Both BrowserBee and Axiom let you automate browser tasks — filling forms, clicking through a flow, pulling data off a page — without writing a scraping script. Beyond that, they're built for different people entirely. BrowserBee is a free, open-source project you run yourself with your own LLM API key; Axiom is a commercial, no-code recorder with cloud and desktop execution. The detail that actually matters most: BrowserBee's original author stopped active development in October 2025, while Axiom is still a maintained, paid product. That single fact should drive most of this decision.
BrowserBee — free, open source, but no longer actively maintained
BrowserBee lets you describe a browsing task in plain English — check social mentions, do research, fill in a form — and it carries it out client-side, with support for multiple LLM providers including a fully local, free Ollama model. There's no third-party server involved in the automation itself, and it tracks usage/cost per task so you can see what each run actually costs in API calls.
Pricing: free, Apache 2.0 license. The only real cost is your own LLM API key (Anthropic, OpenAI, Gemini) — or nothing at all if you run a local model through Ollama.
Strengths: genuinely free and open source; runs client-side with no automation middleman; works with several LLM providers instead of locking you into one; built-in cost tracking per task.
Limits: the original author stopped active development in October 2025 — you're using a frozen snapshot, not a product with a roadmap; it's now competing against well-funded browser agents from OpenAI, Perplexity, Anthropic and Google that keep shipping; and it still depends on a paid LLM API key unless you're set up to run models locally.
Axiom — a paid, still-maintained no-code browser recorder
Axiom takes a more traditional no-code approach: you visually record the clicks, form fills and page navigation you want automated, and it replays them — in the cloud or on your own desktop — without you writing any code. It also integrates directly with Claude for AI-assisted automation on top of the recorded flow.
Pricing: subscription-based. Starter $15/month (5 hours of runtime), Pro $50/month (30 hours), Pro Max $150/month (100 hours), Ultimate $250/month (250 hours).
Strengths: simple visual recording, no coding required; both cloud and local desktop execution; deep Claude integration for AI-assisted automation on top of recorded flows; predictable pricing tied to runtime hours rather than per-task.
Limits: hourly-runtime pricing is less intuitive to estimate up front than a flat per-task price; it's competing in a genuinely crowded browser-automation market; and it has fewer third-party app integrations than a true generalist like Zapier.
Side-by-side
| BrowserBee | Axiom | |
|---|---|---|
| Price | Free (OSS) + your own LLM key | From $15/mo (5 hrs runtime) |
| How you build a task | Plain-English instruction | Visual click-by-click recording |
| Active development | Stopped October 2025 | Actively maintained |
| Runs where | Client-side, your machine | Cloud or desktop |
| Local/private LLM option | Yes, via Ollama | Not the focus |
| Best fit | Tinkerers comfortable with an unmaintained tool | Teams needing a supported, reliable tool |
Which one should you actually pick?
Pick BrowserBee if you're comfortable running an unmaintained open-source project, want full control over which LLM you use (including a free local model via Ollama), and your automation needs are simple enough that a frozen feature set won't hurt you later. Pick Axiom if you need something a team can actually rely on going forward — active development, cloud execution, and support — and $15-50/month is a reasonable trade for not inheriting an abandoned codebase.
Two more options worth knowing about if neither fits exactly: peerd is a newer, free BYOK browser agent built with prompt-injection defenses in mind, though it's still an early v0.x developer release. Browser Use is the heavier-duty option — an open-source library ranked #1 on a 200+ task browser-agent leaderboard, with paid cloud tiers from $29/month for teams that need stealth browsing, CAPTCHA solving, and residential proxies at scale.