Looking for the absolute best way to measure developer velocity accurately using current industry benchmarks and tools available today
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the absolute best way to measure developer velocity accurately using current industry benchmarks and tools available today
3 real searches · 1 real-search pass
2025 2026 DORA software delivery performance metrics benchmarks official report deployment frequency lead time change failure rate failed deployment recovery timeGoogle ↗
OBSERVEDReason
SPACE framework developer productivity metrics research paper dimensions satisfaction performance activity communication efficiency flowGoogle ↗
OBSERVEDReason
2025 engineering productivity tools benchmarks LinearB Jellyfish DX developer analytics GitHub metrics comparisonGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2025 2026 DORA software delivery performance metrics benchmarks official report deployment frequency lead time change failure rate failed deployment recovery time Google ↗
SPACE framework developer productivity metrics research paper dimensions satisfaction performance activity communication efficiency flow Google ↗
2025 engineering productivity tools benchmarks LinearB Jellyfish DX developer analytics GitHub metrics comparison Google ↗
- DORA | A history of DORA’s software delivery metrics · dora.dev
- DORA · dora.dev
- Evolving the measures of software delivery performance · dora.dev
- DORA Quick Check · dora.dev
- The SPACE of Developer Productivity: There's more to it than you think.: Queue: Vol 19, No 1 · doi.org
- LinearB website · linearb.io
- DORA metrics · linearb.io
- Swarmia website · swarmia.com
- Integrations · swarmia.com
- Jellyfish website · jellyfish.co
- Faros AI website · faros.ai
- The Build framework for running an agentic software organization · swarmia.com
- AI Analytics: Adoption, Workflow, and Impact - HelpDocs & User Setup · linearb.helpdocs.io
- SPACE – The research framework for developer productivity · queue.acm.org
- CircleCI – 2026 State of Software Delivery · circleci.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 DORA software delivery performance metrics benchmarks official report deployment frequency lead time change failure rate failed deployment recovery time OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SPACE framework developer productivity metrics research paper dimensions satisfaction performance activity communication efficiency flow OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2025 engineering productivity tools benchmarks LinearB Jellyfish DX developer analytics GitHub metrics comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |