Novus vs Unitrader

Novus and Unitrader are both business tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

Novus

Novus scans your codebase, auto-instruments product analytics without requiring engineers to tag events by hand, and monitors user flows for regressions — flagging broken interactions before they reach production. The agentic layer goes further: it reviews pull requests for UX issues, proposes fixes, and can open its own PRs with remediation code, though a human signs off before anything merges. That approval gate is a deliberate design choice, not a limitation. Where the system strains is on the monitoring side: the scraped page content available does not confirm depth of support for complex branching flows or highly customized event schemas, so teams with mature, bespoke analytics stacks will need to validate fit before migrating.

Unitrader

The workflow is paper trading first — agents run against real markets with simulated money so you see the logic before any real capital moves. When you connect a live exchange account via read/trade API, the agents handle research, risk monitoring, and execution while your funds stay in your own account. The free tier caps trades at five per month, which is enough to validate the system but not to run a real strategy. Full automation is a paid-only feature, so teams expecting unattended live trading hit that wall quickly. The exchange roster at launch covers US stocks via Alpaca and crypto via Coinbase — a narrow integration list that excludes most international brokers.

Attribute	Novus	Unitrader
Pricing	Paid	Paid
Price	—	$9.99/mo
Free trial	No	14 days
Open source	No	No
Has API	Yes	No
Self-hosted option	No	No
Platforms	Web (SaaS); integrates with GitHub	Web
Released	2026-03-25	—
Pros	Automatic codebase instrumentation without manual event tagging, so engineers stop losing sprint time to analytics upkeep every time a feature ships. Regression detection before production, which means broken user flows surface in review — not in a customer support ticket three days after release. PR-level UX review with generated fix proposals, so code moving fast through AI-assisted development gets a behavioral sanity check that manual review at speed cannot reliably provide. Unified monitoring of both human and agent-driven user flows, so product teams running AI features do not have to stitch together separate observability tools to see the full picture. Human approval required before any proposed code change merges, so the agentic layer accelerates without removing accountability from the team shipping the product.	Paper trading runs the full agent stack against live market data before any real capital is connected, so you can audit the system's decision logic and risk behavior without financial exposure. Funds never leave your own exchange account — Unitrader connects via read/trade API only — which means you are not exposed to custodial risk from the platform itself. Every AI decision produces a plain-English explanation accessible via chat, so you can interrogate trade rationale rather than treating the system as a black box. Positions are re-evaluated every five minutes with automatic stop-loss and take-profit adjustments, which means the system responds to intraday moves without requiring you to monitor screens. Chat-based market analysis is unlimited across all tiers, so even users on the free tier can use the AI for research and reasoning even when trade execution is rate-limited.
Cons	No self-hosted deployment option is available, which means teams with data residency requirements or air-gapped environments cannot use Novus at all — those teams evaluate on-premises analytics platforms instead. Open beta status means the pricing model is not fixed; teams building production dependencies on Novus are accepting the risk of a cost structure change mid-roadmap, and teams with tight budget predictability requirements are better served by a tool with announced pricing. The automated instrumentation model assumes Novus can adequately represent your event taxonomy — teams with mature, deeply customized analytics schemas tied to external data warehouses or BI pipelines will hit a compatibility ceiling and either maintain a parallel manual instrumentation layer or migrate to a purpose-built pipeline tool.	Full automation mode — where trades execute without manual confirmation — is a paid-only feature. Free-tier users who connect a live account are limited to five trades per month, which makes running any real strategy on the free tier impractical. The upgrade path is required before the core automation value is accessible. Exchange support covers only Alpaca for US stocks and Coinbase for crypto. Traders using Interactive Brokers, Kraken, Binance, or any non-US brokerage have no integration path at launch. Teams with existing positions on unsupported exchanges cannot use Unitrader for live trading and must either migrate exchange relationships or abandon the tool. There is no API or extensibility layer documented on the page. Teams that want to pipe Unitrader signals into their own risk systems, logging infrastructure, or dashboards have no programmatic way to do that — they are limited to the platform's own performance dashboard and Telegram/WhatsApp alerts. The vendor states explicitly that Unitrader is not regulated by the FCA. For any team deploying this in a context where financial software regulatory status matters — corporate accounts, managed portfolios, or markets with strict fintech oversight — this is a hard blocker that no feature upgrade resolves.

Bottom line

Only Novus exposes a public API. Choose based on which difference matters most for your workflow.

Frequently asked questions

What is the difference between Novus and Unitrader?

Novus is Paid, while Unitrader is Paid. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is Novus better than Unitrader?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.