Composer vs Filed
Which Finance AI tool is better in 2026?
Composer
AI-native automated investing and algorithmic trading
Filed
AI that automates the full lifecycle of tax returns
Side-by-side
Filed is the more established option (raised $17.2M), but Composer is cheaper to start.
| Metric | Composer | Filed |
|---|---|---|
| Taglinei | AI-native automated investing and algorithmic trading | AI that automates the full lifecycle of tax returns |
| Foundedi | 2020🏆 | 2024 |
| HQi | Toronto, CA | New York, US |
| Employeesi | 51-100🏆 | 11-50 |
| Neuron scorei | 75🏆 | 63 |
| Total fundingi | $16.7M | $17.2M🏆 |
| Latest roundi | Series A · Oct 2022 | Seed |
| Valuationi | —🏆 | — |
| Cheapest paid plani | —🏆 | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✓ | ✓ |
| Top tier pricei | — | Pricing not disclosed |
| Pricing summaryi | 1 published plans | Free trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Composer and Filed.
| Capability | Composer | Filed |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✓ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Composer
- Higher Neuron score (75 vs 63)
- Lower starting price ($20/mo)
- More mature (2020)
🔵 Strengths of Filed
- Has raised more capital ($17.2M vs $16.7M)
- Newer company (2024)
Which should you choose?
Choose Composer if price matters most — it starts at Free trial · From $20/mo, which is friendlier for teams watching burn. Both AI Finance tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Filed if you want the most established option — it has raised $17.2M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Composer vs Filed — which is better?
It depends on your priority. Composer is the leaner option; Filed has broader feature depth. See the side-by-side table above.
Is Composer cheaper than Filed?
Yes — Composer's cheapest paid plan is Free trial · From $20/mo, while Filed's is Free trial.
Do Composer and Filed offer free plans?
Composer: Free trial only. Filed: Free trial only.
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