PolyAI vs Swordfish AI
PolyAI (Web SaaS) and Swordfish AI (Web SaaS) both compete in Conversational Voice Calling Agents. On pricing, PolyAI lists Pricing not disclosed (no free plan disclosed), whereas Swordfish AI lists Custom / enterprise pricing (no free plan disclosed). Technically, PolyAI is rated L3 · Conditional automation with a 3.9/5.0 (Proprietary moat) moat, while Swordfish AI is rated L3 · Conditional automation with a 3.6/5.0 (Proprietary moat) moat. Corporate profile: PolyAI (founded 2017, HQ San Francisco, California, $202M funding) vs. Swordfish AI (founded 2019, HQ New York, United States). Fact-checked by Sarah Per (Oct 17, 2026) for PolyAI and Anthony Hay (Oct 16, 2026) for Swordfish AI. At a 5-seat team baseline, PolyAI starts at Custom quote vs Swordfish AI at Custom quote.
PolyAI
Enterprise conversational voice AI platform powered by proprietary spoken-language models for customer engagement and GTM.
5-Seat Floor: Custom quote (Pricing not disclosed) · Autonomy: L3 · Conditional automation · Moat: 3.9/5.0 (Proprietary moat)
Target fit: B2B SaaS, Marketing & Growth Teams (Web SaaS)
Swordfish AI
Autonomous conversational calling and contact verification platform orchestrating outbound agent workflows for enterprise sales development pipelines.
5-Seat Floor: Custom quote (Custom / enterprise pricing) · Autonomy: L3 · Conditional automation · Moat: 3.6/5.0 (Proprietary moat)
Target fit: B2B SaaS, DTC / eCommerce, Enterprise Brands (Web SaaS)
How PolyAI and Swordfish AI differ
- Moat score: PolyAI scores 3.9/5.0 vs. Swordfish AI at 3.6/5.0 (Proprietary moat).
- PolyAI was founded earlier (2017) than Swordfish AI (2019).
- Headquarters: PolyAI in San Francisco, California, Swordfish AI in New York, United States.
- Funding stage: PolyAI is Series C+; Swordfish AI is Bootstrapped.
- Company headcount: PolyAI is 201-500 employees; Swordfish AI is 11-50 employees.
- Audience: PolyAI targets Marketing & Growth Teams; Swordfish AI targets DTC / eCommerce, Enterprise Brands.
- Ecosystem stack: PolyAI connects with Salesforce, Twilio Segment, Zendesk; Swordfish AI connects with Outreach.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose PolyAI vs Swordfish AI (and when to walk away)
Choose PolyAI if
- Target ICP & Stack Fit: You operate as B2B SaaS and Marketing & Growth Teams requiring a Web SaaS deployment for AI Calling, with verified ecosystem connectivity for Salesforce, Twilio Segment, Zendesk.
- L3 Architecture & Defensibility: PolyAI builds a deep technological moat through its proprietary Dialog-RSN-1 spoken-language model, multi-accent speech recognition, and enterprise contact-center integrations backed by $202M in capital.
- Commercial Model Fit: Your procurement budget aligns with Pricing not disclosed.
Walk away from PolyAI if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (PolyAI requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate enterprise implementation & per-minute commitment barrier: PolyAI scopes commercial engagements around custom implementation packages and ongoing per-minute enterprise usage commitments, making it over-provisioned for small businesses or low-volume startups.
- Walk away if custom telephony & sip integration learning curve is a deal-breaker for your team: Wiring voice assistants into legacy on-premises PBXs, Genesys routing queues, and custom authentication flows introduces a multi-week deployment learning curve with IT and telephony teams.
Choose Swordfish AI if
- Target ICP & Stack Fit: You operate as B2B SaaS, DTC / eCommerce and Enterprise Brands requiring a Web SaaS deployment for AI Calling, with verified ecosystem connectivity for Outreach.
- L3 Architecture & Defensibility: Deep identity resolution mechanisms combined with proprietary contact verification networks and telephony orchestration workflows.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from Swordfish AI if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Swordfish AI requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate carrier filtering overhead: High-volume automated outbound dialing runs the continuous risk of carrier-level spam tagging, necessitating intensive phone reputation management and frequent caller ID rotation.
- Walk away if telephony latency jitter is a deal-breaker for your team: Voice parsing across conversational transitions can experience round-trip audio latency spikes over public WebRTC connections, interrupting dialog cadence during live interactions.
Side-by-side facts
| Field | PolyAI | Swordfish AI |
|---|---|---|
| Subtrack | Conversational Voice Calling Agents | Conversational Voice Calling Agents |
| Pricing | Pricing not disclosed | Custom / enterprise pricing |
| Pricing model | Not disclosed | Enterprise / quote |
| Published pricing tiers | Enterprise / Custom (Custom quote) | Enterprise / Custom (Custom quote) |
| Free access | No free plan disclosed | No free plan disclosed |
| Enterprise plan | Not recorded | Yes |
| AI autonomy level | L3 · Conditional automation | L3 · Conditional automation |
| Moat tier & score | 3.9 / 5.0 · Proprietary moat | 3.6 / 5.0 · Proprietary moat |
| Delivery | Web SaaS | Web SaaS |
| Audience | B2B SaaS, Marketing & Growth Teams | B2B SaaS, DTC / eCommerce, Enterprise Brands |
| Ecosystem integrations | Salesforce, Twilio Segment, Zendesk | Outreach |
| Compliance & governance | SOC 2, GDPR, HIPAA, ISO 27001 | — |
| Funding & backing | $202M | Bootstrapped |
| Founders | Nikola Mrkšić, Pei-Hao Su, Tsung-Hsien Wen | Ben Argeband |
| Company size | 201-500 employees | 11-50 employees |
| Founded | 2017 | 2019 |
| Headquarters | San Francisco, California | New York, United States |
| Fact-checked | Sarah Per, Oct 17, 2026 | Anthony Hay, Oct 16, 2026 |
| Governance & docs | Trust & Security ↗ · API & Docs ↗ · Changelog ↗ · Terms ↗ · Privacy ↗ | — |
PolyAI vs Swordfish AI: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
PolyAI
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: PolyAI does not disclose a public self-serve floor (Pricing not disclosed). Buyers with a $800/mo cap face high sales-qualification friction.
- Sales-Gated Contract Terms: Pricing is available on request through enterprise sales quotes, structured as an initial implementation package followed by usage-based per-minute voice pricing that includes ongoing maintenance and model tuning.
- Usage / Credit Burn Volatility: PolyAI uses credit or usage-metered billing (Pricing not disclosed). High-volume automated workflows across 5 seats can trigger mid-cycle overage charges.
- Primary Operational Bottleneck: Out-of-Policy Consultative Escalation Boundary: While PolyAI handles structured bookings, identity verification, and multi-step triage autonomously, bespoke commercial contract negotiations still require warm transfers to human specialists.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (PolyAI requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the PolyAI order form before signing a 12-month enterprise commitment.
Swordfish AI
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Swordfish 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: Pricing is available on request through tailored enterprise sales quotes, with custom enterprise tiers structured around organizational scale, user seats, and workflow volume.
- Primary Operational Bottleneck: Carrier Filtering Overhead: High-volume automated outbound dialing runs the continuous risk of carrier-level spam tagging, necessitating intensive phone reputation management and frequent caller ID rotation.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Swordfish AI requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Swordfish AI order form before signing a 12-month enterprise commitment.
Limitations
PolyAI
Operational limitations and technical trade-offs include: Enterprise Implementation & Per-Minute Commitment Barrier: PolyAI scopes commercial engagements around custom implementation packages and ongoing per-minute enterprise usage commitments, making it over-provisioned for small businesses or low-volume startups.Full limitations in the PolyAI review
Swordfish AI
Operational considerations and platform boundaries include: Carrier Filtering Overhead: High-volume automated outbound dialing runs the continuous risk of carrier-level spam tagging, necessitating intensive phone reputation management and frequent caller ID rotation.Full limitations in the Swordfish AI review
Pricing notes & tier schedules
PolyAI: Pricing not disclosed
Pricing is available on request through enterprise sales quotes, structured as an initial implementation package followed by usage-based per-minute voice pricing that includes ongoing maintenance and model tuning.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Enterprise Implementation & Per-Minute Commitment Barrier: PolyAI scopes commercial engagements around custom implementation packages and ongoing per-minute enterprise usage commitments, making it over-provisioned for small businesses or low-volume startups.
- Custom Telephony & SIP Integration Learning Curve: Wiring voice assistants into legacy on-premises PBXs, Genesys routing queues, and custom authentication flows introduces a multi-week deployment learning curve with IT and telephony teams.
Swordfish AI: Custom / enterprise pricing
Pricing is available on request through tailored enterprise sales quotes, with custom enterprise tiers structured around organizational scale, user seats, and workflow volume.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Credit & Usage Burn Multiplier: Automated workflows consume metered credits/usage quotas; multi-step enrichment, voice minutes, or high-frequency agent runs can trigger mid-cycle top-up packs.
- Carrier Filtering Overhead: High-volume automated outbound dialing runs the continuous risk of carrier-level spam tagging, necessitating intensive phone reputation management and frequent caller ID rotation.
Frequently asked questions: PolyAI vs Swordfish AI
How does PolyAI pricing compare to Swordfish AI in 2026?
PolyAI is listed at Pricing not disclosed (not disclosed, no free plan disclosed), whereas Swordfish AI is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).
How do PolyAI and Swordfish AI compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, PolyAI is rated L3 · Conditional automation with a Proprietary moat moat (3.9/5.0), while Swordfish AI is rated L3 · Conditional automation with a Proprietary moat moat (3.6/5.0).
Which teams are PolyAI and Swordfish AI built for?
PolyAI is a Web SaaS product in Conversational Voice Calling Agents designed for B2B SaaS, Marketing & Growth Teams. Swordfish AI is a Web SaaS product in Conversational Voice Calling Agents designed for B2B SaaS, DTC / eCommerce, Enterprise Brands.
What are the main limitations of PolyAI vs Swordfish AI?
For PolyAI: Operational limitations and technical trade-offs include: Enterprise Implementation & Per-Minute Commitment Barrier: PolyAI scopes commercial engagements around custom implementation packages and ongoing per-minute enterprise usage commitments, making it over-provisioned for small businesses or low-volume startups. For Swordfish AI: Operational considerations and platform boundaries include: Carrier Filtering Overhead: High-volume automated outbound dialing runs the continuous risk of carrier-level spam tagging, necessitating intensive phone reputation management and frequent caller ID rotation.
What are the hidden TCO drivers and contract negotiation levers for PolyAI vs Swordfish AI?
For PolyAI: Enterprise Implementation & Per-Minute Commitment Barrier (PolyAI scopes commercial engagements around custom implementation packages and ongoing per-minute enterprise usage commitments, making it over-provisioned for small businesses or low-volume startups.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the PolyAI order form before signing a 12-month enterprise commitment. For Swordfish AI: Credit & Usage Burn Multiplier (Automated workflows consume metered credits/usage quotas; multi-step enrichment, voice minutes, or high-frequency agent runs can trigger mid-cycle top-up packs.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the Swordfish AI order form before signing a 12-month enterprise commitment.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 17, 2026.