KI-Preise.info verdict
KI-Preise.info is the go-to reference for German-speaking developers and buyers who need API token prices converted to euros and compared across 216 providers in one place. Its coverage is genuinely broad, but the site is German-only, which limits its usefulness for anyone outside that language context. If you need English-language AI pricing comparison or broader product reviews rather than raw API cost data, look elsewhere.
Strengths
Prices are pulled from official manufacturer lists and verified automatically every 5 minutes for most sources, making it one of the most current free references available for AI API costs.
The savings-duel feature concretely shows the cheapest provider for the same model, with documented gaps of up to 62% between routes, which is actionable information a raw price table does not give you.
Weaknesses
The entire site is German-only: every guide, label, calculator prompt, and FAQ is in German, which makes it effectively unusable for non-German-speaking buyers despite the underlying data being globally relevant.
There is no API or embeddable widget for the price data, so developers who want to pull current pricing into their own tooling or dashboards cannot do so programmatically through this site.
aicoolies verdict
aicoolies is the right starting point for a developer who wants structured, date-stamped pricing data on AI coding tools without wading through vendor marketing. Its machine-readable API and MCP server set it apart from every static list on the web, but the editorial depth per tool is thin compared to a specialist review site, and the catalog skews heavily toward coding and infrastructure tools rather than the full AI product space. If you need broad AI tool coverage beyond the developer niche, look elsewhere.
Strengths
Machine-readable catalog via CC-BY 4.0 JSON, OpenAPI, and MCP server lets AI agents query tool data directly, a capability no comparable free directory offers.
Every entry is date-stamped and re-verified on a cycle, so pricing data reflects actual current tiers rather than stale screenshots.
Weaknesses
The catalog covers 1,299 tools but editorial depth per entry is limited; individual tool pages are structured data summaries, not the kind of hands-on analysis a specialist review site provides.
Coverage is strongest in AI coding and infrastructure; adjacent categories like AI design, AI writing, and AI marketing tools are present but noticeably thinner, making the site a poor fit for non-developer tool research.
