Paying too much for Managing your Loki Cluster?
Full-text search, AI-native debugging, and predictable pricing — no query limits, no LogQL.
Oodle can help you if
- ✓Your Grafana Cloud Loki bill is growing faster than your log volume
- ✓Query performance degrades during incidents when you need it most
- ✓You need full-text search but Loki's label model is limiting
- ✓You want AI-native debugging without learning LogQL
Oodle is probably not for you if
- —You don't want to reduce your costs
- —You are happy with the performance of your Loki cluster
- —You don't need AI-native debugging capabilities
Trusted by startups, unicorns and public companies
What engineers are actually saying about Grafana Cloud Loki
Real feedback from Hacker News, GitHub issues, and engineering blogs.
Expensive Log Ingestion & Hidden Costs
Grafana Cloud charges $0.50/GB for log ingestion plus $0.10/GB/month for retention. At scale, costs balloon — and that's before you add user seats and query read charges.
"Grafana Cloud is a great product but the pricing scheme really scared me away. With 10 physical servers and standard metrics setup, Grafana Cloud costs ~$728/month versus ~$300/month for AWS managed Prometheus."
— Hacker NewsNo Full-Text Search & Slow Queries
Loki scans all log chunks for every query. No full-text indexing means searching for a trace ID across days of data is painfully slow — even in Grafana Cloud.
"It is very slow on 'needle in the haystack' queries such as 'search for logs containing some rarely seen trace_id', since it needs to read, unpack and scan all the logs at object storage."
— Hacker NewsQuery Timeouts & Degraded Performance Under Load
Even in Grafana Cloud, Loki queries time out on wide time ranges. High-cardinality labels explode RAM, and "context deadline exceeded" errors are a regular occurrence.
"Loki cannot process raw logs and build graphs in more than 30 minutes, maximum 1 hour, and even then, some of the visualizations do not load."
— RTFM.co.ua (Migration Blog)LogQL Lock-in & Poor Developer Experience
LogQL is unintuitive, dashboards and alerts are tied to Grafana, and there's no AI-powered debugging. Engineers spend more time writing queries than solving problems.
"Loki query language is the most inconvenient language for logs I've seen: it can't calculate multiple stats in a single query, its syntax for aggregate functions is unintuitive, it requires putting an annoying "|=" separator between search terms."
— Hacker NewsAdditional reported issues
Oodle: Built for logs at any scale
S3-based architecture from the team behind Amazon S3, DynamoDB, Rubrik, and Snowflake
Why engineers switch to Oodle
Modern observability without query limits or pricing surprises
Predictable, transparent pricing
- Simple per-GB pricing — no per-series penalties or seat charges
- No fair-use query limits — search as much as you need
- No surprise cardinality bills from Kubernetes defaults
- Sub-linear pricing as you scale — costs grow slower than data
Know your bill before it arrives. No surprises, no gotchas.
True full-text search at any scale
- Full-text indexing across all log fields — not just labels
- Search for trace IDs, user IDs, or error messages in seconds
- Query across days or weeks without timeouts or rate limits
Find the needle in the haystack in seconds, not minutes
AI-native debugging
- Ask questions in plain English — no LogQL to learn or master
- AI assistant available in UI, Slack, Cursor, and Claude Code
- Automated root cause analysis across logs, metrics, and traces
- Debug incidents faster by letting AI validate your hypothesis
Debug in minutes, not hours. AI does the heavy lifting.
No vendor lock-in
- Keep your existing log shippers — Alloy, Vector, Fluent Bit, OTel
- OpenSearch-compatible query API — no proprietary query language
- Export your data anytime with standard APIs
- No ecosystem tax — use any visualization or alerting tool
Your data, your choice. Switch in or out freely.
Up to 3× lower cost than Grafana Cloud Loki
See how your current Grafana Cloud costs compare with Oodle's simple pricing.
Total Cost of Ownership
42% savings vs Grafana Labs
Grafana Labs
Grafana Cloud
Oodle
Fully managed
*Assumptions: 30d retention. Oodle pricing is usage-based with no minimum commitment.
Grafana Cloud pricing adds up fast — log ingestion, query volume, active series, user seats, and Kubernetes monitoring are all billed separately. Oodle keeps it simple: per-GB pricing with no per-user or per-query charges.
Get started in minutes
Keep your existing log shippers. Just add Oodle as a second output — or replace Grafana Cloud Loki entirely.
Your existing instrumentation works out of the box with Oodle.
Dual-Ship Migration
Keep sending data to Grafana Cloud Loki while shipping to Oodle in parallel. Cut over when ready — zero downtime.
Migrate in Under a Week
Keep shipping logs to Grafana Cloud while you verify Oodle. Zero data loss, zero downtime.
How to Switch
Configure Dual-Ship
15 minsAdd Oodle as a second output in your Grafana Alloy, Vector, Fluent Bit, or OTel Collector config. Logs flow to both Grafana Cloud and Oodle in parallel.
View docsVerify & Compare
1-3 daysUse Oodle's UI alongside Grafana Cloud. Verify log completeness, search speed, and compare query experience side-by-side.
Cutover
15 minsRemove Grafana Cloud Loki output from your shipper config. Cancel your Grafana Cloud Logs subscription.
Who is Switching
“Switching to Oodle has been remarkable — dashboards load much faster. It took less than 6 hours to achieve 4x cost reduction.”
Kunal Khandelwal
Platform Engineering Lead, Cure.fit
CloudWatchGrafanaGrafana Labs
OpenSearch
SplunkCloudWatchProven at enterprise scale
What changes when you switch
From query limits and pricing surprises to observability freedom
Capabilities Grafana Cloud Loki doesn't have
Oodle isn't just a replacement — it's an upgrade with capabilities built for modern observability.
AI-Native Debugging
- Ask questions in plain English, get answers instantly
- AI-powered root cause analysis across logs, metrics, and traces
- Native Cursor, Claude Code, and MCP integration
No Query Timeouts or Rate Limits
- Fast queries across any time range — no "context deadline exceeded"
- No rate limiting during incidents when you need logs most
- High-cardinality fields indexed natively.
True Full-Text Search
- Search any field without label restrictions or LogQL syntax
- High-cardinality fields work natively
- Fast search over days or weeks, not just minutes
Enterprise-ready from day one
Security and compliance built without compromise
Ready to leave Grafana Cloud Loki behind?
Go live in 15 minutes. Full-text search. No query limits.