What are the current vendor evaluation criteria and pricing models for B2B software designed to measure generative AI productivity gains across remote software engineering teams?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current vendor evaluation criteria and pricing models for B2B software designed to measure generative AI productivity gains across remote software engineering teams?
6 real searches · 1 real-search pass
2026 generative AI developer productivity measurement platforms vendor pricing DX Jellyfish LinearB Swarmia Pluralsight Flow pricing enterpriseGoogle ↗
OBSERVEDComparison
official pricing engineering intelligence platform DX software engineering intelligence pricing AI impact measurementGoogle ↗
OBSERVEDConsequence
official pricing Jellyfish engineering management platform AI productivity measurement pricingGoogle ↗
OBSERVEDComparison
official pricing LinearB engineering intelligence pricing AI insightsGoogle ↗
OBSERVEDComparison
official pricing Swarmia engineering analytics pricing AI impactGoogle ↗
OBSERVEDConsequence
DORA SPACE framework generative AI developer productivity measurement research 2025 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
2026 generative AI developer productivity measurement platforms vendor pricing DX Jellyfish LinearB Swarmia Pluralsight Flow pricing enterprise Google ↗
official pricing engineering intelligence platform DX software engineering intelligence pricing AI impact measurement Google ↗
official pricing Jellyfish engineering management platform AI productivity measurement pricing Google ↗
official pricing LinearB engineering intelligence pricing AI insights Google ↗
official pricing Swarmia engineering analytics pricing AI impact Google ↗
DORA SPACE framework generative AI developer productivity measurement research 2025 2026 Google ↗
- AI measurement in engineering · getdx.com
- DX Pricing · g2.com
- Pricing · jellyfish.co
- 7 Modern Tools for Measuring AI Developer Productivity · jellyfish.co
- Swarmia pricing & plans · swarmia.com
- LinearB Pricing · linearb.io
- Vendor website · faros.ai
- Vendor website · worklytics.co
- Worklytics · worklytics.co
- DORA · dora.dev
- 2025 DORA State of AI Assisted Software Development · cloud.google.com
- Applying measurement frameworks in the age of AI · thoughtworks.com
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 |
|---|---|---|---|---|---|---|---|
2026 generative AI developer productivity measurement platforms vendor pricing DX Jellyfish LinearB Swarmia Pluralsight Flow pricing enterprise OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official pricing engineering intelligence platform DX software engineering intelligence pricing AI impact measurement OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
official pricing Jellyfish engineering management platform AI productivity measurement pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official pricing LinearB engineering intelligence pricing AI insights OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official pricing Swarmia engineering analytics pricing AI impact OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
DORA SPACE framework generative AI developer productivity measurement research 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |