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What ChatGPT, Claude, Gemini & Grok actually say · September 2026

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The verdict

rotki appears in 2 AI-ranked categories — best position #2 for crypto portfolio tracker.

Positioning brief — for the rotki team

Why the models put rotki at #2 for crypto portfolio tracker

  • open-source, local-first Gemini · GPT · Claude“Open-source, local-first, and privacy-preserving”
  • data stays on your machine Gemini · GPT · Claude“data stays on your machine”
  • robust tax and accounting engine Gemini · GPT · Claude“it doubles as a tax/accounting engine”
  • strong on-chain and DeFi decoding Gemini · GPT“strong on-chain/DeFi decoding”

What the models credit CoinStats (#1) with — and don’t credit rotki

  • mobile and web unified view GPT · Claude · Grok“on both mobile and web”
  • automated syncing Gemini“automated syncing for both centralized exchanges”
  • polished real-time tracking GPT · Claude · Grok“polished real-time tracking across 300+ wallets and exchanges”

What would move the rank — the models’ fix lines, unified

  • heavier setup and manual upkeep GPT · Claude · Gemini“Desktop-centric with a heavier setup and manual upkeep”
  • lacks cloud syncing and mobile apps GPT · Claude · Gemini“Lacks cloud syncing or native mobile apps”
  • less polished mobile experience GPT · Claude · Gemini“a less polished mobile experience than cloud-first trackers”

Restructured from verbatim model output · nothing invented · every quote machine-verified

#2📊 Best crypto portfolio tracker3/4 models · updated 2026-06-25
GPT #3Claude #3Gemini #2Grok —

Delivers the premier open-source, local-first solution for privacy-focused users, encrypting all financial data on the user's local machine with robust accounting and transaction decoding.

GPT Best privacy-first option: open-source, local storage, auditable accounting, strong on-chain/DeFi decoding, exchange imports, and useful tracking without surrendering financial history to a hosted service

Claude Open-source, local-first, and privacy-preserving — data stays on your machine, it doubles as a tax/accounting engine, and it avoids the custodial-API trust problem entirely; the strongest choice for privacy- and sovereignty-minded users.

Where rotki falls short, per the models

  • GPT Requires more setup and reconciliation effort, with a less polished mobile experience than cloud-first trackers
  • Claude Desktop-centric with a heavier setup and manual upkeep; the polished free experience is gated and it is overkill for a casual user who just wants a slick phone app.
  • Gemini Lacks cloud syncing or native mobile apps, demanding technical configuration and local database management from the user.

Poll history — On this board 1 of 2 polls since Jul 14 · now #2

– → #2

Top alternatives per the models: CoinStats · DeBank · Zerion · Delta

#6🧾 Best crypto tax software1/4 models · updated 2026-06-25
GPT —Claude —Gemini #5Grok —

The leading open-source, privacy-first alternative that processes all transaction calculations locally on the user's machine, ensuring API keys and financial histories are never exposed to third-party cloud servers.

Where rotki falls short, per the models

  • Gemini Lacks direct cloud integrations with major tax filing software, requiring users to manually export and import CSV data, and certain advanced DeFi tracking features are locked behind a premium paid tier.

Poll history — On this board 1 of 2 polls since Jul 14 · now #6

– → #6

Top alternatives per the models: Koinly · Summ · CoinLedger · CoinTracker

Head-to-head — how the models call it

Watch rotki

Boards re-poll weekly and the models change their minds. One short email only when rotki's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.

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rotki ranks #2 for best crypto portfolio tracker by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.

rotki — ranked #2 for Best crypto portfolio tracker by AI models on ModelsAgree
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Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology