# Roark vs Tactiq

Roark records 9,226 monthly visits with +23.1% month-over-month growth and Paid pricing. Tactiq records 6,521,542 monthly visits with +4.1% growth and Freemium pricing.

| Metric | [Roark](https://openaitools.app/tool/roark) | [Tactiq](https://openaitools.app/tool/tactiq) |
| :--- | :--- | :--- |
| Website URL | https://roark.ai | https://tactiq.io |
| Categories | AI Voice Assistants, AI Monitor, AI Testing, AI Developer Tools | AI Meeting Assistant, AI Transcription, AI Summarizer, AI Note Taker |
| Pricing Model | Paid | Freemium |
| Monthly Visits | 9,226 | 6,521,542 |
| MoM Growth Rate | +23.1% | +4.1% |
| Primary Market | United States | Brazil |
| Direct Visits | 4,831 | 2,766,580 |
| Review Score | 4.4 | 4.3 |
| Saved Count | 0 | 7 |
| Supported Platforms | Website | Website |

## Roark

Roark is a QA and evaluation platform built specifically for voice AI agents, not another agent builder. It closes the loop between testing and production: simulate an agent against hundreds of callers before launch, score every live call once it is running, and use the findings to ship a proven fix. The team behind it is backed by Y Combinator and reports SOC 2 Type II along with HIPAA BAA support.

Simulation is the pre-launch side. Roark runs your agent against realistic personas built from your own call types, including the angry caller, the rambler and the interrupter, with native accents, code-switching and background noise across 45 languages. Adversarial red-team callers probe for prompt injection and social engineering, while load and health tests confirm the agent survives peak concurrency and stays reachable after launch.

The second half is observability. Every production call is scored as it arrives using Roark's purpose-built audio models rather than a generic LLM grading a transcript, measuring pronunciation, accent clarity, emotion, vocal stress, pace, interruptions and dead air alongside resolution, empathy, hallucination and compliance checks. Issues are filed automatically, dashboards and OTEL traces are available, and changes are diffed so you can see that a fix moved the metric without breaking a caller somewhere else. Roark also publishes Live Bench, a free public leaderboard that scores 300+ speech-to-text, LLM and speech-engine combinations over the real phone network.

**Pricing & Plans:** Usage-based, billed in dollars with no seat licenses. Pay-as-you-go starts free with $50 of credit for work-email signups, then $0.15/min of simulation plus provider costs and $0.04/metric/min. Team is $500/month in included usage at lower rates ($0.10/min simulation, $0.02/metric/min) with 25 concurrent lines and 10 seats. Enterprise starts from $4,000/month committed, adds volume rates and controls such as SSO, data residency, DPA and SLA, and supports invoicing and POs.

- **Pre-launch simulation testing:** Run your agent against hundreds of realistic personas, accents, background noise and edge cases before a customer ever dials in.
- **Red teaming and adversarial callers:** Red-team callers attempt prompt injection, jailbreaks and social engineering to check your agent holds policy under pressure.
- **Post-call analysis at scale:** Every live call is scored as it lands on more than 500 metrics, with issues filed, alerts fired and traces attached.
- **Audio-native scoring models:** Purpose-built audio models measure pronunciation, emotion, vocal stress, pace, interruptions and dead air, not just transcript quality.
- **Regression testing and CI gates:** Rerun the whole suite on every prompt or model change and diff it against your last green baseline to catch regressions before merge.
- **Roark Live Bench leaderboard:** The public Roark Live Bench calls 300+ model combinations over the real phone network and ranks them on end-to-end scores.

**Strengths:** Purpose-built audio models instead of LLM-only transcript grading; Covers the full loop from pre-launch simulation to production monitoring to verified fixes; Transparent dollar-based usage pricing with provider costs passed through at cost; Works with existing stacks such as Vapi, Retell, LiveKit and Pipecat

**Limitations:** Usage-based billing can be harder to forecast at high simulation volume; Priced for teams and companies rather than individual hobbyists; Enterprise controls such as SSO, data residency and SLA sit behind a from-$4,000/mo commitment; Value depends on how much of your work already runs on measurable voice traffic

[Profile (Markdown)](https://openaitools.app/tool/roark.md)

## Tactiq

Tactiq is an AI meeting assistant delivered primarily as a Chrome extension. It transcribes meetings live in Google Meet, Zoom, and Microsoft Teams without a bot appearing in the call, then produces summaries, action items, and follow-up content from those transcripts. Speaker identification and support for over 60 languages make it practical for international teams, and the extension reports over a million installed users.

Beyond raw transcription, Tactiq focuses on what happens after the meeting. One-click AI summaries and custom AI prompts turn a transcript into structured notes, and reusable prompts let you standardise the questions you ask of every meeting. AI workflows can trigger automatically and share insights into Slack, Notion, Linear, and HubSpot, while a verified connector in Claude's directory, a plugin in ChatGPT's directory, and an MCP connector help route meeting history into the AI tools a team already uses.

Tactiq is free to add to Chrome and works at a basic level on the free plan, with paid plans for higher usage and advanced features like workflows and enterprise controls. Privacy is a central selling point: Tactiq says it does not record or store meeting audio, the transcript is only visible to the user unless they choose to notify others, and it cites ISO 27001 certification, SOC 2 Type II attestation, and GDPR and HIPAA compliance.

**Pricing & Plans:** Freemium: the Chrome extension is free to install and use at a basic level, with paid plans for higher limits and advanced features; check the pricing page for current tiers.

- **Bot-free live transcription:** Real-time transcription in Google Meet, Zoom, and Microsoft Teams without a bot joining the call, with speaker identification.
- **Instant summaries and Ask AI:** Generate meeting summaries and action items in one click, or ask AI your own questions during and after the call.
- **AI workflows and integrations:** Create reusable prompts and automations that push meeting insights to Slack, Notion, Linear, HubSpot, and other tools.
- **Works with Claude, ChatGPT, and MCP:** Tactiq is a verified connector in Claude's directory, a plugin in ChatGPT's directory, and offers an MCP connector for your meeting history.
- **Security and compliance:** Tactiq cites ISO 27001 certification, SOC 2 Type II attestation, and GDPR and HIPAA compliance, and does not store meeting audio.

**Strengths:** No bot joins the call, so meetings stay natural; Live transcription plus one-click summaries and action items; Works across Google Meet, Zoom, and Microsoft Teams in 60+ languages; Verified Claude and ChatGPT connectors plus MCP and workflow integrations

**Limitations:** Requires the Chrome extension, so browser choice is limited; Advanced workflows and higher usage sit behind paid plans; Focused on meetings rather than being a general note-taking system

[Profile (Markdown)](https://openaitools.app/tool/tactiq.md)

## Frequently Asked Questions

### How do Roark and Tactiq compare in monthly traffic?

Roark has 9,226 monthly visits, while Tactiq has 6,521,542. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Roark has a month-over-month growth rate of +23.1%; Tactiq has +4.1%.

### How does pricing compare?

Roark: Paid. Usage-based, billed in dollars with no seat licenses. Pay-as-you-go starts free with $50 of credit for work-email signups, then $0.15/min of simulation plus provider costs and $0.04/metric/min. Team is $500/month in included usage at lower rates ($0.10/min simulation, $0.02/metric/min) with 25 concurrent lines and 10 seats. Enterprise starts from $4,000/month committed, adds volume rates and controls such as SSO, data residency, DPA and SLA, and supports invoicing and POs. Tactiq: Freemium. Freemium: the Chrome extension is free to install and use at a basic level, with paid plans for higher limits and advanced features; check the pricing page for current tiers.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Otter AI](https://openaitools.app/tool/otter-ai) | 7,360,981 | +9.6% | Freemium | Industry giant for live transcription and searchable conversation archives, but requires bot entry or direct audio uploads. | [.md](https://openaitools.app/tool/otter-ai.md) |
| 2 | [Fathom](https://openaitools.app/tool/fathom-2-0) | 5,620,385 | +0.2% | Freemium, Free Trial | Extremely popular meeting assistant with great free tiers and summaries, though it relies on a calendar bot rather than a browser extension. | [.md](https://openaitools.app/tool/fathom-2-0.md) |
| 3 | [Fireflies.ai](https://openaitools.app/tool/fireflies-ai) | 4,411,502 | +3% | Freemium | Robust enterprise meeting search and CRM integration capabilities, though it uses a bot participant in calls. | [.md](https://openaitools.app/tool/fireflies-ai.md) |
| 4 | [Notta](https://openaitools.app/tool/notta) | 2,585,354 | +2% | Freemium, Paid, Contact for Pricing | AI note taker that transcribes, summarizes and visualizes meetings | [.md](https://openaitools.app/tool/notta.md) |
| 5 | [tl;dv](https://openaitools.app/tool/tldv-io) | 1,396,729 | +1.9% | Freemium | Excellent video snippet clipping and multi-platform meeting recording, though uses bot joining instead of extension capture. | [.md](https://openaitools.app/tool/tldv-io.md) |
| 6 | [Bluedot](https://openaitools.app/tool/bluedot) | 546,739 | -5.4% | Freemium | Operates as a bot-free browser extension just like Tactiq, capturing high-quality local meeting transcripts without annoying calendar bots. | [.md](https://openaitools.app/tool/bluedot.md) |
| 7 | [Circleback](https://openaitools.app/tool/circleback) | 272,906 | +12.5% | Free Trial | AI notetaker and company brain that turns every meeting into searchable knowledge | [.md](https://openaitools.app/tool/circleback.md) |
| 8 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Agent observability, evaluation, and continuous improvement for production AI | [.md](https://openaitools.app/tool/arize-com.md) |
| 9 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Build, simulate, evaluate and monitor self-improving AI agents | [.md](https://openaitools.app/tool/future-agi.md) |
| 10 | [Maxim AI](https://openaitools.app/tool/maxim-ai) | 121,351 | +10% | Contact for Pricing, Free Open Source | Evaluate, monitor, and govern your AI applications in production | [.md](https://openaitools.app/tool/maxim-ai.md) |

---
Source: https://openaitools.app/compare/roark-vs-tactiq

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)