Cluster vs Haku AI

Both tools are listed under Autonomous B2B Sales Agents & AI BDRs, and both have been fact-checked by a named editor. This page lines up their structured data and quotes each review’s limitations and pricing notes; it does not pick a winner.

Cluster

Go-to-market infrastructure platform providing autonomous sales agents with aggregated access to 50+ data providers and real-time buyer intent signals.

Pricing: 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)

Read the Cluster review

Haku AI

Signal-based autonomous B2B sales agent platform executing contextual prospect research, buying signal monitoring, and pipeline outbound automation.

Pricing: 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)

Read the Haku AI review

How Cluster and Haku AI differ

  • Haku AI was founded earlier (2025) than Cluster (2026).
  • Headquarters: Cluster in New York, NY, Haku AI in London.

Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.

Side-by-side facts

FieldClusterHaku AI
SubtrackAutonomous B2B Sales Agents & AI BDRsAutonomous B2B Sales Agents & AI BDRs
PricingCustom / enterprise pricingCustom / enterprise pricing
Pricing modelEnterprise / quoteEnterprise / quote
Free accessNo free plan disclosedNo free plan disclosed
Enterprise planYesYes
AI autonomy levelL3 · Conditional automationL3 · Conditional automation
Moat tierProprietary moatProprietary moat
DeliveryWeb SaaSWeb SaaS
AudienceB2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps)B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps)
HeadquartersNew York, NYLondon
Fact-checkedJagmeet Sine, Oct 14, 2026Jagmeet Sine, Oct 14, 2026
AI Head-to-Head Procurement Simulator · Evidence-Locked Dossier

Cluster vs Haku AI: TCO & constraint stress test

Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.

1. Team / Seat Scale
2. Monthly Budget Ceiling
3. Primary Stack
4. Guardrail
At 5 seats and a $800/mo ceiling, both Cluster and Haku AI land in the same risk band (High Deal-Risk · Constraint Mismatch).

Cluster

High Deal-Risk · Constraint Mismatch
Estimated Floor (5 Seats · Enterprise / Custom)Custom Quote (Custom / enterprise pricing)Vendor does not publish a self-serve USD floor on its pricing page; requires sales qualification.Sales-gated pricing vs. $800/mo cap (High quote risk)
  • Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Cluster does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
  • Sales-Gated Contract Terms: Commercial procurement for Cluster operates under custom enterprise pricing models accessible by consulting the vendor sales team.
  • Primary Operational Bottleneck: Upstream Schema Volatility: Aggregating 50+ external data providers exposes execution pipelines to sudden vendor API alterations and field-mapping drift that require ongoing administrative revalidation.

Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Cluster requires sales-gated custom quoting).

Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Cluster order form before signing a 12-month enterprise commitment.

Haku AI

High Deal-Risk · Constraint Mismatch
Estimated Floor (5 Seats · Enterprise / Custom)Custom Quote (Custom / enterprise pricing)Vendor does not publish a self-serve USD floor on its pricing page; requires sales qualification.Sales-gated pricing vs. $800/mo cap (High quote risk)
  • Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Haku AI does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
  • Sales-Gated Contract Terms: Commercial access operates under custom enterprise pricing available on request through tailored sales quotes based on organizational deployment scale, seat counts, and monitored signal volume.
  • Primary Operational Bottleneck: Signal Ingestion Latency: Unstructured web signal monitoring introduces processing delays when target accounts limit external crawl indexing or deploy anti-scraping defenses.

Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Haku AI requires sales-gated custom quoting).

Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Haku AI order form before signing a 12-month enterprise commitment.

Interactive Head-to-Head Scenario Red-Teamer · Fact-Gate Verified

Limitations

Cluster

Operational considerations and platform boundaries include: Upstream Schema Volatility: Aggregating 50+ external data providers exposes execution pipelines to sudden vendor API alterations and field-mapping drift that require ongoing administrative revalidation.
Full limitations in the Cluster review

Haku AI

Operational considerations and platform boundaries include: Signal Ingestion Latency: Unstructured web signal monitoring introduces processing delays when target accounts limit external crawl indexing or deploy anti-scraping defenses.
Full limitations in the Haku AI review

Pricing notes

Cluster: Custom / enterprise pricing

Commercial procurement for Cluster operates under custom enterprise pricing models accessible by consulting the vendor sales team.
Pricing details in the Cluster review

Haku AI: Custom / enterprise pricing

Commercial access operates under custom enterprise pricing available on request through tailored sales quotes based on organizational deployment scale, seat counts, and monitored signal volume.
Pricing details in the Haku AI review

Frequently asked questions: Cluster vs Haku AI

How does Cluster pricing compare to Haku AI in 2026?

Cluster is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed), whereas Haku AI is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).

How do Cluster and Haku AI compare on AI autonomy and moat depth?

On the MarTechRadar L1–L5 scale, Cluster is rated L3 · Conditional automation with a Proprietary moat moat (3.6/5.0), while Haku AI is rated L3 · Conditional automation with a Proprietary moat moat (3.6/5.0).

Which teams are Cluster and Haku AI built for?

Cluster is a Web SaaS product in Autonomous B2B Sales Agents & AI BDRs designed for B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps). Haku AI is a Web SaaS product in Autonomous B2B Sales Agents & AI BDRs designed for B2B Sales Leaders, SDR/BDR Teams, Revenue Operations (RevOps).

What are the main limitations of Cluster vs Haku AI?

For Cluster: Operational considerations and platform boundaries include: Upstream Schema Volatility: Aggregating 50+ external data providers exposes execution pipelines to sudden vendor API alterations and field-mapping drift that require ongoing administrative revalidation. For Haku AI: Operational considerations and platform boundaries include: Signal Ingestion Latency: Unstructured web signal monitoring introduces processing delays when target accounts limit external crawl indexing or deploy anti-scraping defenses.

Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 14, 2026.