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Clouded Judgement 3.22.24 - ERR vs ARR and the Conundrum of AI Revenue Streams Today

Clouded Judgement

Subscribe now ARR (Annual Recurring Revenue) vs ERR (Experimental Runrate Revenue) ARR (Annual Recurring Revenue) is one of the most popular SaaS (Non-GAAP) metrics. However, it’s also one of the most loosely used metrics, and is frequently misused. I created this subset to show companies where FCF is a relevant valuation metric.

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Clouded Judgement 11.10.23 - OpenAI Updates + Datadog Gives the All-Clear?

Clouded Judgement

Model providers (OpenAI, Anthropic, etc as companies start building out AI). Hyperscalers (AWS, Azure, GCP as companies look for cloud GPUs who aren’t building out their own data centers) Infra (Data layer, orchestration, monitoring, ops, etc) Durable Applications We’ve clearly well underway of the first 3 layers monetizing.

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ISVs vs SaaS: What’s the Difference?

Stax

While they operate under different business models, ISVs and SaaS share similarities in software development, cross-platform accessibility, and industry reach. ISVs and SaaS providers differ in software distribution, licensing models, hosting responsibilities, support options, upgrade and maintenance procedures, and scalability.

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16 Changes to the Way Enterprises Are Building and Buying Generative AI

Andreessen Horowitz

While they are relying on NPS and customer satisfaction as good proxy metrics, they’re also looking for more tangible ways to measure returns, such as revenue generation, savings, efficiency, and accuracy gains, depending on their use case. 2B run-rate revenue, including spend on OpenAI models via Azure.

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SaaS Applications Architecture – The How

Frontegg

Picking the right SaaS architecture model for your business is very important. This will let you achieve optimal security and performance metrics, but these boxes will not be fully utilized. Multi-tenant SaaS architecture is the better option if you want to create a scalable business model that is flexible and versatile.

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Playbook: Scale to $100M+ ARR with a Usage-Based Pricing Model

OpenView Labs

Though it was pioneered in the infrastructure layer (think: AWS and Azure), it’s becoming increasingly popular for API-based products and application software. Investors especially love how the usage-based pricing model pairs with the land-and-expand business model. Pick the right usage metric.

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Getting Clarity around COGs Benchmarks in 2022

OPEXEngine

Paired with gross margin (GM), cost of goods (COGs) tells investors in a single glance about the profitability of revenues, SaaS business model purity, and company efficiency. The prevalence and extremity of outliers reflected within this cohort highlight the substantial differences in business models between SaaS companies in 2020.