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‘Pretty Crazy’ Token Usage Is Testing Bosses’ Bet on AI

WIRED maps the new 'tokenomics' scramble: across earnings calls and C-suites, companies from 8x8 to Cisco are tallying soaring AI token bills, some celebrating savings, others slapping on usage caps.

Published 2026-06-16Source: WIRED
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Why it matters

WIRED counted ~300 companies fielding token questions on April-May earnings calls, up from 93 a year earlier. RBC's usage jumped 500% in six months, and Box CEO Aaron Levie says token budgeting is now the most heated boardroom topic.

Tokenmaxxing read

The split is the lesson: 8x8 says Claude let it cut ~$5M of legacy software for a smaller AI bill, while Baseball Lifestyle 101 tells managers to spend ~20% of salary on tokens. Tokenmaxxing pays only when spend maps to outcomes, so track ROI, not raw token counts.

Source takeaway

Strong original WIRED reporting with named executives and an AlphaStreet transcript count; figures like 8x8's savings are company estimates, not audited. Use it as the definitive June snapshot of enterprise token anxiety.

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Analyzing Claude Code usage with CloudWatch and OpenTelemetry | Amazon Web Services

AWS engineers detail how to export Claude Code OpenTelemetry metrics into CloudWatch via bearer-token API keys, tracking claude_code.token.usage and cost.usage per developer — under $15/month for a 200-person org.

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Anthropic "pauses" token-based billing for its Claude Agent SDK

Anthropic paused its plan to move Claude Agent SDK power users onto metered API pricing, updating its billing page to put the rollout on hold while it reworks how heavy agent usage is charged on subscription plans.

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Claude Fable 5 and Claude Mythos 5 - Anthropic

Anthropic shipped Claude Fable 5 (GA, with classifier safeguards) and Claude Mythos 5 (safeguards lifted, vetted partners only) on June 9 — $10 per million input tokens, $50 per million output, under half the Mythos Preview price.

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