Autumn vs FINNY
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 16, 2026.
Autumn (Web SaaS) and FINNY (Web SaaS) both compete in Lead Enrichment & Waterfall Orchestration. On pricing, Autumn lists $20–$2,400/mo (no free plan disclosed), whereas FINNY lists Custom / enterprise pricing (free plan). Technically, Autumn is rated L3 · Conditional automation with a 2.1/5.0 (Workflow-embedded) moat, while FINNY is rated L3 · Conditional automation with a 3.6/5.0 (Proprietary moat) moat. Corporate profile: Autumn (HQ San Francisco, CA) vs. FINNY (founded 2023, HQ New York, $21.8M funding). Verified by the MarTechRadar Research Desk (Oct 16, 2026 for Autumn; Oct 14, 2026 for FINNY). At a 5-seat team baseline, Autumn starts at ~$20/mo (base) vs FINNY at Custom quote.
Autumn
Autonomous people and company intelligence research agents indexing 1B+ people and 100M+ companies for GTM teams.
5-User Team Cost: ~$20/mo (base) ($20–$2,400/mo) · Autonomy: L3 · Conditional automation · Moat: 2.1/5.0 (Workflow-embedded)
Target fit: B2B SaaS, Marketing & Growth Teams (Web SaaS)
FINNY
Autonomous growth agent platform for financial advisors combining compliance-governed prospect enrichment, propensity scoring, and automated client.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 3.6/5.0 (Proprietary moat)
Target fit: B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) (Web SaaS)
How Autumn and FINNY differ
- Pricing model: Autumn is subscription, FINNY is enterprise / quote.
- Autumn publishes an entry price ($20–$2,400/mo); FINNY does not (Custom / enterprise pricing).
- FINNY has a free plan; none is recorded for Autumn.
- Published tier ladder: Autumn documents 2 priced tiers (Scale $20/mo, Growth $75/mo); FINNY documents 1 priced tier (Free / Sandbox $0).
- Moat tier: FINNY is rated Proprietary moat, Autumn Workflow-embedded.
- Headquarters: Autumn in San Francisco, CA, FINNY in New York.
- Funding stage: Autumn is Seed; FINNY is Series A.
- Company headcount: Autumn is 2-10 employees; FINNY is 11-50 employees.
- Audience: Autumn targets B2B SaaS, Marketing & Growth Teams; FINNY targets B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps).
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose Autumn vs FINNY (and when to walk away)
Choose Autumn if
- Target ICP & Stack Fit: You operate as B2B SaaS and Marketing & Growth Teams requiring a Web SaaS deployment for Sales Intelligence.
- L3 Architecture & Defensibility: Autumn AI combines an index of over 1 billion people and 100 million companies with autonomous web-research agents that synthesize qualitative buying signals into structured CRM and outbound fields.
- Commercial Model Fit: Your procurement budget aligns with $20–$2,400/mo.
Walk away from Autumn if
- Walk away if your workflow requires uncapped enterprise volume on the $20–$2,400/mo entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate deep search wait times: Cached profile lookups return fast, but multi-step web research takes longer per row than static SQL lookups, making it slower for live form routing.
- Walk away if prompt credit burn is a deal-breaker for your team: Broad or vague prompts trigger wider web crawls that use up monthly credits fast, so rev-ops teams must write tight prompts.
Choose FINNY if
- Target ICP & Stack Fit: You operate as B2B Sales Leaders, SDR/BDR Teams and Revenue Operations (RevOps) requiring a Web SaaS deployment for Sales Intelligence, with verified ecosystem connectivity for Outreach, Apollo.io, Twilio Segment.
- L3 Architecture & Defensibility: Proprietary verticalized propensity scoring (F-Score) tailored for financial advisory prospects, coupled with purpose-built compliance guardrails that automate outreach without regulatory breaches under SEC/FINRA scrutiny.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing and want a self-serve free tier for zero-cost initial validation.
Walk away from FINNY if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (FINNY requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate vertical narrowness: The system schema and heuristic scoring models are tightly tailored to wealth management, making cross-industry enterprise deployment unviable without complete re-indexing.
- Walk away if compliance latency is a deal-breaker for your team: Enforcing broker-dealer compliance filters introduces processing latency before message dispatch, preventing instant real-time reactive trigger sequences.
Side-by-side facts
| Field | Autumn | FINNY |
|---|---|---|
| Subtrack | Lead Enrichment & Waterfall Orchestration | Lead Enrichment & Waterfall Orchestration |
| Pricing | $20–$2,400/mo | Custom / enterprise pricing |
| Pricing model | Subscription | Enterprise / quote |
| Published pricing tiers | Scale ($20/mo) · Growth ($75/mo) | Free / Sandbox ($0) · Enterprise / Custom (Custom quote) |
| Free access | No free plan disclosed | Free plan |
| Enterprise plan | Not recorded | Yes |
| AI autonomy level | L3 · Conditional automation | L3 · Conditional automation |
| Moat tier & score | 2.1 / 5.0 · Workflow-embedded | 3.6 / 5.0 · Proprietary moat |
| Delivery | Web SaaS | Web SaaS |
| Audience | B2B SaaS, Marketing & Growth Teams | B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps) |
| Ecosystem integrations | — | Outreach, Apollo.io, Twilio Segment |
| Compliance & governance | — | SOC 2 |
| Funding & backing | Seed | $21.8M |
| Founders | — | Eden Ovadia, Theodore Janson, Victoria Toli |
| Company size | 2-10 employees | 11-50 employees |
| Founded | 2025 | 2023 |
| Headquarters | San Francisco, CA | New York |
| Fact-checked | MarTechRadar Research Desk, Oct 16, 2026 | MarTechRadar Research Desk, Oct 14, 2026 |
| Governance & docs | API & Docs ↗ · Terms ↗ · Privacy ↗ | Trust & Security ↗ · Terms ↗ · Privacy ↗ |
Autumn vs FINNY: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
Autumn
Conditional Fit · Contract & Stack Caveats- Published Self-Serve Entry Floor: Autumn publishes a transparent entry point ($20–$2,400/mo) for initial validation before committing.
- Usage / Credit Burn Volatility: Autumn uses credit or usage-metered billing ($20–$2,400/mo). High-volume automated workflows across 5 seats can trigger mid-cycle overage charges.
- Tier Fit for 5-Seat Scale: Growth ($75/mo): 8,000 credits/mo
- Primary Operational Bottleneck: Prompt Credit Burn: Broad or vague prompts trigger wider web crawls that use up monthly credits fast, so rev-ops teams must write tight prompts.
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the $20–$2,400/mo entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Autumn's $20–$2,400/mo tier before converting from monthly to annual billing.
FINNY
Conditional Fit · Contract & Stack Caveats- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: FINNY does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
- Published Self-Serve Entry Floor: FINNY publishes a transparent entry point (Custom / enterprise pricing) with a free tier for initial validation before committing.
- Primary Operational Bottleneck: Vertical Narrowness: The system schema and heuristic scoring models are tightly tailored to wealth management, making cross-industry enterprise deployment unviable without complete re-indexing.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (FINNY requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the FINNY order form before signing a 12-month enterprise commitment.
Limitations
Autumn
Key platform limits and trade-offs include: Deep Search Wait Times: Cached profile lookups return fast, but multi-step web research takes longer per row than static SQL lookups, making it slower for live form routing.Full limitations in the Autumn review
FINNY
Operational considerations and platform boundaries include: Vertical Narrowness: The system schema and heuristic scoring models are tightly tailored to wealth management, making cross-industry enterprise deployment unviable without complete re-indexing.Full limitations in the FINNY review
Official vendor architectural differentiators & migration proof
To help buyers evaluate real-world switching costs, verified founders, solutions architects, and PMMs at both Autumn and FINNY can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose Autumn over FINNY
Work at Autumn? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit Autumn Official Differentiators & Case Study →Why teams choose FINNY over Autumn
Work at FINNY? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit FINNY Official Differentiators & Case Study →Pricing notes & tier schedules
Autumn: $20–$2,400/mo
Autumn AI posts credit-based plans at `autumn.ai/pricing`. Self-serve tiers start at $20/mo on the Hobby plan (2,000 monthly credits). They scale across $75/mo, $280/mo, $850/mo, and $2,400/mo tiers for high-volume sales ops teams, with custom enterprise plans for higher speed limits.
- Scale ($20/mo, 1–2 seats): Verified $20/mo Scale tier from vendor pricing schedule.
- Growth ($75/mo, 5 seats): 8,000 credits/mo
- Credit & Usage Burn Multiplier: Workflows on Autumn consume metered credits or usage quotas; high-volume AI generation, batch queries, or recurring automation runs can exhaust base allocations and trigger mid-cycle top-up packs.
- Enterprise Governance & Add-On Gating: Advanced capabilities such as Single Sign-On (SSO), custom role permissions, or specialized analytics modules are gated behind upper tiers or paid add-ons.
FINNY: Custom / enterprise pricing
FINNY structures its software licensing around accessibility and usage-linked growth. New practices can evaluate core platform mechanics using an entry-level tier at $0 per month.
- Free / Sandbox ($0, 1–2 seats (Evaluation)): Entry free tier with capped usage or feature quotas for initial workflow testing.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Per-Seat Linear Scaling: FINNY prices licenses on a per-user/seat basis (Custom / enterprise pricing); expanding from 2 to 15+ operators multiplies base recurring spend linearly.
- Credit & Usage Burn Multiplier: Workflows on FINNY consume metered credits or usage quotas; multi-provider enrichment lookups, scraping runs, or bulk batch jobs can exhaust base allocations and trigger mid-cycle top-up packs.
Frequently asked questions: Autumn vs FINNY
How does Autumn pricing compare to FINNY in 2026?
Autumn is listed at $20–$2,400/mo (subscription, no free plan disclosed), whereas FINNY is listed at Custom / enterprise pricing (enterprise / quote, free plan).
How do Autumn and FINNY compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, Autumn is rated L3 · Conditional automation with a Workflow-embedded moat (2.1/5.0), while FINNY is rated L3 · Conditional automation with a Proprietary moat moat (3.6/5.0).
Which teams are Autumn and FINNY built for?
Autumn is a Web SaaS product in Lead Enrichment & Waterfall Orchestration designed for B2B SaaS, Marketing & Growth Teams. FINNY is a Web SaaS product in Lead Enrichment & Waterfall Orchestration designed for B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps).
What are the main limitations of Autumn vs FINNY?
For Autumn: Key platform limits and trade-offs include: Deep Search Wait Times: Cached profile lookups return fast, but multi-step web research takes longer per row than static SQL lookups, making it slower for live form routing. For FINNY: Operational considerations and platform boundaries include: Vertical Narrowness: The system schema and heuristic scoring models are tightly tailored to wealth management, making cross-industry enterprise deployment unviable without complete re-indexing.
What are the hidden TCO drivers and contract negotiation levers for Autumn vs FINNY?
For Autumn: Credit & Usage Burn Multiplier (Workflows on Autumn consume metered credits or usage quotas; high-volume AI generation, batch queries, or recurring automation runs can exhaust base allocations and trigger mid-cycle top-up packs.) Negotiation lever: Validate exact quota thresholds (seats, credits, or API calls) included in Autumn's $20–$2,400/mo tier before converting from monthly to annual billing. For FINNY: Per-Seat Linear Scaling (FINNY prices licenses on a per-user/seat basis (Custom / enterprise pricing); expanding from 2 to 15+ operators multiplies base recurring spend linearly.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the FINNY order form before signing a 12-month enterprise commitment.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 16, 2026.