Dev tools · alternatives · 2026
24 alternatives to Grai
Catch data issues during CI, not in production
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Grai launched in 2023; newer entries below may have overtaken it.
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traceAI▲273Open-source LLM tracing that speaks GenAI, not HTTP.
Apr 2026 · github.com · its alternatives →
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DataMonkey▲676Your GeoAI to combine in-house with public map-based data
2024 · datamonkey.tech · its alternatives →
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TraceRoot.AI▲344Fix bugs faster with open source, AI native observability
2025 · traceroot.ai · its alternatives →
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- 5OS
2022 · opendatadiscovery.org · its alternatives →
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Observability copilot to resolve production issues instantly
2025 · middleware.io · its alternatives →
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Analyze your OpenAI API usage and logs in real-time
2023 · its alternatives →
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Trace LLM requests + costs with OpenTelemetry monitoring
Oct 2025 · openlit.io · its alternatives →
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- 16IB
Hey there! I’ve been working on DB Pilot for the last couple of months, and I recently added an AI assistant powered by GPT 3.5 to help you write SQL queries tailored to your DB schema. Simply ask what data you are looking for - GPT will figure out which tables to use, how to join them, and then write a query for you. The AI assistant knows which tables and columns exist in your database, meaning it can write queries specific to your schema. Besides that, it doesn't have access to any actual data from your database though, meaning your data doesn't get exposed to OpenAI.
2023 · dbpilot.io · its alternatives →
- 17IB
Every data pipeline job I had to tackle required quite a few components to set up: - One tool to ingest data - Another one to transform it - If you wanted to run Python, set up an orchestrator - If you need to check the data, a data quality tool Let alone this being hard to set up and taking time, it is also pretty high-maintenance. I had to do a lot of infra work, and while this being billable hours for me I didn’t enjoy the work at all. For some parts of it, there were nice solutions like dbt, but in the end for an end-to-end workflow, it didn’t work. That’s why I decided to build an…
2024 · github.com · its alternatives →
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Trace, evaluate, and improve AI agents in production
Aug 2026 · telerik.com · its alternatives →
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- 22OO
Hi! One of the creators here. Very proud to finally be able to show you what we've been working on for over a year now. Curious to hear your thoughts! Objectiv is open-source (APLv2) product analytics infrastructure. It's built around a generic but strict event taxonomy, open/common data- and infra tools (currently PG, snowplow, working on bigquery with more to come), and the analyses are done using our pandas-like, SQL speaking modeling library called Bach. As a result, we’re moving towards a vision wherein models can be shared openly, independent of product, platform[1] or data…
2022 · objectiv.io · its alternatives →
- 23CA
Hi HN! We’re Clemens and Felix from Cito - thrilled to show you what we’ve built to help data engineers stay on top of data quality issues. Think Datadog meets Incident.io. Tests in dbt are great when checking whether specific expectations are true, but don’t work well for use cases where data patterns may change over time. When relying on testing alone, data teams regularly face situations where business stakeholders identify data issues in dashboards first, eroding trust. In such situations, understanding the implications of an issue and debugging can be a very manual and time-consuming…
2022 · citodata.com · its alternatives →
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First open-source data discovery and observability platform
2022 · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →