Axiom is a machine-data platform: schema-less ingest, APL queries, petabyte retention, pay for volume. That is not a mechanic. Tink installs in one command, watches the Linux server, explains what is wrong, and helps you fix it.
Accidental sysadmins land on Axiom because the pitch is keep every log without a Splunk bill. Then the disk fills, nginx dies, and the dataset is quiet — nothing was shipped, so APL has nothing to say.
Tink is the other job: detect the issue on the machine, say why it happened in plain English, propose the command, and run it only after you approve. Keep Axiom if you already operate an event store. Use Tink if you run Linux servers and want a mechanic.
| Feature | Tink | Axiom |
|---|---|---|
| Setup time | 30 seconds (one curl | sh command) | Minutes to hours — ship events into Axiom datasets, then learn APL so a query finds the line |
| What you get | Working monitoring, diagnosis, and approved fixes | A managed event store. The disk, nginx, and certs are still your problem until a byte arrives |
| Pricing | Free (Scout) / $9 / $29 per machine per month | Pay for ingest volume — keep-every-byte is the pitch, and a chatty journald host is the bill |
| Hidden costs | None — fully managed | Shippers, dataset design, APL fluency, and a second tool for CPU, disk, and restarts |
| Monitoring approach | Agent on the server — CPU, disk, services, logs, certs, ports | Schema-less ingest plus APL/MPL. Axiom does not watch a quiet disk unless you shipped that event |
| Configuration | None after install — heuristics and AI | Datasets, shippers, APL queries, dashboards, and alert rules on matching events |
| Plain-English diagnosis | Yes — AI explains root cause, impact, and fix | You write the pipe, then SSH in to change the box |
| Fix execution | Proposes and executes approved commands with an audit trail | Query only — Axiom cannot restart nginx or free disk |
| Alerting | Built-in across 8 channels | Query and monitor alerts on ingested events — host health is extra |
| Predictive alerts | Yes — disk fills in ~6 days, memory and CPU trends | Not an Axiom job — an event store does not forecast a quiet disk |
| SSH brute-force detection | Built-in — parses auth.log every scan | Only if you ship auth.log and write the APL |
| Machine offline detection | Agent presence monitoring with multi-channel alerts | Silence in the dataset if the shipper dies — if you built a deadman check |
| Public status page | Shareable URL with 90-day history | Internal query UI — customer status is extra work |
| Weekly fleet digest | Automated Monday digest + daily brief when issues are open | Dashboards — not a plain-English fleet narrative |
| On-call tracking | Built-in /oncall command + incident acknowledgment | Not included — wire Axiom alerts into PagerDuty or another incident tool |
| Conversation interface | Telegram, WhatsApp, web dashboard, CLI | Axiom query UI and MCP. No mechanic you text when disk filled |
| Learning curve | None — works after install | Low for ingest, higher for APL, volume budgets, and which events not to send |
| Best for | Freelancers, small teams, accidental sysadmins (1-50 Linux servers) | Teams that already centralize machine data at scale and only need a query engine, not a sick-VPS mechanic |
Keep Axiom when you already want that exact job:
Keep-every-byte is in every log-platform blog post. A working ops loop for five Linux boxes is not:
For a 5-server team, Tink Mechanic at $45/month is cheaper than the ingest bill plus the hours you spend writing APL, and every scan includes a diagnosis a quiet event store will not type.
No ingest homework. No silent host. One command install.
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