How we compare
An honest comparison.
The pitch we will not make is "we do everything they do, and more." each of these products was built with a particular reader in mind, and each does its thing well. this is where the loop is different — data → idea → code → backtest → deploy → attribute → publish, in one product, for the Indian retail and family-office trader.
| capability | vajraquant | Bloomberg | QuantConnect | TradingView | broker-native |
|---|---|---|---|---|---|
plain-english → code (white-box) AI writes Python you can read and edit; not a signal you obey. | yes | — | partial | — | — |
backtest + replay bar-by-bar step every panel in sync at the moment the strategy decided. | yes | — | yes | partial | — |
overfitting made visible in-sample/out-of-sample by default, concentration warnings, verdict at the top. | yes | — | partial | — | — |
live execution, broker-agnostic adapter pattern; not locked to one broker; SEBI algo-ID tagged. | yes | partial | — | partial | single broker |
shadow trading before live paper alongside live, divergence shown, honest slippage attribution. | yes | — | — | — | — |
kill switch, two-tap on mobile per-strategy, per-account, global. always visible in app chrome. | yes | — | partial | — | partial |
consolidated news, symbol-tagged RSS + filings + regulator + AI summary + per-symbol sentiment. | yes | yes | — | partial | — |
CA-ready tax export (India) FIFO lot ledger, Section 112A, ICAI turnover, ITR-utility JSON. | yes | — | — | — | partial |
multi-entity + family office individual, HUF, trust, LLP; consolidated net worth; insider module. | yes | partial | — | — | — |
strategy sharing without signal-selling fork the code, run it in your account. no leaderboard of returns. | yes | — | partial | partial | — |
priced for a retail trader in India INR pricing, credit-metered, hard billing cap. | yes | — | — | yes | yes |
"partial" and "—" reflect the shape of the product, not our judgement of it. every product on this table exists because someone built it well for somebody. this matrix is about what a self-directed Indian trader gets from one loop.
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