We are bleeding money on our current software stack and leadership wants me to evaluate open source project management alternatives by this afternoon.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are bleeding money on our current software stack and leadership wants me to evaluate open source project management alternatives by this afternoon.
6 real searches · 1 real-search pass
best open source project management software 2026 OpenProject Plane Taiga Redmine Leantime features license self hostedGoogle ↗
OBSERVEDComparison
official OpenProject community edition features limitations license self hosted 2026Google ↗
OBSERVEDOther / navigational
official Plane open source community edition features license self hosted 2026Google ↗
OBSERVEDOther / navigational
official Taiga open source project management features license self hosted 2026Google ↗
OBSERVEDOther / navigational
official Redmine features license open source project management 2026Google ↗
OBSERVEDComparison
official Leantime open source project management features license self hosted 2026Google ↗
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 (6)
Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
best open source project management software 2026 OpenProject Plane Taiga Redmine Leantime features license self hosted Google ↗
official OpenProject community edition features limitations license self hosted 2026 Google ↗
official Plane open source community edition features license self hosted 2026 Google ↗
official Taiga open source project management features license self hosted 2026 Google ↗
official Redmine features license open source project management 2026 Google ↗
official Leantime open source project management features license self hosted 2026 Google ↗
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best open source project management software 2026 OpenProject Plane Taiga Redmine Leantime features license self hosted OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official OpenProject community edition features limitations license self hosted 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official Plane open source community edition features license self hosted 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official Taiga open source project management features license self hosted 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official Redmine features license open source project management 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official Leantime open source project management features license self hosted 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |