I manage an older development team and need the best tool for measuring developer velocity accurately without annoying our engineers who hate micro-management.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I manage an older development team and need the best tool for measuring developer velocity accurately without annoying our engineers who hate micro-management.
4 real searches · 1 real-search pass
best software engineering metrics tools 2026 LinearB Jellyfish Swarmia DX comparison team delivery metricsGoogle ↗
OBSERVEDComparison
LinearB engineering intelligence platform DORA metrics workflow automation officialGoogle ↗
OBSERVEDOther / navigational
Swarmia engineering metrics developer experience privacy team metrics officialGoogle ↗
OBSERVEDOther / navigational
Jellyfish engineering management platform engineering metrics officialGoogle ↗
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). 3 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 software engineering metrics tools 2026 LinearB Jellyfish Swarmia DX comparison team delivery metrics Google ↗
LinearB engineering intelligence platform DORA metrics workflow automation official Google ↗
Swarmia engineering metrics developer experience privacy team metrics official Google ↗
Jellyfish engineering management platform engineering metrics official Google ↗
- Swarmia · swarmia.com
- LinearB · linearb.io
- Jellyfish · jellyfish.co
- Best Developer Productivity Tools 2026: Engineering Analytics Compared · wetheflywheel.com
- LinearB vs Swarmia vs Jellyfish vs DX, engineering analytics . Alexey Shurov · shurco.ai
- Comparison of engineering metrics tools · multitudes.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best software engineering metrics tools 2026 LinearB Jellyfish Swarmia DX comparison team delivery metrics OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
LinearB engineering intelligence platform DORA metrics workflow automation official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Swarmia engineering metrics developer experience privacy team metrics official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Jellyfish engineering management platform engineering metrics official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |