Quintarthai vs the alternatives
We built Quintarthai to bring EDGAR filings, SEDI-derived insider context and Canadian regulatory (CSA / NI 43-101) grounding into one research workflow. Here's how we stack up against the tools Canadian investors usually compare us to.
How to read this page. “—” means no public evidence found on that vendor’s own website when we checked it (17 July 2026). It is not a claim that the vendor lacks the capability — we did not inspect their paid or logged-in products. Competitor pricing and features change; check each vendor’s own site before relying on anything here. Corrections: admin@quintarthai.com.
TL;DR. Each of these tools is strong at what it does. Canadian Insider is built on Canadian SEDI insider filings and also carries US SEC insider alerts. Koyfin and Stockanalysis.com are excellent broad-coverage research tools. What none of the three combines in one product is Canadian regulatory grounding (a CSA / NI 43-101 mining-geology corpus) alongside SEDI-derived insider context, and a cross-border FX-adjusted spread engine. If you care about TSX/TSX-V or dual-listed names, you either pay for an institutional terminal or you stitch together three or four tools. Quintarthai replaces that stitch.
Cross-border research features
| Feature | Quintarthai | Koyfin | Stockanalysis.com | Canadian Insider |
|---|---|---|---|---|
| SEDAR+ filings (CA) | Regulatory filing-requirements context via Quinn (RAG-grounded CSA / NI 43-101 corpus) — SEDAR+ documents not ingested | — | — | — |
| SEDI insider data (CA) | Insider context via Quinn | — | — | Yes — core product |
| EDGAR filings (US) | Full XBRL ingest | Yes | Yes | — |
| SEC Form 4 insider trades | Yes, with context tagging | S&P 500 free, global on paid | Not advertised | Yes — US SEC insider alerts |
| TSX & TSX-V coverage | Native, with venture-tier flags | CA listings with Capital IQ fundamentals | Full TSX/TSXV pages with fundamentals | Yes — incl. TSX-V |
| Dual-listed FX-adjusted spread | Live, with volume divergence | — | — | — |
| NI 43-101 RAG (mining geology) | 415-chunk corpus, US + Canada (federal + provincial) | — | — | — |
| S-K 1300 RAG (US mining) | Yes, in same corpus | — | — | — |
| Flow-Through Share calculator (CA) | All provinces, Regular + Super FTS | — | — | — |
| Blue Sky exemption checker (US) | 50 states + DC | — | — | — |
| Delisting risk scorer | 0–100 composite live (float concentration · promotional-language screen · jurisdiction/audit-firm tier) | — | Historical delisting list only | — |
General research features
| Feature | Quintarthai | Koyfin | Stockanalysis.com | Canadian Insider |
|---|---|---|---|---|
| Futures positioning (CFTC COT) | CFTC Commitments of Traders positioning inline with the forward curve, monthly seasonality and a composite technical reading · weekly CFTC data (~3-day publish lag) | Front-month futures prices (end-of-day) · COT positioning not advertised (checked 26 Jul 2026) | Not advertised — stocks, ETFs and IPOs (checked 26 Jul 2026) | — |
| Options & equity screener | 231 filters across 26 categories (IV-Rank · V/OI · DTE · Mkt Cap · Sharia flag · Cross-border flag · Delisting risk · Price range · ATM IV · Exchange US/CA) across a 13,500+ ticker US+CA universe (stocks & ETFs) (59 dual-listed pairs) · US options screener (EOD) | Equity/ETF: yes, 5,900+ filter criteria · Options: not launched (“coming”, per their site) | Equity: yes, extensive · Options: not advertised | Equity screening only (detailed screener is institutional-tier) |
| ETF screener | Yes, categorized | Yes | Yes | — |
| IPO calendar | US + CA | US only | Yes | — |
| Global indices | Yes | Extensive | US focus | — |
| Price charts & indicators | Interactive charts (TradingView-powered) with technical overlays | Professional-grade | Good | Yes (TradingView-powered) — insider activity overlaid on chart (their flagship) |
| Analyst consensus targets | Live (licensed market-data feed) · mean / high / low price targets · buy/hold/sell rec · # analysts · computed upside % (illustrative · AAPL, ~Apr 2026: Mean $305.28, 42 analysts, +4.1% upside, BUY) | Yes | Yes | — |
| Forward analyst estimates | ✓ Current-FY and next-FY consensus EPS + revenue · estimate count · 30-day revision · screener columns and an Estimates preset (4,231 of 9,622 stocks carry a next-FY estimate — analyst coverage limits the rest) | Yes — 10 years on Plus and above, deeper than ours (checked 2026-07-25) | Yes — ~3 forward years (checked 2026-07-25) | — |
| Portfolio tracking & brokerage sync | Partly. Position tracking is live — holdings table with average cost, live price, market value and P&L, USD/CAD with live FX, CSV import for Questrade, Wealthsimple and IBKR exports, plus benchmark analytics against the S&P 500. What we do not have: brokerage sync. There is no OAuth connection to a broker, and holdings are stored in your browser on a single device rather than on your account, so they do not follow you between devices. (Verified on our own live app 2026-07-25.) | Yes — portfolios on the free tier, advanced analytics on a paid tier, plus custodian integrations (checked 2026-07-25) | Yes — watchlist-based portfolios with brokerage sync (checked 2026-07-25) | — |
| Consensus revision archive (own snapshots) | ✓ We snapshot analyst consensus daily and keep the series · target and rating history, revision deltas, upside-to-target · an unchanged consensus is reported as unchanged rather than smoothed into a trend (archive began 2026-07-10 and deepens daily) | Estimate-revision screener filter (checked 2026-07-25) | — | — |
| Deterministic red-flag block | ✓ Per-company flags assembled from the models above, each citing the model’s own documented threshold · severity elevated / watch · a company with none triggered is told so explicitly (descriptive research signals — not a rating or recommendation) | Not advertised | Not advertised | — |
| Provenance & click-to-source | ✓ SEC EDGAR filing index + raw XBRL company facts per ticker, plus the runnable API calls to reproduce our figures independently (both primary-source links verified live) | — | — | — |
| Top institutional holders (13F) | Live · top 10 holders, share count, % held, value, quarter-over-quarter Δ (illustrative · AAPL, ~Apr 2026: Vanguard 9.71% · Blackrock 7.86% · State Street 4.11%; 7,572 institutions hold 67.6%) | Not advertised | Not advertised | — |
| 10-Q diff & context | ✓ Latest vs previous 10-Q dates, days between, 8-K events filed in between (illustrative · AAPL, ~Apr 2026: 91 days between, 3 8-Ks flagged) | — | — | — |
| News sentiment + relevance | ✓ V1 keyword-scored · ↑ bullish / — neutral / ↓ bearish per article + per-ticker relevance badge (illustrative · AAPL, ~Apr 2026: 2 bullish, 8 neutral, 0 bearish, 4 directly relevant) | Display only | Display only | INK research commentary |
| Earnings call transcripts | Yes — licensed-provider transcripts with in-app transcript search + summaries, live today | Yes | Links out | — |
| Fundamental data depth | 22 normalized KPIs (Mkt Cap · P/E TTM+Fwd · EBITDA · Rev + Rev/EPS Growth · Gross/Op/Profit Margins · ROE · ROA · FCF · Op CF · Total Debt · Cash · D/E · Current & Quick Ratios · Rev/Share · Div Yield · Payout Ratio) + up to 18-20 years annual fundamentals (SEC EDGAR XBRL) · 5y daily / 20y weekly / MAX monthly price charts | 10 yrs annual / 40 qtrs (advertised) | 10–40 years (advertised) | — |
| Conversational AI assistant | Quinn (RAG on regulations) | — | — | — |
| Built-in API access | Live on every tier incl. free Core | No API advertised (any tier) | Limited | — |
Quintarthai-unique differentiators — what only we ship
| Feature | Quintarthai | Koyfin | Stockanalysis.com |
|---|---|---|---|
| Cross-border + mining vertical (where Quintarthai wins) | |||
| Cross-Border Ratio Chart (dual-listed) | ✓ FX-adjusted spread engine live (US vs CA, in bps). Transaction-cost stack + leg-sizing planned. | — | — |
| NI 43-101 Drill Interpreter | ✓ Grade × thickness, deposit-type-aware | — | — |
| S-K 1300 / NI 43-101 disclosure analysis | ✓ Paste-in disclosures parsed under both standards (metric & imperial) · resource-category extraction · cross-standard mapping via regulatory corpus | — | — |
| Blue Sky checker (US, 50 states + DC) | ✓ State-by-state exemption flags | — | — |
| FTS (flow-through share) calculator | ✓ CDE/CEE eligibility + 100% deduction model | — | — |
| SEDAR+ × SEDI integration | Canadian regulatory + SEDI-derived insider context in one workflow (SEDAR+ documents not ingested) | EDGAR only | EDGAR only |
| AI + research moat | |||
| Domain-trained regulatory RAG | ✓ 415 chunks · US + Canadian securities regulation plus international frameworks (NI 43-101, S-K 1300, JORC, Reg S-K/D, IFRS, etc.) | — | — |
| Primary LLM inference | Multi-provider LLM fleet with deterministic-first tool routing (AI retrieves and explains; it never computes the numbers) | — | — |
| Full microstructure pane | ✓ VPIN score (Easley & O'Hara) · Toxicity Level (LOW/NORMAL/ELEVATED/HIGH) · Order Flow (Buy/Sell %) · Order Imbalance % · Volume Bucket History · Participant Profiling (MM / Retail / Institutional dominance) (illustrative · AAPL, ~Apr 2026: VPIN 28.5%, Tox LOW, Buy 57.5%, MM-dominated 60%) | — | — |
| Confluence Score Band (historical visualization) | ✓ 6-component composite (Trend 25% + Momentum 20% + Volatility 15% + Volume 15% + S/R 15% + Sentiment 10%) rendered as a color-coded histogram across the full price history | — | — |
| Auto Pattern Recognition | ✓ Head & Shoulders, Double Top, Double Bottom auto-detected from 5-bar fractal pivots, rendered as colored arrows directly on candle chart | — | — |
| Quinn AI Auto-Apply (regime-aware) | ✓ Quinn detects current market regime (Strong Uptrend / Strong Downtrend / Range-Bound / High-Vol / Transitional) from ADX + RSI + ATR/price · auto-applies 5-7 indicators with reasoning banner | — | — |
| Volatility-adaptive RSI | ✓ RSI period auto-tunes to current volatility regime (ATR/price <1% → period 9, 1-2% → 14, 2-3% → 18, >3% → 21). Snappier in calm tape, smoother in storms. | Fixed period | Fixed period |
| Delisting Risk model | ✓ 0–100 composite model live — three weighted pillars: float concentration · promotional-language screening (on submitted disclosure text) · jurisdiction risk incl. audit-firm tier and shell/reverse-merger flags. Delisting-risk filter available in the screener. A price/liquidity tier overlay (price · market cap · 90d drawdown · 30d avg volume) is built but not yet live. | — | — |
| Form 4 Insider Activity Timeline | ✓ Filing-count aggregation over 30d / 90d / 365d with elevated-cadence flag (illustrative · AAPL, ~Apr 2026: 4 / 15 / 39 filings, elevated). Per-executive parsing + Green Diamond clustering planned. | Display only | Not advertised |
| Sharia compliance screening | ✓ 6 standards (AAOIFI · DJIM · FTSE Yasaar · MSCI Islamic · MSCI Islamic M-Series · S&P Shariah) · full TSX/NYSE/NASDAQ · purification calc · details | — | — |
| Trust, security & compliance posture | |||
| HSTS preload + nonce CSP + strict-dynamic | ✓ All headers live | Standard HTTPS | Standard HTTPS |
| PIPEDA + Quebec Law 25 compliant | ✓ Canadian-controlled company · service hosted in the US · auth-gated APIs | — | — |
| Public AI transparency disclosure | ✓ Per-engine architecture / training / limits at /legal/ai-transparency.html | — | — |
| PWA installable + Web Push alerts | ✓ Manifest + service worker + VAPID-signed price/filing pushes | — | — |
| SEO + organic distribution | |||
| Per-ticker SEO landing pages | ✓ 10,400+ pages (NYSE/NASDAQ/TSX/TSX-V) · pre-generated · deep-linked to dashboard | — | Some |
Beyond the direct-competitor lens: where Quintarthai wins specific niches
The first table compares us against direct prosumer-research competitors. The reality is that most retail/prosumer investors stitch several tools together. Here's how Quintarthai holds up against the specialists.
| Specialist | What they own | Where Quintarthai wins |
|---|---|---|
| TradingView | Best-in-class charting, indicator scripts, social ideas | We don't try to displace it. Many of our users keep TradingView open for charts and Quintarthai for cross-border filings, NI 43-101 grounding, and AI research. |
| TIKR | 100K+ stocks across 130 countries with translated filings | TIKR is breadth; Quintarthai is depth on NA quant models and filings. We cover 13,500+ NA tickers with deep-linked EDGAR context and Canadian regulatory grounding + cross-border arbitrage tooling TIKR does not offer. |
| GuruFocus | 30-year historical fundamentals, value-investor lens, guru holdings | We have shorter history (up to 20yr via XBRL), but we own the cross-border dual-listing/tax tooling and NI 43-101 mining analysis that GuruFocus does not offer. |
| Schwab Global Account | Equity execution in 30 foreign markets, dedicated 3rd-party research | We don't execute trades; we're a research layer. We complement Schwab — not compete with it. |
| Perplexity Computer (Feb 2026) | 19 multi-model collaborative AI agents · $20-40/mo · positions as Bloomberg-Terminal alternative · Perplexity CEO has walked back the “Bloomberg killer” framing | Multi-agent collaboration is impressive for general synthesis but can be inaccurate on jurisdiction-specific regulation in our testing. We compete on verified grounding (415-chunk hand-curated corpus · retrieved source passages attached as citations on grounded responses). Different problem class — Perplexity for “summarize this 10-K,” Quintarthai for “does NI 43-101 §2.1 require an updated technical report after a 12% grade revision.” |
| FactSet | Enterprise data terminal (pricing not published; customized per firm) · deep alt-data sets · agentic stack (Mercury, Transcript Assistant, MCP suite) | Different market entirely. FactSet targets institutional desks. Quintarthai at $0–$499.99/mo serves prosumers locked out of enterprise pricing. |
| Fiscal.ai (formerly FinChat.io) | Conversational AI specialised for finance · segment KPIs on ~2,100–2,500 companies beyond standard financials (subscriber growth, ARPU, same-store sales, booking rates) · Free · $49/mo · $99/mo | Fiscal.ai's KPI moat is real — global, not just US large-caps — and we don't match it. Our wedge is cross-border + mining: NI 43-101 grounding, SEDI insider context, FTS calculation, dual-listed FX-arb. Fiscal.ai does not advertise mining-specific tooling (NI 43-101 / S-K 1300); Canadian coverage is part of its 13k-company feed. Honest table position: tied on AI; behind on KPI extraction; ahead on regulatory + cross-border. |
| Gainify | 17,600+ users · most feature-rich free tier in market (forever-free, no card) · AI earnings call summaries · top-investor + Congress-insider tracking · $7.99-26.99/mo annual | Gainify's pricing pressure is real. Their free tier covers AI earnings-call summaries; our licensed transcripts + summaries are live today too. We compete on depth not breadth: a Quintarthai user gets cross-border arbitrage, NI 43-101 drill grade math, Blue Sky 50-state checks — none of which Gainify has. Different audiences: Gainify for general retail, Quintarthai for cross-border + mining specialists. |
| AlphaSense | Mar 2026: launched custom AI agents + AI-Led Expert Calls (Tegus expert network · neutral AI interviewer · MNPI-safe) · 280,000+ expert transcript library (per their site, Jul 2026) · enterprise pricing | AlphaSense is enterprise tier (pricing not published). Different market. We don't have an expert-call network and won't build one — we ground on regulatory primary sources not expert opinions. AlphaSense's expert calls solve the “industry insider context” problem; we solve the “jurisdiction + filing + drill grade” problem. |
| Bloomberg ASKB (in beta by Feb 2026; roadmap Apr 2026) | Bloomberg's natural-language AI agent. Builds investment screens via prompt · requires a Bloomberg Terminal seat (pricing not published) | Bloomberg ASKB — alongside FactSet's agentic stack (Mercury, Transcript Assistant, MCP suite) — confirms that AI-on-top-of-domain-data is the winning architecture; same conclusion we built around in 2026 with Quinn + 415 chunks. ASKB's moat is the underlying Terminal data; ours is the regulatory corpus + cross-border vertical at a fraction of the price. |
| Claude for Financial Services (Anthropic, Jun 2025) | Anthropic's purpose-built finance product — Claude with finance-tuned tools, Bring-Your-Own-Data integration, designed for buy-side workflows · enterprise contracts | Claude for Financial Services is platform infrastructure (an LLM plus tools) for institutions to build internal apps. Quintarthai is a finished prosumer product with proprietary engines. We use Claude Haiku 4.5 as one of our LLM fallbacks, but our value is what we built on top — the corpus, the engines, the cross-border math. |
| Danelfin | AI Score (1-10) on US + EU equity for retail investors · explainable-AI marketing · subscription tiers $19-49/mo | Danelfin is an alpha-signal product (single-number score). Quintarthai is a research workspace. Different unit of work: you'd use Danelfin for a 10-second “is AAPL a buy” signal; you'd use Quintarthai for a 30-minute “is this Canadian junior's NI 43-101 economic, what does the SEDI insider tape say, what's the dual-listed arb opportunity” deep-dive. |
Why Quintarthai isn't “just a wrapper around free APIs”
A common critique of new fintech research SaaS: “you're just a UI on top of market-data + EDGAR.” That critique is fair for many platforms. Here's what Quintarthai actually builds, beyond data plumbing:
| Proprietary engine | What it actually does | Why a wrapper can't replicate it |
|---|---|---|
| Quinn Regulatory RAG | Conversational answers grounded on 415 hand-curated chunks spanning US and Canadian securities regulation plus international frameworks (NI 43-101, S-K 1300, OSC/AMF/ASC, Reg S-K/S-X/D/A+, IFRS 9/15/16, MJDS, Volcker, FCPA, OFAC). | Curating & chunking the corpus took weeks. Tuning retrieval and citation behaviour took longer. A wrapper would generate plausible answers; ours attaches the retrieved source passages as citations. |
| Cross-Border Ratio Chart (dual-listed) | FX-adjusted spread (US vs CA, in bps) live across dual-listed CA/US issuers. Transaction-cost stack + leg-sizing on roadmap. | FX-adjusted spread math across dual-listed pairs is finance domain logic most platforms don't bother with. We ship the engine now and the cost-stack math next. |
| NI 43-101 Drill Interpreter | Parses drill assay tables, computes grade × thickness, classifies deposit-type-specific economic thresholds (orogenic vs porphyry vs VMS vs IOCG). | Requires geological domain knowledge encoded in code. Generic LLM agents (Perplexity etc.) consistently miss the deposit-type nuance. |
| Form 4 Insider Activity Timeline | Filing-count aggregation from SEC EDGAR — 30d / 90d / 365d cadence with elevated-cadence flag. Per-executive parsing + Green Diamond clustering on roadmap. | Aggregation pipeline is engineering work, not a wrapper. Per-executive parsing is planned. |
| VPIN Microstructure | Volume-synchronized Probability of Informed Trading (Easley & O'Hara, 2012). Flags toxic order flow from delayed/EOD volume data. | Academic algo with non-trivial implementation. Few prosumer platforms bother with this. |
| Composite Intelligence Score | Meta-score aggregating Risk + Fundamental + Momentum + Volume + Insider sub-scores. Deterministic aggregation; sub-sources documented at /legal/ai-transparency.html. | Requires running & maintaining 5 separate scoring engines first. |
| Delisting Risk model | 0–100 composite model live — three weighted pillars (float concentration · promotional-language screening on submitted text · jurisdiction risk incl. audit-firm tier). A price/liquidity tier overlay (price · market cap · 90d drawdown · 30d avg volume) is built but not yet live. | The composite encodes deterministic risk logic that wrapper platforms don't compute; the scoring and weights are engineering work, not a wrapper. |
Where competitors beat us today — honest gaps
We track AI-fintech competitors weekly. Here's where they're objectively ahead of Quintarthai right now — and we're not going to pretend otherwise.
| Capability | Who has it | What we have today | Why we don't have it yet |
|---|---|---|---|
| Earnings-call transcripts + AI summaries | Gainify, Fiscal.ai, AlphaSense, Koyfin | Closed. Earnings-call transcripts (licensed provider) + in-app transcript search + summaries are live today. | Transcript ingestion was deprioritised behind regulatory RAG; now shipped. |
| Custom KPI tracking (subscriber growth, ARPU, same-store sales, booking rates) | Fiscal.ai (segment KPIs on ~2,100–2,500 companies) | 22 normalized KPIs as of 2026-05-11 (up from 16) — Mkt Cap · P/E TTM+Fwd · EBITDA · Rev + Rev/EPS Growth · 5 Margin types · ROE/ROA · FCF/Op CF · Debt/Cash/D/E · Current+Quick Ratios · Div Yield/Payout. Mining-vertical 50-KPI moat still planned. | Partial close 2026-05-11. Long extraction-+-curation effort remains for the deep KPI tail. |
| Top-investor + Congress-insider holdings tracking | Gainify (free tier), Whale Wisdom, Quiver Quant | Partial close 2026-05-11. 13F top-10 institutional holders now live on Charts tab Research section (share count, % held, value, QoQ Δ). | 13F ingestion shipped earlier than planned. |
| Expert-call network (industry primary research) | AlphaSense (incl. Tegus — 280,000+ transcripts per their site, Jul 2026) | None. | Expert networks require legal + compliance infrastructure (MNPI safeguards). Not pursuing — out of scope for prosumer pricing. |
| Thousands of screening filter criteria | Koyfin (5,900+ filter criteria) | 231 filters across 26 categories (up from 6) — IV-Rank, V/OI, DTE, Mkt Cap, Sharia flag, Cross-border flag, Delisting risk, Price range, ATM IV, Exchange US/CA. | Will not match Koyfin's 5,900+ filter criteria by design — we prioritise filter depth on cross-border attributes over filter breadth. |
| Professional-grade charting (TradingView-class) | TradingView, Koyfin | Interactive charts (TradingView-powered) with technical overlays. | We don't try to displace TradingView. Users keep TradingView open alongside us. |
| Analyst consensus targets | Koyfin, Stockanalysis, Gainify | Closed 2026-05-11. Live via licensed market-data feed — mean / high / low / # analysts / buy-hold-sell / upside %. | Shipped via licensed market-data feed. On Charts tab Research section. |
| Multi-agent collaborative AI | Perplexity Computer (19 models) | Single-agent Quinn — multi-provider LLM fleet with deterministic-first tool routing (AI retrieves and explains; it never computes the numbers). | Quinn-as-orchestrator over specialist sub-agents (regulatory · drill · cross-border · sentiment) is a 2026-Q4 design study. |
Roadmap response — what we're shipping in answer
Honest gaps deserve honest commitments. Here's the schedule:
| Quarter | Shipping | Closes which gap |
|---|---|---|
| Q2 2026 (May-Jun) | ✓ Analyst consensus shipped 2026-05-11 (licensed market-data feed) · screener filters partial-shipped 2026-05-11 (6→9 sections) · Quinn multi-step planning (sub-agent prototype) | Analyst targets gap CLOSED · screener gap partial · multi-agent gap |
| Q3 (Jul-Sep) | ✓ Earnings-call transcripts + summaries live (licensed provider) · ✓ 13F top-10 holders shipped 2026-05-11 · custom-KPI extractor partial-shipped 2026-05-11 (16→22 KPIs; mining-vertical 50-KPI moat still on plan) | Transcripts gap CLOSED · top-investor gap partial · KPI gap partial |
| Q4 2026 (Oct-Dec) | Multi-agent Quinn (regulatory · drill · cross-border · sentiment specialists) · Mining-vertical KPI moat (production guidance vs. actuals across 500 mid-cap producers) | Multi-agent gap · positions us ahead of Fiscal.ai on mining-vertical KPIs |
| Q1 2027 | Real-time options chain + flow analysis · SEDI behavioural tagging across CSA jurisdictions | Enriches insider-tape moat · (public REST API + hosted MCP + Sheets already live on all tiers incl. free) |
2026 competitive landscape — AI-first players are reshaping the market
Three structural shifts we're tracking, plus our positioning against each:
| Shift | Evidence | Our position |
|---|---|---|
| 1. AI agents going prosumer-priced ($20-99/mo) | Perplexity Computer (Feb 2026 · $20-40/mo, 19 collaborative AIs) · Fiscal.ai ($49-99/mo · segment KPIs on ~2,100–2,500 companies) · Bloomberg's ASKB (in beta by Feb 2026) | Quintarthai Trader $54.99/mo / Apex $249.99/mo positions in the same band. Our differentiator isn't price — it's the cross-border + mining vertical that none of these target. |
| 2. Multi-agent collaboration is the new frontier | Perplexity Computer's 19-model architecture · AlphaSense's custom AI agents (Mar 2026) · OpenAI / Anthropic computer-use APIs | Quinn is single-agent today. Q4 2026 we're prototyping a Quinn-orchestrator-over-specialists design (regulatory · drill · arb · sentiment specialists). Different architecture: domain-specialist sub-agents not just LLM-collaboration. |
| 3. Free tiers are now feature-rich (race-to-the-bottom on entry) | Gainify free forever · Fiscal.ai free tier · Stockanalysis ad-supported free · Perplexity Finance free | Quintarthai Core (free, 30 Quinn queries/month, basic screeners) is competitive on free-tier breadth but not as generous as Gainify. Strategic call: keep free as “wedge” not “product.” |
Threats we acknowledge — and how Quintarthai answers them
External analysts have called out four structural risks for retail-research SaaS. We agree they're real. Here's specifically how our architecture is positioned to defend each one.
| Threat | The critique | How Quintarthai answers it |
|---|---|---|
| Commoditized data | “If you use market-data / EDGAR, your data is the same as everyone else's. Pros notice and abandon.” | True for raw quote data — we admit it openly. Our edge is interpretation: NI 43-101 / S-K 1300 disclosure analysis, FTS calculation, deposit-type-aware drill analysis, dual-listed FX-adjusted spreads. The structure we apply on top of free data is the moat. |
| AI-agent obsolescence (Perplexity, etc.) | “Generalized AI agents will replace dashboards within 18 months.” | Generalized agents can be inaccurate on regulatory specifics. We deploy a domain-trained 415-chunk RAG over US and Canadian securities regulation plus international frameworks, with retrieved-source citations + tool-call validation. Quinn is built for the “what does NI 43-101 §2.1 say about probable reserves” query type where Perplexity can be inaccurate on jurisdiction-specific regulation in our testing. |
| High CAC ($200-700/user) | “Fintech keywords are the most expensive ad inventory online; CAC will eat margins.” | We don't compete on paid search. Our distribution is SEO-first: 10,400+ pre-generated per-ticker landing pages drive long-tail organic traffic. Companion modules: changelog as “product newsletter,” legal/ai-transparency as trust signal, /compare/ as competitor-keyword capture. |
| Workflow entrenchment | “Users won't migrate from Koyfin/TradingView; their watchlists and screens are entrenched.” | We don't fight that fight. Our wedge is cross-border + mining vertical — an underserved niche where Koyfin and TradingView don't have entrenched workflows. NI 43-101 grounding, FTS calc, SEDI insiders, dual-listed arb — users get these only from us. We complement TradingView (charts) rather than replace it. |
| Data licensing economics (Refinitiv etc.) | “You can't afford institutional data feeds, and free data isn't enough.” | We picked a niche where free official sources are enough — SEC EDGAR XBRL filings are the canonical source of truth, not a substitute. Where we need real-time market data we use market-data and disclose latency openly. Refinitiv pricing isn't relevant to our positioning. |
| Capital floor for prosumer SaaS | Prosumer research SaaS is capital-intensive: several well-funded entrants have struggled to reach sustainable scale. | Atom tried to be a generic retail research platform with a freemium-driven CAC engine. We're vertical-specialist (cross-border NA + mining), bootstrap-funded, SEO-distributed. Different unit economics, different burn rate. |
Recently shipped (Q2 2026)
A live competitor comparison only stays accurate if it tracks our moving target. Highlights from recent releases:
- 2026-05-11 Trading Intelligence overhaul (v0.15.0):
- Charts: 26 technical indicators + 6 Quintarthai-unique differentiators (Confluence Band · Cross-Border Ratio · Sharia Purification badge · Quinn AI Auto-Apply · Auto Pattern Recognition · Adaptive RSI) + 3 trader-archetype templates (Day/Swing/LEAP).
- Research: Analyst consensus targets (licensed market-data feed, 42-analyst depth for AAPL) · 22 fundamental KPIs (was 16) · Top 10 institutional holders with quarter-over-quarter delta.
- News: V1 sentiment scoring (bullish/bearish/neutral) + per-symbol relevance badges.
- Filings: Form 4 insider activity timeline (30d/90d/365d cadence) · 10-Q context diff (8-K events between quarterly filings).
- Onchain: Hash rate, 24h-transactions, DeFi/ETH ratio bugs fixed (blockchain.info → api.blockchain.info migration).
- Microstructure: Full VPIN suite + Toxicity + Order Flow + Participant Profiling.
- Tab consolidation: 24 → 15 tabs with merged Risk / Equity / Heatmap / Journal sections, plus new Settings tab.
- Quinn (host LLM): SP1-SP8 sprint shipped — surrogate-strip, Ollama 60s→300s timeout, nginx 120s→320s, markdown ###/#### + scaffold strip, dedup ai_section, verbosity boost.
- v0.14.0 (Apr 25): Quinn inference moved to a multi-provider LLM fleet with deterministic-first tool routing. Corpus expanded to 415 chunks.
- v0.13.0 (Apr 24): Compliance trust strip (HSTS preload · nonce CSP · PIPEDA · Quebec Law 25 · auth-gated APIs · Canadian-controlled company, service hosted in the US). AI transparency v2 with per-engine architecture/training/limits.
- v0.12.0 (Apr 16): 10,400+ per-ticker SEO landing pages, RSS news cache, /compare/ page (this page) launched.
- v0.11.0 (Apr 5): PWA installable + VAPID Web Push for price/filing alerts. Public /status page with 30-day uptime history.
- v0.10.0 (Mar 18): Trading Intelligence SPA at /trading/ — Market Risk + VIX + Regime + VPIN + on-chain + multi-factor research + backtester. Form 4 insider ingest (hourly). Filing-alert scanner (5-min). Composite Intelligence Score.
- 2026-04-27 re-audit: 17 of 28 audit findings shipped including long-term chart timeframes (1W/1M/6M/1Y/5Y/10Y/20Y/MAX) in Trading Intelligence Charts (was: intraday-only).
- 2026-04-28 /compare/ v2: added 6 new 2026 competitors (Fiscal.ai · Gainify · AlphaSense · Bloomberg ASKB · Claude for Financial Services · Danelfin · Perplexity Computer refresh) · added "Honest gaps" section · added Q2-Q4 2026 + Q1 2027 roadmap commitments · added 2026 competitive landscape analysis (AI-first prosumer pricing · multi-agent collaboration · free-tier race).
The full 2026 competitor landscape — how Quintarthai compares
Every competitor price below was read from that vendor’s own pricing page on 17 Jul 2026 — always verify current rates. Quintarthai runs on delayed / end-of-day market data (not real-time), from a free Core tier up to Prime at $499.99/mo. Feature gaps are stated as “does not offer” (verified against each vendor’s current marketing, not an exhaustive audit).
| Platform | Price (verified 2026-07-17) | Best for | How Quintarthai differs |
|---|---|---|---|
| Broad fundamental terminals & workspaces | |||
| Koyfin | Free · Plus $39/mo billed annually (~$468/yr) · Premium $79/mo annual · Advisor $209–$299/mo annual | Best-in-class interactive charting, macro/FX/rates dashboards, and advisor workflow (model portfolios, custodian sync). | Koyfin is a data-and-visualization terminal you interpret yourself. It documents an Altman Z-Score field; Quintarthai computes eight deterministic models — Altman Z, Ohlson O, Merton distance-to-default, CHS hazard, Piotroski F, Economic-Profit (ROIC−WACC) and Beneish M from filed statements, plus the Corwin-Schultz effective-spread estimator computed from daily high/low bars (populated on 97% of covered stocks) — and VPIN microstructure in the trading suite. Models abstain where inputs are unavailable or inapplicable (banks and insurers are not scored for bankruptcy models). Of these, Ohlson O, Merton DD, CHS, Economic-Profit and Corwin-Schultz are not documented by any platform on this page (checked 2026-07-25). Koyfin does not offer cross-border CA–US tax analysis, NI 43-101 mining coverage, or Sharia screening. |
| Stock Rover | Free · Premium $29/mo annual ($348/yr) · Premium Plus $49/mo · Ultimate $79/mo · Ultimate Pro $149/mo annual | The deepest DIY screening workbench (300–800+ metrics by tier, real US + Canadian coverage, 5–20yr fundamentals). | Stock Rover surfaces metrics and screens for you to interpret; it covers Canadian equities as data but not the cross-border tax mechanics. Ships Altman/Piotroski/Beneish (Premium Plus); does not advertise Ohlson O, Merton DD, CHS, EVA-WACC, Corwin-Schultz, VPIN, mining/NI 43-101, or Sharia screening (vendor metrics documentation checked 2026-07-25). |
| TIKR | Free (US-only) · Plus $17.95/mo annual (~$215/yr) · Pro $37.95/mo annual · Ultimate $79.95/mo annual | Low-cost institutional-style global fundamentals, analyst estimates, and transcripts. | TIKR is a global data/estimates terminal with a guided scenario-valuation builder. It does not offer deterministic bankruptcy/credit-risk scoring, cross-border CA–US tax, NI 43-101, or Sharia screening. |
| Simply Wall St | Free · Premium $10.95/mo billed yearly ($131.40/yr) · Unlimited $21.50/mo yearly ($258/yr) (region-localized) | Beginner-friendly global research + best-in-class portfolio tracker, with the “Snowflake” infographic reports. | It does not offer academic risk models, cross-border tax, or mining coverage; its screener caps Free users at 4 results (10 saved screens on Premium), with no filter library advertised at 231-filter scale. |
| AI-native research tools | |||
| Fiscal.ai (formerly FinChat) | Free · Pro $49/mo ($468/yr) · Max $99/mo ($948/yr) (per their help pages) | A conversational AI over its proprietary financial-data feed (with licensed providers for long-history data), with inline citations and segment-level KPIs. | Fiscal.ai’s AI answers are LLM-generated summaries with citation support. Quintarthai’s scores, valuations and risk models are computed by deterministic engines — the same inputs mechanically produce the same numbers — and the AI (Quinn) is used only to retrieve and explain, never to calculate. |
| Julius AI | Free · Plus $16/mo billed yearly ($192/yr) · Pro $37/mo yearly · credit-metered billing | Open-ended LLM data analysis with built-in US market data (added Mar 2026), warehouse connectors and cited web search. | Julius does not advertise a defined coverage universe, a screener, Canadian coverage, or named deterministic risk models; ad-hoc answers are LLM-generated code, and reproducibility depends on saving a Notebook. Quintarthai’s models are fixed and reproducible. |
| Islamic-finance apps | |||
| Zoya | Free · Zoya Pro $14.99/mo or $119.99/yr (US, per their help center; regional prices vary) | A focused, well-designed halal compliance, portfolio-tracking and trading companion. | Zoya does not offer fundamentals research, quant models, or estimates. Quintarthai folds an opt-in Sharia lens and a purification calculator into a full US+CA research terminal. |
| Musaffa | Free (120,000+ global stock universe) · Foundation $72/yr | The broadest global halal screening + education. | Musaffa’s halal universe is wider than ours (global vs our US+CA focus). Musaffa integrates execution (brokerage + managed portfolios); Quintarthai integrates research depth — Sharia screening + purification inside one deterministic research terminal, and we don’t hold customer money. |
| Enterprise market intelligence | |||
| AlphaSense (incl. Tegus) | Quote-only — no public pricing. Third-party estimates put it in the ~$10k–$40k+/seat/yr range (Vendr / Spendhound) | Institutions needing exclusive licensed sell-side research and 280,000+ expert-call transcripts (per their site, Jul 2026). | A different, complementary tier — an enterprise agentic-research platform over private, licensed content. Quintarthai is a deterministic analytics engine over public filings and market data, at a fraction of the cost. Not a head-to-head substitute. |
Sources: each vendor’s own pricing page (Koyfin, Stock Rover, TIKR, Simply Wall St, Julius AI, Musaffa), read 17 Jul 2026; AlphaSense figures are third-party estimates (it publishes no prices). Fiscal.ai and Zoya paid prices per their help-center pages. Comparative statements describe each vendor’s current public positioning and are offered in good faith.
When Quintarthai is the right choice
- You want institutional-grade per-symbol research — analyst consensus + 22 KPIs + 13F top-holders + 10-Q diff context — without paying Bloomberg-Terminal prices.
- You research Canadian-listed names (TSX / TSX-V) and want Canadian regulatory + SEDI-derived insider context in the same workflow as EDGAR.
- You do cross-border arbitrage or want dual-listed spread context before trading.
- You evaluate mining juniors and need NI 43-101 / S-K 1300 grounding on demand.
- You want compliance primitives (Blue Sky checker, FTS calculator) native in the tool.
- You want an AI research assistant trained on regulatory corpora, not a general-purpose chatbot.
When something else might fit better
- If you only research US names and want uniform full-coverage fundamentals across all line items, Koyfin's coverage is more uniform today (10 yrs annual / 40 qtrs advertised; our up-to-18-20-year SEC XBRL depth varies by issuer and reporting history).
- If you want thousands of screener filter criteria right now, Koyfin is ahead (5,900+ criteria vs our 231).
- If you want professional-grade charting with dozens of indicators, Koyfin's charting is stronger.
Still deciding? Start on the free Core plan, kick the tires on the cross-border features above, and upgrade only if they're useful. 30 Quinn queries a month, no card required.