Inserviss Labs
Cost Optimization & FinOps · from DevOps & Infrastructure Vendors in AI Answers — a directional read

“best platform for cloud spend forecasting”

MEASUREDN = 1 sample per engine — a directional read, not a statistical benchmark.

When we asked, 3 of 3 engines named a DevOps & infrastructure vendor. 6 distinct firms were named in total, never the same across every engine — see the breakdown below.

Who does ChatGPT name?

Named, in the order the answer mentioned them: AWS · Google Cloud · Microsoft Azure

Sources cited: docs.aws.amazon.com, docs.cloud.google.com, aws.amazon.com

Who does Gemini name?

Named, in the order the answer mentioned them: AWS · Google Cloud · Microsoft Azure · Datadog · HashiCorp · MongoDB Atlas

Who does Perplexity name?

Named, in the order the answer mentioned them: AWS · Google Cloud · Microsoft Azure

Sources cited: amnic.com, cloudaware.com, finout.io, vantage.sh, learn.g2.com, f6s.com, flexera.com, manageengine.com, +6 more

How was this measured?

We put this exact question to ChatGPT, Gemini, Perplexity as part of the DevOps & Infrastructure Vendors in AI Answers — a directional read study, once per engine, and recorded every firm each answer named and every source it cited. Each engine is reported on its own — never averaged — because engines name different firms for the same question. Only firms tracked in the study are matched, so a firm missing here may still have been mentioned.

What else do buyers ask about cost optimization & finops?

Not seeing your firm here? This page only covers firms already tracked in the DevOps & Infrastructure Vendors in AI Answers — a directional readstudy. Run a free AI Citation Check to see if we’ve already measured you in another study — and if not, it points you at a live scan that samples the engines fresh for your category. Check my AI citations →

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