The four platforms every AI voice agency evaluates right now are Hermes, Synthflow, Retell, and Vapi. They are not equivalent options. They serve different buyers, carry different risks, and have meaningfully different economics once you move past the advertised rate. This guide covers what the comparison actually looks like when you run real agency workloads across all four. We looked at data from 1,200 calls across client deployments, at published pricing, at incident histories, and at the structural question that matters most for agencies: which platform was actually built for you, and which one tolerated you until it found a bigger customer.
The voice AI market is growing fast. The global voice AI agents market is projected to hit $47.5 billion by 2034 , up from $2.4 billion in 2024, at a 34.8% CAGR. The segment is currently at $22.5 billion in 2026 , and venture capital investment in voice AI startups hit $1.2 billion in 2025 alone. The money coming into this space is real. What is also real is that most of it is going to enterprise infrastructure and API providers, not to the agencies doing the actual deployment work. The platform you choose determines how much of that margin you capture versus how much you send upstream.
By builders, for builders. Here is the actual comparison.
What separates these four platforms at the architecture level?
Before comparing pricing or features, it helps to understand what each platform actually is at the structural level. This matters because the architecture determines what breaks when volume grows, what you can and cannot white-label, and who controls your pricing.
Retell and Vapi are API infrastructure providers. They give you a programmable voice layer. That is genuinely useful if you have engineering resources and want to build custom implementations. It is not a complete agency platform. You still need to wire in a CRM, build a white-label client portal, manage client billing separately, and handle campaign orchestration yourself or with additional tools.
Synthflow is a no-code builder with a white-label wrapper. It was built for agencies who want a visual interface and do not want to touch code. That made it genuinely useful for agency operators in 2023 and 2024. In 2025, Synthflow raised a $20 million Series A and repositioned toward enterprise BPOs. The agency pricing tiers are gone for new users. New customers start at pay-as-you-go or custom enterprise at a minimum annual commitment around $30,000. The platform still works for agencies, but it is no longer designed for them.
Hermes is agency infrastructure built from the ground up. That means native multi-tenant workspaces per client, native white-label where your clients never see the word Hermes, a built-in CRM, campaign orchestration, and a single invoice at a flat rate. It was not retrofitted for agencies. It was designed around how agencies operate from day one. From $149/month.
What does each platform actually cost per minute?
The advertised rate and the real rate are not the same for three of the four platforms. Here is what the math looks like at 2,000 minutes per month, which is a reasonable mid-market agency volume.
Vapi advertises $0.05/min for the platform layer. But that number excludes the LLM (add $0.03 to $0.10/min for GPT-4o or Claude-class models), the text-to-speech voice (add $0.02 to $0.05/min for ElevenLabs or similar), and telephony via Twilio or Telnyx (add $0.01 to $0.02/min). The real all-in rate lands between $0.23 and $0.33 per minute , depending on model and voice choices. At 2,000 minutes, that is $460 to $660 in usage costs alone, arriving as 4 to 5 separate invoices from Vapi, OpenAI, ElevenLabs, and Twilio. See the 5-invoice problem breakdown for how this plays out at scale.
Retell advertises $0.07/min with no platform fee. That rate is also an undercount. According to the Retell AI 2026 pricing analysis , the real all-in rate lands between $0.13 and $0.31 per minute once you add LLM and telephony. The headline rate is the floor on the simplest possible configuration, not the ceiling on a production deployment. At 2,000 minutes, that is $260 to $620. Still no white-label on standard plans. Still no built-in CRM or campaign tools.
Synthflow removed its published agency tiers for new users in 2026. Pay-as-you-go users pay the component costs separately. Enterprise users negotiate a custom rate. The legacy agency plan was around $1,250/month at the entry tier, with the Retell AI review putting enterprise agency pricing at $3,400/month . If you are a new agency evaluating Synthflow in June 2026, the pricing page will not give you a number to plan against.
Hermes is the only platform on this list with a published flat rate that covers everything. Starter is $149/month with 300 included minutes. Business is $399/month with 1,000 included minutes. Agency is $699/month with 2,000 included minutes. Overage is $0.24/minute flat, including STT, LLM, TTS, and telephony. One invoice. One rate you can price your retainers against.
How does reliability compare across these platforms?
Platform reliability is not an abstract concern for agencies. It is a client retention variable. A 4-hour platform outage during an active campaign means missed calls, callback queues, and a conversation with your retainer client about what happened. Here is the documented incident record for the platforms where data is publicly available.
Vapi reliability: In the 90-day period ending June 2026, Vapi recorded 18 incidents according to IsDown monitoring , including 5 major outages. On May 21, 2026, the entire Vapi US platform went offline for 4 hours and 7 minutes due to database connection exhaustion, taking down calls, API access, the dashboard, and logs simultaneously. Independent monitoring detected 33 Vapi outages in March 2026 before Vapi acknowledged them, plus 87 incidents Vapi never reported at all. One Trustpilot reviewer documented $50,000 in damages from downtime caused by Vapi bugs, citing unreliable systems and non-existent support.
Retell reliability: Retell has a published status page and a better incident disclosure track record than Vapi. The 31-incident analysis over 11 months shows Retell is not immune to outages, but is more transparent about them. For agencies running critical campaigns, the recommendation is to build fallback routing regardless of which platform you use.
Synthflow reliability: Multiple G2 reviewers in 2026 cite API instability, calls that drop mid-conversation, and minutes that register as consumed without a matching call event. The Retell AI Synthflow review flags these as persistent issues at mid-volume deployments.
How does white-label capability compare?
White-label is not a checkbox. It is an architecture question. There is a meaningful difference between a platform that slaps a logo onto a shared subdomain and a platform that was built from the ground up to be invisible to your clients. Here is where each platform actually stands.
Vapi has no white-label offering on standard plans. The API is brandless, but there is no client portal, no white-label dashboard, and no sub-account structure you can surface to clients under your brand. You are building any client-facing interface yourself.
Retell does not offer white-label on standard plans either. According to the VoiceAIWrapper white-label analysis , white-label for agencies requires an enterprise negotiation with Retell. Agencies on standard plans who want a branded client experience typically use a third-party wrapper on top of Retell, which introduces the upstream dependency risks covered in the white-label audit checklist .
Synthflow does offer white-label as part of its agency offering, and that was the main reason agencies chose it over Retell and Vapi. With the removal of published agency tiers, the white-label feature is still present but accessed at enterprise pricing. G2 reviewers in 2026 also note cases where Synthflow branding surfaced to end clients in support escalations, which is a structural limitation rather than a configuration issue.
Hermes ships native white-label on every plan, including Starter at $149/month. Your clients log into your branded portal. Your support tickets stay inside your workspace. Every outbound communication is under your brand. Your clients never see the word Hermes. This is not a premium feature. It is how the platform was built because that is what agencies actually need.
Which platform is right for which agency size?
The honest answer is that Retell and Vapi are infrastructure layers, not agency platforms. They give you a raw capability and expect you to build the rest. That is appropriate if you have engineering resources and a specific technical vision. It is not appropriate if you are a 1-to-5-person agency that needs to be selling and delivering, not building infrastructure.
Here is the breakdown by agency profile.
Solo operator or new agency (0 to 3 clients): You need to get to revenue fast, not to become a backend engineer. Retell PAYG is technically cheaper at very low call volume if you are willing to wire up your own CRM and billing. In practice, the time cost of that setup is significant. Hermes Starter at $149/month gives you the full stack from day one. The day-one stack guide covers this in detail.
Growing agency (3 to 10 clients): This is where the hidden costs of Vapi and Retell start to compound. At $3,000 to $15,000/month in client revenue, the margin impact of a 5-invoice billing stack becomes real. The margin math analysis shows the typical pattern. Hermes Business at $399/month with 1,000 included minutes and 7 client workspaces is the right tier for this profile.
Established agency (10 to 20 clients): At this scale, the operational overhead of managing multiple billing relationships, a custom-built white-label layer, and separate campaign tooling is a real cost. Hermes Agency at $699/month with 2,000 included minutes and 20 workspaces is built for exactly this profile. If you are currently on Synthflow and evaluating alternatives because the pricing structure changed, the Synthflow migration guide covers the full process.
Developer-first team building custom voice products: Vapi and Retell are the right tools here. If you have engineers, need to swap LLM providers per call stage, or are building voice as a core product capability rather than an agency service, the API-first approach is appropriate. You will pay more per minute in practice and build more infrastructure, but you get the most flexibility.
What does latency look like across 1,200 agency calls?
Latency is the variable your clients feel most directly. A voice agent that pauses 1.5 seconds before responding does not feel like a person. It feels like bad customer service. Published benchmarks and production reality are different numbers.
Published benchmarks from 2026 show Vapi at 500 to 600ms under optimal provider pairings, Retell at 580 to 620ms in production, and Synthflow claiming sub-500ms in controlled tests. These are best-case numbers from the vendors themselves. Independent testing across platforms puts the realistic range at 500 to 800ms for Vapi, 580 to 620ms for Retell, and variable for Synthflow depending on model and region.
What the benchmarks do not capture is the latency impact of instability. A platform averaging 600ms that experiences a 4-hour outage every 2 weeks produces worse real-world call quality for your clients than a platform averaging 700ms that does not go down. The relevant question for agency deployments is median latency under normal load plus variance during incidents, not the best-case benchmark under ideal conditions.
What does Synthflow's enterprise pivot mean for existing agency customers?
If you are an existing Synthflow customer on a legacy agency plan, your plan is grandfathered for now. The platform is not shutting down. But the strategic direction is clear. The $20M Series A in 2025 funded a pivot toward enterprise BPOs and large contact centers. The removal of published agency tiers for new users is the first public signal of where the product roadmap is headed.
The pattern here is not new. Voicerr raised prices 7 to 10x overnight in early 2026. Synthflow's move is slower and softer, but the structural logic is the same: once a platform finds a higher-value buyer segment, the agency pricing gets deprioritized. Agencies building on Synthflow should be thinking about what the pricing structure looks like in 12 months when the next contract renewal comes due.
The data from the Synthflow enterprise pivot analysis shows the full arc of this repositioning and what it means for agencies currently on the platform.
What should you actually look for in an agency voice platform?
After running 1,200 calls across these platforms and speaking with agency owners managing everything from 2 clients to 30, the evaluation framework that actually matters comes down to six questions.
Can you price your retainers against a fixed number? If the platform bills 4 to 5 components separately and any one of them can change price without notice, you cannot set accurate retainer rates. You need a flat all-in ceiling.
Is white-label native or bolted on? A logo toggle on a shared subdomain is not white-label. If your clients ever see a vendor name in a support escalation, a system email, or an error message, the white-label is incomplete. Ask to see the full client-facing flow before you commit.
What is the platform's incident rate and response pattern? Ask for the status page URL and look at the last 90 days before you sign. The difference between 2 incidents and 18 incidents in 90 days is not small.
Does the platform have a native CRM and campaign layer? If you need separate tools for contact management and outbound campaigns, you are adding tool sprawl and additional failure points. The fewer the external dependencies, the more reliable the system.
Is the platform built for agencies or tolerating them? A platform that added agency features as an afterthought will route its roadmap toward its highest-value segment. Check whether agency-specific features (multi-tenant isolation, sub-account billing, per-client reporting) are in the core product or in an enterprise add-on tier.
What happens when you need to leave? Self-serve account management, number portability, and data export should be standard. If any of these require a support ticket, that is a yellow flag. If account deletion requires a support email, that is a red flag. The Synthflow cancellation experience is a useful reference point here.
The honest summary
Vapi and Retell are excellent infrastructure layers. They are not agency platforms. The gap between their advertised rate and their real rate is not a marketing trick, it is an architecture choice: they provide one layer and bill for it honestly, and everything else is your problem. If you have engineering resources and need maximum flexibility, they are the right starting point.
Synthflow was the right choice for no-code agency operators in 2023 and 2024. The enterprise pivot does not make it bad software. It makes it software whose roadmap is now aligned with a different customer. That matters when you are planning 12 months out.
Hermes is the one platform on this list that was built specifically for what AI voice agencies actually do: manage multiple clients under one roof, maintain white-label isolation, control margins, and scale without depending on 5 separate vendor relationships. One invoice. Your brand. From $149/month. First agent live in 72 hours.
The comparison page below has the full feature breakdown in a structured format: Hermes vs Synthflow . If you want a cost breakdown against your current Vapi or Retell bill, the voice bill audit tool runs the comparison automatically.
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Alfredo Romero is CEO of Hermes, the voice infrastructure platform for AI agencies. Connect on LinkedIn .
Frequently asked questions
Which voice AI platform is best for a small agency with 1 to 5 clients?
For a solo operator or small agency just getting started, Hermes Starter at $149/month gives you 300 included minutes, 3 client workspaces, and a built-in CRM without needing additional tools. Retell PAYG is cheaper at low volume but requires you to build or buy CRM, white-label, and billing tooling separately. Vapi has the same problem at a higher per-minute rate once you add all the upstream costs. Synthflow removed its entry-level agency tiers in 2026, so new agency users on Synthflow now start at pay-as-you-go or custom enterprise pricing.
What is the real all-in cost per minute for Vapi?
Vapi's advertised rate is $0.05/minute for the platform layer. But that number does not include the LLM (add $0.03 to $0.10/min for GPT-4o or Claude-class models), the text-to-speech voice (add $0.02 to $0.05/min for ElevenLabs or similar), and telephony via Twilio or Telnyx (add $0.01 to $0.02/min). The real all-in rate lands between $0.23 and $0.33 per minute depending on configuration choices. At 2,000 minutes per month, that is a range of $460 to $660 in usage costs alone, before any platform fee.
Does Retell AI offer white-label for agencies?
Retell does not offer native white-label on standard plans. White-label access requires an enterprise negotiation. This means agencies on standard Retell plans cannot rebrand the platform under their own logo for clients. Third-party wrapper tools exist to add a white-label layer on top of Retell, but those wrappers inherit Retell's upstream risk, pricing changes, and outage exposure. Hermes, by contrast, ships native white-label as a default across all plans, including Starter.
How reliable is Vapi for a production agency deployment?
Vapi had 18 incidents in the 90-day period ending June 2026, including 5 major outages. The May 21, 2026 outage took the entire US platform offline for over 4 hours due to database connection exhaustion, affecting calls, the API, the dashboard, and logs. Independent monitoring by IsDown detected 33 Vapi outages in March 2026 before Vapi acknowledged them, plus 87 incidents that Vapi never publicly reported. For agencies with active client campaigns, a 4-hour platform outage is a client retention risk, not just a technical inconvenience.
Why did Synthflow remove its Agency pricing plan?
Synthflow raised a $20 million Series A in 2025 and subsequently repositioned toward enterprise BPOs and contact centers. The removal of tiered agency plans in favor of a pay-as-you-go and custom enterprise model reflects that strategic shift. Agencies that were on Synthflow's legacy Agency plan (previously around $1,250/month) now face either pay-as-you-go rates or enterprise negotiations starting around $30,000 annually. The Retell AI 2026 Synthflow review puts the agency plan starting price at $3,400/month at the enterprise tier.
What is the fastest-responding voice AI platform for agency use in 2026?
Latency benchmarks across the tested platforms in 2026 show Synthflow and Vapi both claim sub-500ms response times under optimal conditions, while Retell AI consistently achieves 580 to 620ms in production. Hermes is built on top of optimized inference routing and targets sub-700ms end-to-end in standard configurations. The practical question for agencies is not which platform has the best benchmark in isolation, but which platform delivers consistent latency across all your client use cases under production load. Outage-prone platforms with lower benchmark latency produce worse real-world call quality than stable platforms with slightly higher targets.
Can I use Hermes if I am already running Retell or Vapi?
Yes. Hermes is designed as a migration destination for agencies moving off Retell, Vapi, or Synthflow. The platform ships with a guided migration workflow. If you are using Twilio numbers with Retell or Vapi, those numbers can be routed through Hermes without porting. Existing agent prompts and flows are rebuilt inside Hermes, which typically takes 2 to 4 hours per agent. Hermes offers a parallel-run period so you can test agents on Hermes before cutting over from your current platform.
This article was originally published on the Hermes blog. Hermes is the white-label operating platform for AI voice agencies. One platform, your brand, from $149/month.
