 2 | 4,290 | 1.54B |
| 29 | design-engineering | 2 | 4,668 | 1.51B |
| 30 | create-linear-issue | 4 | 4,773 | 1.49B |
| 31 | impeccable | 14 | 6,378 | 1.43B |
| 32 | fix | 3 | 5,596 | 1.39B |
| 33 | superpowers:test-driven-development | 19 | 5,413 | 1.39B |
| 34 | ak-cook | 1 | 3,916 | 1.34B |
| 35 | browse | 14 | 6,023 | 1.29B |
| 36 | cook-quick-frontend | 3 | 4,684 | 1.24B |
| 37 | canti:review | 1 | 9,384 | 1.23B |
| 38 | create-github-pr | 4 | 3,609 | 1.22B |
| 39 | linear-context | 3 | 8,948 | 1.17B |
| 40 | taste-skill | 1 | 3,350 | 1.09B |
| 41 | figma:figma-design-to-code | 5 | 4,083 | 1.08B |
| 42 | fix-pr-comments | 1 | 1,578 | 988.3M |
| 43 | slack-scrape | 1 | 11,490 | 977.8M |
| 44 | agent-device | 1 | 2,527 | 960.7M |
| 45 | bmad-quick-dev | 2 | 3,652 | 879.7M |
| 46 | matiks-pr-review | 2 | 4,223 | 860.9M |
| 47 | mobile-changeset | 1 | 2,803 | 853.7M |
| 48 | run | 62 | 5,450 | 849.0M |
| 49 | opus-orchestrate-sonnet-workers | 1 | 9,355 | 841.9M |
| 50 | verea-tdd | 2 | 4,031 | 809.9M |
| 51 | resolve-agent-reviews | 1 | 2,201 | 775.4M |
| 52 | mobile-version-bump | 2 | 2,699 | 771.1M |
| 53 | bmad-code-review | 3 | 2,721 | 765.2M |
| 54 | superpowers:receiving-code-review | 13 | 3,297 | 763.7M |
| 55 | ak-plan | 1 | 3,352 | 758.8M |
| 56 | address-pr-feedback | 2 | 1,408 | 736.7M |
| 57 | review-branch-against | 1 | 4,516 | 729.7M |
| 58 | verea-docs-writing | 2 | 3,854 | 712.4M |
| 59 | sonar | 1 | 7,459 | 710.3M |
| 60 | asd-ste100 | 2 | 8,615 | 709.7M |
| 61 | improve | 4 | 5,438 | 685.1M |
| 62 | okk-db | 4 | 1,890 | 603.2M |
| 63 | gsd-quick | 1 | 3,225 | 601.4M |
| 64 | task-observer | 1 | 6,670 | 588.3M |
| 65 | agent-browser | 6 | 2,856 | 588.0M |
| 66 | daily | 1 | 1,077 | 584.2M |
| 67 | canti:plan-review | 1 | 3,294 | 583.3M |
| 68 | compound-engineering:ce-work | 2 | 2,202 | 578.2M |
| 69 | anti-slop | 1 | 2,559 | 570.8M |
| 70 | plan-review | 1 | 2,667 | 560.1M |
| 71 | ui-ux-pro-max | 6 | 2,003 | 546.6M |
| 72 | secure-code-writing | 1 | 1,392 | 543.1M |
| 73 | pi-review | 1 | 1,752 | 527.5M |
| 74 | review | 20 | 3,064 | 527.5M |
| 75 | superpowers:dispatching-parallel-agents | 13 | 4,910 | 518.4M |
| 76 | qa | 3 | 1,660 | 514.7M |
| 77 | hunt | 1 | 5,571 | 505.3M |
| 78 | bmad-create-story | 2 | 4,857 | 472.6M |
| 79 | find-skills | 14 | 2,179 | 468.9M |
| 80 | investigate-user | 2 | 2,984 | 464.8M |
| 81 | superpowers:requesting-code-review | 6 | 3,714 | 451.5M |
| 82 | autofix | 2 | 940 | 445.1M |
| 83 | wiki-recap | 1 | 1,749 | 439.2M |
| 84 | heroui-pro-design-taste | 2 | 1,095 | 438.8M |
| 85 | sync-fork | 1 | 1,478 | 433.3M |
| 86 | ralph-loop:ralph-loop | 1 | 1,480 | 433.0M |
| 87 | keemakr-yolo-security | 1 | 2,382 | 431.3M |
| 88 | opsx:apply | 1 | 2,069 | 422.4M |
| 89 | claude-security:claude-security | 1 | 8,065 | 415.9M |
| 90 | superpowers:using-git-worktrees | 15 | 1,722 | 397.7M |
| 91 | hostinger | 1 | 3,291 | 387.9M |
| 92 | ego-browser | 3 | 3,833 | 387.1M |
| 93 | brainstorming | 4 | 3,296 | 385.1M |
| 94 | graphify | 14 | 3,145 | 381.0M |
| 95 | grill-me | 11 | 2,101 | 373.6M |
| 96 | get_started | 1 | 5,305 | 368.3M |
| 97 | understand-anything:understand | 3 | 5,245 | 363.8M |
| 98 | ast-grep | 2 | 1,662 | 363.4M |
| 99 | argent-device-interact | 7 | 1,292 | 353.8M |
| 100 | token-maxing | 1 | 8,331 | 353.6M |
| # | MCP tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | claude-in-chrome · computer | 68 | 23,397 | 6.23B | 3% |
| 02 | claude-in-chrome · browser_batch | 58 | 21,657 | 5.34B | 6% |
| 03 | claude-in-chrome · javascript_tool | 60 | 15,080 | 3.68B | 5% |
| 04 | Claude_Browser · computer | 53 | 9,794 | 2.78B | 11% |
| 05 | Claude_Browser · javascript_tool | 50 | 8,915 | 2.76B | 6% |
| 06 | Claude_Code_iOS_Simulator · control | 9 | 4,646 | 2.48B | 2% |
| 07 | Claude_Browser · browser_batch | 38 | 4,051 | 1.49B | 10% |
| 08 | claude-in-chrome · navigate | 79 | 5,959 | 1.41B | 4% |
| 09 | Claude_Browser · navigate | 51 | 3,929 | 1.13B | 11% |
| 10 | Claude_Preview · preview_eval | 12 | 3,194 | 918.7M | 7% |
| 11 | claude-in-chrome · find | 51 | 3,061 | 761.3M | 10% |
| 12 | claude-in-chrome · tabs_context_mcp | 92 | 3,105 | 686.0M | 3% |
| 13 | claude_ai_Gmail · get_thread | 15 | 2,614 | 638.5M | 1% |
| 14 | Claude_Browser · preview_start | 57 | 1,874 | 573.3M | 12% |
| 15 | Claude_Browser · resize_window | 43 | 1,604 | 534.2M | 4% |
| 16 | ccd_session · mark_chapter | 64 | 2,705 | 488.6M | 0% |
| 17 | claude-in-chrome · tabs_close_mcp | 54 | 1,752 | 460.9M | 4% |
| 18 | claude_ai_Linear · save_issue | 10 | 1,153 | 455.5M | 5% |
| 19 | chrome-devtools · evaluate_script | 5 | 2,470 | 413.6M | 3% |
| 20 | claude-in-chrome · get_page_text | 55 | 1,896 | 347.0M | 11% |
| 21 | sequential-thinking · sequentialthinking | 1 | 1,098 | 345.2M | 1% |
| 22 | linear-server · save_issue | 7 | 921 | 311.7M | 3% |
| 23 | supabase · execute_sql | 3 | 1,159 | 306.3M | 12% |
| 24 | Claude_Browser · read_console_messages | 41 | 1,064 | 305.0M | 2% |
| 25 | claude_ai_PostHog · exec | 1 | 1,836 | 293.8M | 5% |
| 26 | playwright · browser_evaluate | 8 | 831 | 289.9M | 4% |
| 27 | playwright · browser_navigate | 12 | 886 | 288.5M | 12% |
| 28 | Claude_in_Chrome · computer | 3 | 512 | 275.7M | 8% |
| 29 | claude_ai_Slack · slack_read_channel | 7 | 3,246 | 275.5M | 1% |
| 30 | agent-device · press | 1 | 1,119 | 267.2M | 6% |
| 31 | Claude_Browser · read_page | 36 | 1,025 | 262.5M | 1% |
| 32 | agent-device · screenshot | 1 | 1,243 | 261.9M | 2% |
| 33 | 374df0e2-b9c9-44a4-83db-11cf33309147 · get_issue | 1 | 839 | 261.4M | 1% |
| 34 | Claude_Browser · get_page_text | 44 | 1,142 | 247.8M | 2% |
| 35 | claude-in-chrome · form_input | 21 | 616 | 243.7M | 3% |
| 36 | mcp-trino · execute_query_read_only | 1 | 831 | 229.1M | 5% |
| 37 | agent-device · click | 1 | 1,471 | 226.0M | 26% |
| 38 | f8c1d5be-ee16-4e8b-afa2-3b6c6d1d4c69 · execute_sql | 1 | 761 | 219.7M | 7% |
| 39 | playwright · browser_snapshot | 8 | 628 | 215.8M | 4% |
| 40 | playwright · browser_click | 7 | 651 | 215.1M | 13% |
| 41 | claude_ai_Linear · get_issue | 11 | 1,297 | 208.0M | 2% |
| 42 | linear · save_issue | 9 | 628 | 206.9M | 3% |
| 43 | argent · gesture-tap | 7 | 829 | 198.6M | 2% |
| 44 | exa · web_search_exa | 2 | 2,327 | 197.0M | 1% |
| 45 | plugin_playwright_playwright · browser_evaluate | 9 | 745 | 194.3M | 3% |
| # | Tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | Bash | 235 | 2,838,771 | 613.44B | 3% |
| 02 | exec | 172 | 1,770,097 | 217.42B | 0% |
npx whoburnedmore CLI reads the local usage logs coding agents already keep and submits daily aggregate token totals per tool and model — never prompts, code or file names. Panel = 306 listed developers who opted in publicly, including subscription usage (Claude Code, Cursor, Codex) that API-gateway rankings never see. Costs estimated from public per-token pricing. what we collect · leaderboard · state of AI coding| 03 |
| Edit |
| 227 |
| 360,989 |
| 99.28B |
| 3% |
| 04 | Read | 236 | 629,663 | 88.36B | 2% |
| 05 | exec_command | 155 | 1,434,093 | 80.18B | 0% |
| 06 | Write | 230 | 141,441 | 34.96B | 2% |
| 07 | apply_patch | 168 | 238,829 | 31.86B | 0% |
| 08 | write_stdin | 134 | 182,810 | 20.40B | 0% |
| 09 | wait | 157 | 100,715 | 13.35B | 0% |
| 10 | shell_command | 70 | 215,727 | 12.22B | 0% |
| 11 | WebFetch | 215 | 120,202 | 10.02B | 4% |
| 12 | Agent | 199 | 38,134 | 9.42B | 4% |
| 13 | send_message | 100 | 71,249 | 9.19B | 0% |
| 14 | js | 133 | 68,361 | 9.08B | 0% |
| 15 | wait_agent | 110 | 48,342 | 6.50B | 0% |
| 16 | ToolSearch | 207 | 48,958 | 6.04B | 0% |
| 17 | WebSearch | 197 | 81,636 | 5.87B | 1% |
| 18 | TaskUpdate | 142 | 19,168 | 5.39B | 0% |
| 19 | StructuredOutput | 85 | 40,194 | 4.09B | 15% |
| 20 | AskUserQuestion | 214 | 13,104 | 3.29B | 8% |
| 21 | update_plan | 140 | 27,475 | 3.16B | 0% |
| 22 | Grep | 100 | 29,397 | 3.09B | 2% |
| 23 | shell | 16 | 37,661 | 3.05B | 0% |
| 24 | PowerShell | 31 | 11,123 | 2.80B | 13% |
| 25 | SendMessage | 101 | 8,128 | 2.75B | 1% |
| 26 | TaskCreate | 143 | 11,526 | 2.71B | 1% |
| 27 | Monitor | 153 | 6,932 | 2.40B | 4% |
| 28 | sleep | 63 | 19,495 | 2.39B | 0% |
| 29 | Skill | 204 | 12,145 | 2.02B | 2% |
| 30 | list_agents | 94 | 13,816 | 1.60B | 0% |
| 31 | spawn_agent | 115 | 14,180 | 1.48B | 0% |
| 32 | Artifact | 112 | 3,864 | 1.40B | 4% |
| 33 | view_file | 2 | 4,060 | 1.33B | 0% |
| 34 | manage_task | 2 | 1,863 | 1.28B | 0% |
| 35 | ScheduleWakeup | 117 | 3,940 | 1.25B | 2% |
| 36 | TaskStop | 170 | 3,528 | 1.12B | 8% |
| 37 | followup_task | 85 | 8,566 | 1.12B | 0% |
| 38 | SendUserFile | 103 | 2,978 | 1.10B | 3% |
| 39 | Workflow | 87 | 2,475 | 901.9M | 7% |
| 40 | run_command | 2 | 4,916 | 881.8M | 0% |
| 41 | view_image | 112 | 8,636 | 820.9M | 0% |
| 42 | Glob | 87 | 22,639 | 798.1M | 1% |
| 43 | TodoWrite | 38 | 3,931 | 794.6M | 0% |
| 44 | write_to_file | 2 | 2,597 | 603.4M | 0% |
| 45 | TaskOutput | 108 | 1,437 | 501.6M | 5% |
| 46 | run | 38 | 4,183 | 478.7M | 0% |
| 47 | replace_file_content | 2 | 1,218 | 459.3M | 0% |
| 48 | ExitPlanMode | 102 | 1,401 | 372.2M | 47% |
| 49 | request_user_input | 96 | 3,144 | 366.4M | 0% |
| 50 | ListAgents | 67 | 1,243 | 340.7M | 1% |
| 51 | SubagentHandback | 48 | 2,023 | 305.2M | 0% |
| 52 | Task | 9 | 19,264 | 303.6M | 0% |
| 53 | StrReplace | 1 | 21,798 | 286.2M | 0% |
| 54 | send_message_to_thread | 5 | 1,707 | 224.1M | 0% |
| 55 | EnterWorktree | 39 | 546 | 199.0M | 13% |