# Acuvity vs Middleware

Acuvity records 0 monthly visits with — month-over-month growth and Contact for Pricing pricing. Middleware records 35,967 monthly visits with -12.3% growth and Freemium, Contact for Pricing pricing.

| Metric | [Acuvity](https://openaitools.app/tool/acuvity) | [Middleware](https://openaitools.app/tool/middleware) |
| :--- | :--- | :--- |
| Website URL | https://chromewebstore.google.com/detail/acuvity/ggbfempmmndofcmmlkijngdgokbgafhc | https://middleware.io |
| Categories | AI Monitor | AI Monitor, Log Management, Large Language Models (LLMs) |
| Pricing Model | Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 0 | 35,967 |
| MoM Growth Rate | — | -12.3% |
| Primary Market | Global | India |
| Direct Visits | 0 | 8,884 |
| Review Score | 4.2 | 4.3 |
| Saved Count | 0 | 1 |
| Supported Platforms | Browser Extension | Website |

## Acuvity

Acuvity is a lightweight Chrome extension aimed at security administrators who need to know which AI services people in their organization are actually reaching. Shadow AI — employees quietly using third-party chatbots, writing assistants, image generators and APIs — is difficult to inventory from the network edge alone, so Acuvity adds a browser-level discovery layer that surfaces AI-related services in use and tracks them for compliance and governance reporting.

Beyond discovery, the extension can optionally apply browser proxy settings automatically based on policies defined by the security team. That means an organization can route or restrict traffic to sanctioned AI providers without asking every employee to reconfigure their browser by hand, keeping day-to-day operations aligned with internal security requirements.

Acuvity sits in the emerging 'AI security posture' category alongside browser access-control and shadow-AI monitoring tools. It is distributed free of charge as a Chrome extension; the wider Acuvity platform that consumes its discovery signals, and enterprise pricing for it, are arranged directly with the vendor, so cost depends on organization size and requirements.

**Pricing & Plans:** The Chrome extension itself is installed free from the Chrome Web Store. The broader Acuvity security platform is sold to organizations and priced on request, typically scaling with seats and deployment scope, so you need to contact the vendor for a quote.

- **AI provider discovery:** Surfaces the AI providers, chatbots and AI-enabled services being accessed by users in your organization, turning shadow AI usage into a visible inventory.
- **Compliance and governance tracking:** Continuously tracks discovered AI services so security teams can map usage to internal policy and regulatory obligations.
- **Automatic proxy policy enforcement:** Can optionally configure browser proxy settings from the policies your security team defines, aligning employee browsers with the approved access path.
- **Lightweight deployment:** Installs as a small Chrome extension deployed through normal enterprise extension management, with no heavy endpoint agent required.
- **Minimal data handling:** The developer declares that user data is not sold to third parties and is not used for creditworthiness or lending determinations.

**Strengths:** Purpose-built for shadow AI discovery rather than general browsing telemetry; Small, low-overhead Chrome extension that fits existing enterprise extension deployment; Optional proxy enforcement turns discovery into actual policy control; Developer declares no third-party sale of user data

**Limitations:** Requires the wider Acuvity platform to get the most value; the extension alone is only the collection layer; Full pricing is not published and must be obtained through a sales conversation; Browser-side visibility cannot see AI usage that never touches a managed browser

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

## Middleware

Middleware consolidates the observability signals that usually live in separate tools. Infrastructure monitoring covers servers, containers, serverless functions and managed cloud services across AWS, Azure, GCP and Kubernetes. APM tracks application performance and traces slow requests down to the code path, while log monitoring with AI-assisted search makes it practical to debug high-volume log streams. Real user monitoring and synthetic monitoring add the outside-in view of how actual users and test probes experience the product.

What differentiates the platform is OpsAI, an AI SRE agent that not only detects anomalies but correlates them across signals and proposes remediation. The vendor cites customers reducing debugging and resolution time dramatically, and positions the agent as helping fix problems in production rather than simply paging an engineer. LLM observability extends the same idea to AI applications, letting teams monitor and evaluate model calls in production.

Operationally, Middleware provides a unified dashboard, alerting, a query language, notebooks, session replay, error tracking and continuous profiling, plus SLO monitoring. It integrates with the common cloud and Kubernetes environments and is presented as an alternative to Datadog, New Relic, Dynatrace, Grafana and Coralogix. A free tier makes it easy to start, with paid and enterprise plans for larger data volumes and support needs.

**Pricing & Plans:** Free tier to get started, with paid plans and enterprise pricing available on request.

- **OpsAI SRE Agent:** An AI agent that detects, investigates, and helps auto-fix production issues across infrastructure, APM and RUM signals.
- **Unified infrastructure monitoring:** Monitor servers, containers, serverless workloads and cloud services across AWS, Azure, GCP and Kubernetes from one place.
- **Log monitoring with AI insights:** Correlate and query high-volume logs assisted by AI so debugging does not rely on manual grep-style detective work.
- **APM and distributed tracing:** Track application performance, trace slow requests, and inspect database and endpoint behaviour end to end.
- **LLM observability:** Monitor and evaluate LLM application calls, latency, cost and quality alongside your traditional stack telemetry.

**Strengths:** Single platform for infra, APM, logs, RUM and LLM observability; AI SRE agent aims at remediation, not just alerting; Free tier available to evaluate before committing; Explicitly positioned as an alternative to major legacy vendors

**Limitations:** Full pricing for larger deployments requires contacting sales; Breadth of features can mean a longer initial setup; Advanced AI agent capabilities may vary by plan

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

## Frequently Asked Questions

### How do Acuvity and Middleware compare in monthly traffic?

Acuvity has 0 monthly visits, while Middleware has 35,967. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Acuvity has a month-over-month growth rate of —; Middleware has -12.3%.

### How does pricing compare?

Acuvity: Contact for Pricing. The Chrome extension itself is installed free from the Chrome Web Store. The broader Acuvity security platform is sold to organizations and priced on request, typically scaling with seats and deployment scope, so you need to contact the vendor for a quote. Middleware: Freemium, Contact for Pricing. Free tier to get started, with paid plans and enterprise pricing available on request.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Datadog](https://openaitools.app/tool/datadog) | 5,175,760 | -4.8% | Freemium, Free Trial, Paid, Contact for Pricing, Free | Unified observability, security and incident response for cloud-scale engineering teams | [.md](https://openaitools.app/tool/datadog.md) |
| 2 | [Aura](https://openaitools.app/tool/aura-com) | 2,646,116 | -20.7% | Free Trial, Paid | All-in-one protection for your identity, credit, family, and devices | [.md](https://openaitools.app/tool/aura-com.md) |
| 3 | [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) |
| 4 | [Vectra AI](https://openaitools.app/tool/vectra) | 150,359 | -1.1% | Contact for Pricing | See your enterprise the way attackers do — observe, understand, signal, and respond at AI speed | [.md](https://openaitools.app/tool/vectra.md) |
| 5 | [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) |
| 6 | [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) |
| 7 | [PromptLayer](https://openaitools.app/tool/promptlayer) | 85,899 | -4.6% | Free Trial, Contact for Pricing | The collaboration layer for AI engineering teams | [.md](https://openaitools.app/tool/promptlayer.md) |
| 8 | [Confident AI](https://openaitools.app/tool/confident-ai) | 83,400 | -3.3% | Freemium, Paid, Contact for Pricing | Standardize LLM evaluation, observability, and red teaming across your whole org | [.md](https://openaitools.app/tool/confident-ai.md) |
| 9 | [Gamma.AI](https://openaitools.app/tool/gamma-ai) | 71,636 | -26.2% | Contact for Pricing | AI-powered cloud DLP and security awareness training for SaaS environments | [.md](https://openaitools.app/tool/gamma-ai.md) |
| 10 | [we360.ai](https://openaitools.app/tool/we360-ai) | 64,253 | -22.5% | Freemium, Free Trial, Paid | AI workforce analytics that turn monitoring data into productivity and cost decisions. | [.md](https://openaitools.app/tool/we360-ai.md) |

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Source: https://openaitools.app/compare/acuvity-vs-middleware

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