Latency & Speed Benchmarks Synced: 2026-10-24 468+ Models Indexed

Fastest LLM Inference Providers (2026): Groq vs Cerebras vs Fireworks AI vs SambaNova

Compare real-time throughput (tokens/sec), Time-to-First-Token (TTFT), and price per 1M tokens for voice agents and real-time UI streaming.

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Live 2026 FinOps Benchmark Matrix: Latency & Speed Benchmarks

Architecture / Model Tier	2026 Unit Economics & Pricing	Production FinOps Impact
Cerebras & Groq Wafer-Scale / LPU Inference	450–1,200+ tokens/sec (<120ms TTFT)	Sub-200ms voice agent response latency
Fireworks AI (Qwen QwQ-32B & Llama 3.3 70B)	190–320 tokens/sec	Best balance of speed + low FP8 cost
DeepInfra & Together AI Serverless Clusters	140–480 tokens/sec	Lowest per-1M token cost across 25+ models
Automatic Latency-Based Circuit Breaking	Failover if TTFT > 800ms	Exportable in TokenMargin Router Generator

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