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In mid-June 2026 Z.ai shipped GLM-5.2, a 753-billion-parameter open-weight model that runs roughly even with GPT-5.5 on long-horizon coding. The card on my desk holds 6 GB. After months of running Gemma 3 4B vision on a GTX 1660, this is the real cost of self-hosting open models in VRAM, latency, and quality.
Indie developers are bypassing Vercel and Heroku with a $0/month stack: Coolify on Oracle’s free-tier ARM instances. No vendor lock-in, full control, and production-grade hosting, all forever free. The economics of small SaaS just shifted.
If you're running AI integrations across multiple providers, DS2API’s rise signals a shift toward self-hosted, protocol-agnostic tooling. Here’s what shipped, what to try, and where the friction lives.