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PLATFORM COMPARISON · AGGR CVD QUALITY

Aggr.trade vs ChartsPod for CVD Data Quality: Feature Coverage

Aggr builds its view from live trades streamed from many exchanges. That makes its delta trade-based, but aggregated across venues you choose.

By ChartsPod Editorial Team · Reviewed by ChartsPod Research
Published · Updated · 5 min read

Short answer

Aggr.trade connects to exchanges' live trade feeds in the browser and aggregates trades, so buy/sell classification comes from each trade's side rather than candle estimates. The resulting delta mixes the venues you select, which is useful for overall flow but blends spot and perp unless separated. History needs a self-hosted aggr-server. ChartsPod lists CVD with venue-specific markets on Binance, Bybit, OKX and Hyperliquid. Use Aggr for live cross-venue flow and ChartsPod for venue-specific CVD with replay.

Coverage

CVD data qualityCVD data quality. Trade-based side: Aggr.trade yes, ChartsPod ?. Cross-venue aggregation: Aggr.trade yes, ChartsPod part. Venue-specific view: Aggr.trade part, ChartsPod yes. History without server: Aggr.trade no, ChartsPod yes. Open source: Aggr.trade yes, ChartsPod ?.Aggr.tradeChartsPodTrade-based side●?Cross-venue aggregation●◐Venue-specific view◐●History without server○●Open source●?● yes ◐ partial / depends ○ no ? not verified
'?' = not stated in the material reviewed; verify in product. Original ChartsPod editorial graphic.
ChoiceEffect on CVD
All venues aggregatedOverall flow, mixed participants
Spot onlyCash flow
Perp onlyLeverage flow
One venueComparable with that venue's price

Aggregation trade-off

A delta summed across ten venues can disagree with the price of the one venue you trade. Keep a venue-specific view next to the aggregate.

CVD data-quality testCVD data-quality test: Trade-based or estimated; Venue and contract; Anchor/reset; Spot and perp separate; Same window in both tools.CVD DATA-QUALITY TESTTrade-based or estimatedVenue and contractAnchor/resetSpot and perp separateSame window in both tools
Run the same window in each tool and compare. Original ChartsPod editorial graphic.

Conclusion

Related: Aggr.trade vs ChartsPod for Intraday Historical Data: Feature Coverage, Cross-Exchange Tape Aggregation in Crypto: What Price Response Adds to the Reading.

Open the same market in ChartsPod to compare.

Open BTC/USDT in ChartsPod

Use Aggr for live cross-venue flow and ChartsPod for venue-specific CVD with replay.

See Aggr.trade vs ChartsPod for CVD Data Quality on live data in the free ChartsPod terminal.

Open the ChartsPod terminal

Questions readers ask

Is Aggr's delta trade-based?

It aggregates live trades, so side comes from trades.

Does Aggr mix venues?

Yes, the ones you select.

Does Aggr keep history?

Only with aggr-server.

Sources and methodology

Product details come from each provider's official pages or repositories as read on 17 October 2026 (Aggr README/CHANGELOG, Bookmap crypto page, Exocharts site, Coinigy Boards announcement, TradingView support pages, DEX Screener and CoinGecko docs); TensorCharts could not be read directly. ChartsPod from its public pages. '?' marks capabilities not stated in the material reviewed, not absent features.

  1. Aggr repository README — exchanges, aggregation, audio, history via aggr-server.
  2. Aggr changelog — workspaces, audio thresholds, liquidations, alerts.
  3. ChartsPod: product overview, pricing and FAQ — free terminal, venues, modules, no order placement; checked 17 Oct 2026.

This article explains research tools and workflows. It is not financial advice, does not recommend buying or selling any asset and does not predict prices. Crypto derivatives carry a risk of rapid and total loss of margin.

CHARTSPOD EDITORIAL EDITION · RESEARCH AND EDUCATION ONLY · NOT FINANCIAL ADVICE.