Are there any good open source alternatives to Linear that support deep Git integrations for developers on a tight budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any good open source alternatives to Linear that support deep Git integrations for developers on a tight budget
4 real searches · 1 real-search pass
best open source Linear alternatives GitHub GitLab integration Plane OpenProject Taiga Leantime Huly 2026Google ↗
OBSERVEDComparison
Plane GitHub integration self hosted open source docs issue pull request automationGoogle ↗
OBSERVEDComparison
Huly GitHub integration open source project management docsGoogle ↗
OBSERVEDOther / navigational
OpenProject GitHub GitLab integration open source official docsGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best open source Linear alternatives GitHub GitLab integration Plane OpenProject Taiga Leantime Huly 2026 Google ↗
Plane GitHub integration self hosted open source docs issue pull request automation Google ↗
Huly GitHub integration open source project management docs Google ↗
OpenProject GitHub GitLab integration open source official docs Google ↗
- Website · plane.so
- GitHub · github.com
- GitHub integration docs · docs.plane.so
- Website · huly.io
- GitHub · github.com
- Documentation · docs.huly.io
- Self-hosting · about.gitlab.com
- GitLab source · gitlab.com
- Website · openproject.org
- GitHub · github.com
- GitLab integration docs · openproject.org
- Website · forgejo.org
- Source code · codeberg.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best open source Linear alternatives GitHub GitLab integration Plane OpenProject Taiga Leantime Huly 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Plane GitHub integration self hosted open source docs issue pull request automation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Huly GitHub integration open source project management docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenProject GitHub GitLab integration open source official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |