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redpanda-data

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redpanda-data is a startup tracked by VC Deal Flow Signal through its public GitHub activity. This profile records its commit velocity, contributors, and signal type as a benchmark for investors.

GrowthUnited StatesData Infrastructure

Current Signal, Q3 2026

redpanda-data shows -71% commit velocity change with 175 active contributors (+19% growth). Signal type: Deceleration. 1 new repository created in the last 30 days. Trend vs. prior quarter: decelerating (was -18% in Q2 2026).

Engineering acceleration is a sustained rise in a startup's public GitHub output - commits, contributors, new repositories, relative to its own baseline. It is a quantitative signal computed from public data, unrelated to accelerator programs.

Data sourced from public GitHub activity. Read our methodology

Engineering Metrics, Q3 2026

Commit Velocity (14d)

91

Velocity Change

-71%

Contributors

175

+19% growth

New Repos (30d)

1

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Projected lead-time window

no active window

Projected next milestone

Platform or stack transition

The free Sunday digest puts redpanda-data and 540 other startups we track in context, 14-day acceleration deltas, contributor maps, and the top names not on Crunchbase yet. Five names every Sunday, no card, no code-reading.

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Projections are model estimates derived from each org's public commit signal and the SSRN-published methodology, not statements of fact. Cross-reference with primary sources before acting.

Engineering Velocity Report Card

Velocity Score

72/100

Strong, Significant engineering activity detected

72

Commit Velocity Change

-71%

Contributor Growth

+19%

New Repositories

1

Signal Type

Deceleration

Signal History

PeriodVelocity (14d)ChangeContributorsGrowthNew ReposSignal
Q3 202691-71%175+19%1Deceleration
Q2 2026217-18%175+19%1Deceleration
Q1 2026431+201%175+19%1Deploy frequency spike
Q4 2025643+13%175+19%1Framework migration
Q3 2025355-20%175+0%2Deceleration

What This Signal Means for Investors

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Frequently Asked Questions

What is redpanda-data's current engineering signal?

As of Q3 2026, redpanda-data shows a "Deceleration" signal with -71% commit velocity change over a 14-day window, 175 active contributors, and +19% contributor growth. This indicates a technology stack transition, which often precedes a pivot or platform upgrade.

Is redpanda-data raising a funding round?

VC Deal Flow Signal does not predict specific funding rounds. However, redpanda-data's engineering acceleration pattern (-71% commit velocity change in Q3 2026) is the type of signal that has historically preceded fundraise announcements by three to six weeks. Investors should cross-reference this signal with other sources (Crunchbase, hiring activity, community mentions) before drawing conclusions.

How does redpanda-data compare to other data infrastructure startups?

redpanda-data is tracked in our Data Infrastructure sector rankings for Q3 2026. View the full sector ranking at signals.gitdealflow.com/startups-to-watch/data-infrastructure-q3-2026 to see how it compares on commit velocity, contributor count, and signal type against other data infrastructure startups.

View Full Sector Rankings

Related Resources

redpanda-data engineering momentum badge: Deceleration signal, 91 commits in 14 days

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21-47 days
Signal Lead Time (median 31d)
$80M+
Rounds Tracked
90 sec
Per Scan
5,000+
Founders Tracked

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