INTEGRATION / LLM PROVIDERS

Cohere generation, embed, and rerank — all tracked.

Cohere powers RAG and search with Command generation, Embed, and Rerank; Obsivara tells you what each of those calls costs and how it performs. Every generation, embedding, and rerank traced with tokens, latency, and dollars, attributed to the workflow and rolled up per model — so an expensive retrieval stack shows which call drives the bill. Instrument via the Obsivara SDK or OpenTelemetry, or POST a usage event, out of the request path.

CohereEXAMPLE
CALLS TRACED / 24H128,412
TOKENS ACCOUNTED / 24H41.2M
SPEND ATTRIBUTED / 24H$214.60
ILLUSTRATIVE · EXAMPLE DATA
WHAT YOU GET

Cohere, fully observable.

Per-call cost and token accounting

Tokens and dollar cost for every Command, Embed, and Rerank request, priced per model and attributed to the workflow that made it.

RAG-stack cost split

Generation, embedding, and rerank costs separated and rolled up per workflow, so you see which part of a retrieval pipeline drives spend.

Latency and error monitoring

P50/P95/P99 latency per endpoint, rate-limit tracking, and error classification across Command, Embed, and Rerank.

Cross-provider comparison

Cohere side by side with your other providers on cost, latency, and reliability for the same workload.

HOW TO CONNECT

Three steps. No code changes.

1STEP 01

Add your Cohere usage source

Instrument your app with the Obsivara SDK or an OpenTelemetry GenAI exporter, or POST one usage event per request to the ingest webhook. Your app keeps calling Cohere directly — Obsivara records each call out-of-band, so nothing routes through us and no latency is added.

2STEP 02

Obsivara maps your usage

Within minutes you get a live inventory of every Cohere model and endpoint in use, the workflows calling them, and their cost.

3STEP 03

Set budgets and alerts

Spend thresholds, latency SLOs, and error-rate alerts per workflow. Obsivara watches from there.

WHAT WE MONITOR

Signals tracked out of the box.

  • →Tokens and cost per call and model
  • →Command vs Embed vs Rerank spend
  • →Latency P50 / P95 / P99 by endpoint
  • →Rate-limit and quota errors
  • →Error rates and failing calls
  • →Cost per workflow and day
INTEGRATION FAQ

Common questions.

Does Obsivara track Cohere's Embed and Rerank, not just generation?

Yes. Command generation, Embed, and Rerank are each tracked with their own pricing, so your full retrieval stack is costed, not just the LLM call.

Does Obsivara need my Cohere API key?

No. Usage is captured from events your app sends via the SDK, OpenTelemetry, or a webhook; Obsivara never needs your production keys or calls Cohere on your behalf.

Will this add latency?

No. Obsivara never sits in the request path — your app calls Cohere directly and reports usage afterward, so there's no proxy and no added latency.

EXPLORE MORE

Other LLM Providers integrations

Connect Cohere in minutes.

No credit card · 5-minute setup