Cohere Command R+ Pricing &
Enterprise RAG Cost Calculator

104B Parameter Architecture, Multi-Step Tool Reasoning & Enterprise Citations

Cohere Command R+ is a 104-billion parameter transformer architecture specifically optimized for complex enterprise workflow automation, multi-document synthesis, and autonomous agent tool loops across a 128k context window. Unlike general-purpose frontier models that require multi-shot prompting to emit source citations, Command R+ natively outputs fine-grained character-level citation spans grounded in the supplied document corpus. This native grounding mechanism guarantees auditability for legal, financial, and compliance workflows while eliminating redundant validation LLM calls.

Multi-Document Grounded RAG Query in TypeScript

Execute enterprise chat queries with structured document injection and automatic citation mapping:

import { CohereClientV2 } from "cohere-ai";

const cohere = new CohereClientV2({ token: process.env.COHERE_API_KEY });

const response = await cohere.chat({
  model: "command-r-plus-08-2024",
  messages: [{ role: "user", content: "Summarize the termination penalties in the supplier agreement." }],
  documents: [
    { id: "sec_12", text: "Section 12: In the event of early termination, a penalty equal to 3 months fee applies." },
    { id: "sec_13", text: "Section 13: Either party may terminate with 30 days written notice for uncured breach." }
  ]
});

console.log("Response:", response.message.content[0].text);
console.log("Citations:", response.message.citations);

Enterprise Self-Hosting Hardware Footprint

For regulated institutions requiring on-premises deployment, Command R+ requires an 8x NVIDIA A100 (80GB) or 4x NVIDIA H100 (80GB) cluster in FP16 precision ($TP=8$ or $TP=4$), consuming 208 GB of VRAM for weights alone. Serving at FP8 quantization reduces requirements to 4x A100 GPUs while maintaining generation fidelity and sub-20ms per-token throughput.