{ "badge_thresholds": { "CACHE ALCHEMIST": { "description": "At least 90% of gross volume served from cache, at meaningful scale (1B gross or more).", "rule": "cache_efficiency_pct at least 90 AND gross_tokens at least 1,000,000,000" }, "CONTEXT WELDER": { "description": "At least 10B gross tokens moved inside a single window.", "rule": "gross_tokens at least 10,000,000,000" }, "TOKEN FURNACE": { "description": "Sustained gross throughput of at least 500M tokens per day across the window.", "rule": "gross_per_day at least 500,000,000" }, "WIRE RUNNER": { "description": "An average of at least 2,000 model API calls per day.", "rule": "api_calls per window day at least 2,000" } }, "builder": "tokenmaxxing build_leaderboard 1.0.0", "data_through_utc": "2026-07-22", "entries": [ { "alias": "Herman", "badges": [ "TOKEN FURNACE", "CACHE ALCHEMIST", "CONTEXT WELDER", "WIRE RUNNER" ], "daily": [ { "api_calls": 3126, "date": "2026-06-24", "fresh_tokens": 11979433, "gross_tokens": 553501417 }, { "api_calls": 1967, "date": "2026-06-25", "fresh_tokens": 16938797, "gross_tokens": 365538013 }, { "api_calls": 826, "date": "2026-06-26", "fresh_tokens": 5664311, "gross_tokens": 205818963 }, { "api_calls": 3183, "date": "2026-06-27", "fresh_tokens": 70131896, "gross_tokens": 784804718 }, { "api_calls": 4479, "date": "2026-06-28", "fresh_tokens": 54916120, "gross_tokens": 1401621580 }, { "api_calls": 4096, "date": "2026-06-29", "fresh_tokens": 29810905, "gross_tokens": 1236915329 }, { "api_calls": 5282, "date": "2026-06-30", "fresh_tokens": 38176522, "gross_tokens": 1298896342 }, { "api_calls": 4255, "date": "2026-07-01", "fresh_tokens": 53181987, "gross_tokens": 1082726241 }, { "api_calls": 1715, "date": "2026-07-02", "fresh_tokens": 20210420, "gross_tokens": 371759919 }, { "api_calls": 2187, "date": "2026-07-03", "fresh_tokens": 29500818, "gross_tokens": 566886362 }, { "api_calls": 1885, "date": "2026-07-04", "fresh_tokens": 34171260, "gross_tokens": 439944265 }, { "api_calls": 1100, "date": "2026-07-05", "fresh_tokens": 7228518, "gross_tokens": 252192382 }, { "api_calls": 3529, "date": "2026-07-06", "fresh_tokens": 39989322, "gross_tokens": 981958325 }, { "api_calls": 4341, "date": "2026-07-07", "fresh_tokens": 43645298, "gross_tokens": 1163218399 }, { "api_calls": 4069, "date": "2026-07-08", "fresh_tokens": 39993969, "gross_tokens": 1327539188 }, { "api_calls": 3283, "date": "2026-07-09", "fresh_tokens": 44005377, "gross_tokens": 1073347494 }, { "api_calls": 2396, "date": "2026-07-10", "fresh_tokens": 22221019, "gross_tokens": 636996814 }, { "api_calls": 4271, "date": "2026-07-11", "fresh_tokens": 91311644, "gross_tokens": 1100531549 }, { "api_calls": 5186, "date": "2026-07-12", "fresh_tokens": 30644811, "gross_tokens": 1201981406 }, { "api_calls": 4810, "date": "2026-07-13", "fresh_tokens": 40280418, "gross_tokens": 1024005784 }, { "api_calls": 3473, "date": "2026-07-14", "fresh_tokens": 25467846, "gross_tokens": 836553513 }, { "api_calls": 2759, "date": "2026-07-15", "fresh_tokens": 31738636, "gross_tokens": 592996548 }, { "api_calls": 5176, "date": "2026-07-16", "fresh_tokens": 39330153, "gross_tokens": 1210490355 }, { "api_calls": 7770, "date": "2026-07-17", "fresh_tokens": 58604348, "gross_tokens": 1571254665 }, { "api_calls": 8448, "date": "2026-07-18", "fresh_tokens": 63017951, "gross_tokens": 1808105672 }, { "api_calls": 6804, "date": "2026-07-19", "fresh_tokens": 57420995, "gross_tokens": 1336651678 }, { "api_calls": 8931, "date": "2026-07-20", "fresh_tokens": 86571520, "gross_tokens": 1584503118 }, { "api_calls": 8837, "date": "2026-07-21", "fresh_tokens": 91613894, "gross_tokens": 1539656366 }, { "api_calls": 2124, "date": "2026-07-22", "fresh_tokens": 27381873, "gross_tokens": 422897490 } ], "metrics": { "api_calls": 120308, "cache_efficiency_pct": 95.69, "cache_read_tokens": 26716251164, "cache_tokens": 26768143834, "cache_write_tokens": 51892670, "fresh_per_day": 40171668.7, "fresh_tokens": 1205150061, "gross_per_day": 932443129.8, "gross_tokens": 27973293895, "input_tokens": 1147482142, "messages": 534145, "output_tokens": 57667919, "reasoning_tokens": 11337120, "sessions": 5161, "tool_calls": 277548 }, "provenance": "first-party-attested", "public_id": "tmx-herman-primary", "rank": 1, "window_days": 30, "window_end_utc": "2026-07-22" }, { "alias": "Brick", "badges": [], "daily": [ { "api_calls": 3, "date": "2026-07-14", "fresh_tokens": 21595, "gross_tokens": 31451 } ], "metrics": { "api_calls": 3, "cache_efficiency_pct": 31.34, "cache_read_tokens": 9856, "cache_tokens": 9856, "cache_write_tokens": 0, "fresh_per_day": 719.8, "fresh_tokens": 21595, "gross_per_day": 1048.4, "gross_tokens": 31451, "input_tokens": 21580, "messages": 6, "output_tokens": 15, "reasoning_tokens": 0, "sessions": 3, "tool_calls": 0 }, "provenance": "first-party-attested", "public_id": "tmx-brick", "rank": 2, "window_days": 30, "window_end_utc": "2026-07-22" } ], "notes": [ "gross = input + output + cache_read + cache_write; fresh = input + output.", "Cache tokens are not billable-equivalent tokens.", "No population percentiles are claimed anywhere." ], "reference": { "community": [ { "basis": "reported 62.3M tokens per month, taken as a 30-day figure", "extrapolated": false, "id": "ref-community-always-on", "label": "Always-on community report", "observed_utc": "2026-07-21", "scope": "community-self-report", "source_url": "https://www.reddit.com/r/hermesagent/comments/1slffwq/how_many_tokens_are_you_burning_through_monthly/", "tokens_30d": 62300000 }, { "basis": "reported approximately 1B tokens per month, taken as a 30-day figure", "extrapolated": false, "id": "ref-community-heavy", "label": "Heavy community report", "observed_utc": "2026-07-21", "scope": "community-self-report", "source_url": "https://www.reddit.com/r/hermesagent/comments/1slffwq/how_many_tokens_are_you_burning_through_monthly/", "tokens_30d": 1000000000 }, { "basis": "reported approximately 100M tokens per day; shown as a 30-day extrapolation, clearly labeled", "extrapolated": true, "id": "ref-community-very-heavy", "label": "Very-heavy community report", "observed_utc": "2026-07-21", "scope": "community-self-report", "source_url": "https://www.reddit.com/r/hermesagent/comments/1slffwq/how_many_tokens_are_you_burning_through_monthly/", "tokens_30d": 3000000000 } ], "ecosystem": { "app": "Hermes Agent", "captured_utc": "2026-07-21", "id": "ref-openrouter-hermes-agent", "label": "OpenRouter ecosystem aggregate for Hermes Agent", "requests_total": 15100000, "scope": "ecosystem-aggregate", "source_url": "https://openrouter.ai/apps/category/coding/cli-agent", "tokens_total": 1080000000000 } }, "schema_version": "1.0.0", "scopes": { "community": "Anonymous public self-reports, cited. Not verified. Never ranked against entries.", "ecosystem": "Point-in-time app-wide aggregate across ALL instances. Not one instance. Never ranked.", "entries": "Ranked verified instances: first-party-attested exporter runs only." } }