Tools & ProjectsNovember 03, 2026
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Fireworks Declares War on Closed Labs
Fireworks introduces 1,500 tokens-per-second inference, a half-price Background Mode and Nexus model access.
#Fireworks#inference#NVIDIA Blackwell#LLM serving#enterprise AI
🔥 What happened
Fireworks used its first Forge conference to drop a full product stack: Ultra-fast hitting 1,500 tokens/second on Blackwell GPUs, a half-price Background Mode, and Nexus, which pipes open models into Claude Desktop and Codex.
💡 Why it matters
A 30-turn agent task drops from 60 seconds to 8 — that's the gap between an agent people use and one they abandon. Ember-1 reportedly lands near Opus 5 at a fifth of the cost per task. Suddenly the closed-frontier invoice looks hard to justify.
⚡ Our take
Fireworks isn't selling models — it's selling the thesis that intelligence belongs to whoever owns the data. Anyone still routing everything through a closed lab in 2026 pays twice: on price and on control.
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