Amazon Bedrock charges per token. Claude runs from $0.10 per million input tokens on Haiku 5.5 to $10.00 on Fable 5.1 using global endpoints, and regional endpoints cost 10% more. The reason that matters beyond the rate card: in April 2026 an AWS customer ran Claude on Bedrock and received a $30,141.33 invoice that Cost […]

Key Takeaways Per-token prices keep falling. AI bills keep rising. AI token economics, or tokenomics, is the practice of measuring how tokens are produced, consumed and priced, then connecting that consumption to business outcomes. It treats the token as the atomic unit of AI cost, the way cloud FinOps treats the instance-hour, and extends unit […]

What OpenAI and Anthropic invoices show against what teams actually need, feature, customer and environment, and why token billing breaks the resource-based tracking you already run.

Key Takeaways What each provider offers, what their GPU instances actually cost, and how far their native tools go in helping you manage the bill. Ask what an H100 costs per hour on the major clouds and cloud GPU pricing gives you numbers between $5.19 and $12.29. Both are real, both come from the providers’ […]

The full Claude API rate card, the modifiers that change it, and where teams get the math wrong. Claude API pricing looks like the simplest rate card in the industry. Four current models, one number for input, one for output, and a batch discount that halves both. Then you try to forecast with it, and […]

Key takeaways What Flexera is, why teams start looking elsewhere, and the seven best Flexera alternatives for 2026. Flexera is a technology spend and risk intelligence company, and Flexera One is the suite it sells: IT asset management, software licensing, SaaS management, and cloud financial management under one brand. It is a serious enterprise platform […]

OpenAI pricing 2026, verified Sept 4: GPT-6 Astra at $10/$50, GPT-5.6 rates after the July and August cuts, Azure differences, and how to cut the bill.

Optimization stopped being the hard part. Here’s what the 2026 data says is next.

What CloudZero is, why teams start looking elsewhere, and which cloud cost optimization tool actually suits your team.

Your tagging program follows every recommendation. Tags are enforced through Terraform, mandatory keys are documented, and cost allocation tags are activated in the Billing console. Yet when you group spend by team in Cost Explorer, a substantial share of the bill still falls under “No tag key,” often larger than any single team’s allocation. That […]