Seven CloudHealth alternatives compared on pricing, setup time and what each one actually automates, so you can tell which fits your team.

Key Takeaways There are three main ways to run AI. Serverless inference bills you per token and you never touch a GPU. Hyperscalers rent you GPUs inside AWS, Azure or Google Cloud. Neoclouds rent you GPUs with very little else around them. Most teams start serverless and stay there longer than they expect. This guide […]

Yes, finally, and with real caveats. In 2026 both providers shipped caps that enforce instead of emailing. AWS spend limits pause a whole project at your ceiling, but only for projects created through AWS’s new sign-up. Google Cloud spend caps block new usage of one service in one project, and only four services qualify. If […]

Key Takeaways Gemini API pricing is about to change twice. Gemini 4 Argon doubles on December 1, 2026, and Gemini 3.8 Flash and Gemini 3.6 Flash double on January 1, 2027. Flash costs $0.75 per million input tokens and $3.75 per million output tokens today, and $1.50 and $7.50 from January 1. The Flash-Lite text […]

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.