Axiom vs Monday.com

Axiom is a managed data platform for logs, traces, metrics, and events that ingests data schema-less at massive scale without requiring users to run their own infrastructure. It uses its own APL query language and a highly compressed storage engine to keep unlimited-retention log data queryable and affordable, aiming to displace legacy tools like Splunk with a modern, cost-efficient alternative. Beyond raw storage and query, Axiom leans into AI-native workflows: it ships an MCP server so coding agents like Claude can query telemetry directly, and it offers a Splunk App integration for side-by-side migrations. Pricing is usage-based with a permanent free tier (500 GB/mo ingest, 30-day retention) and a $25/month Cloud plan plus usage for teams that need more scale, retention control, and enterprise add-ons like SSO and audit logs.

Monday.com is a colorful, flexible “work OS” that lets teams build boards and workflows for projects, CRM, marketing, and operations without code. It emphasizes visual, spreadsheet-like management.

• Permanent free tier with 500 GB/month ingest and no credit card required
• Very high data compression keeps long-retention storage costs low
• Native MCP support lets AI agents query observability data directly
• Usage-based pricing avoids per-seat licensing costs common in this category

• Very visual and approachable
• Flexible for many use cases
• Good automations
• Strong templates

• Enterprise security features (SSO, RBAC, audit logs, directory sync) are unbundled paid add-ons rather than included
• APL is a proprietary query language, adding a learning curve versus SQL or PromQL
• Documentation and tooling are less mature than long-established players like Datadog or Splunk

• Seat-based pricing adds up
• Can get cluttered
• Advanced features gated