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Q4 2026 Rankings

Climate Tech Startups to Watch, Q4 2026

Climate tech engineering activity is concentrated in grid software and carbon accounting tooling.

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Key takeaways, at a glance

In Q4 2026, 9 of 24 tracked climate tech startups show positive engineering acceleration. PyPSA leads with 41 commits over 14 days (+1950% change). The dominant signal pattern is "Deceleration". Average sector commit velocity is 26 commits per 14-day window. These engineering momentum signals have historically preceded fundraise announcements by three to six weeks.

Data sourced from public GitHub activity. Read our methodology

Bar chart: Climate Tech, Velocity Change. PyPSA: +1950%, singularity-energy: +450%, go-graphite: +283%, protontypes: +200%, regen-network: +200%, nco: +133%, nci: +100%, Green-Software-Foundation: +100%.Climate Tech, Velocity ChangePyPSA+1950%singularity-ene...+450%go-graphite+283%protontypes+200%regen-network+200%nco+133%nci+100%Green-Software-...+100%
Climate Tech, Velocity Change, top 8 startups by 14-day commit velocity change. Data: VC Deal Flow Signal.
Signal distribution for Climate Tech: Deceleration (13), Engineering hiring burst (5), Framework migration (5), Deploy frequency spike (1). 24 startups total.24startups
Deceleration (13, 54%)
Engineering hiring burst (5, 21%)
Framework migration (5, 21%)
Deploy frequency spike (1, 4%)
Signal type distribution across 24 climate tech startups. Data: VC Deal Flow Signal.
#CompanyStageCommits (14d)ChangeContributorsSignal
1PyPSA

Python for Power System Analysis

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Growth41+1950%124Engineering hiring burst
2singularity-energy

Data-driven grid decarbonization

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Pre-seed11+450%6Engineering hiring burst
3go-graphite

For questions about go-graphite stack: https://t.me/ru_go_graphite (Russian and English) https://gophers.slack.com/mess

View signal profile β†’
Growth111+283%51Engineering hiring burst
4protontypes

A Free Community Accelerating Open and Sustainable Technology

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Growth3+200%104Deploy frequency spike
5regen-network

A platform to originate and invest in high-integrity carbon and biodiversity credits from ecological regeneration projec

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Series A/B6+200%39Engineering hiring burst
6nco

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Series A/B49+133%28Framework migration
7nci

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Series A/B2+100%33Framework migration
8Green-Software-Foundation

The Green Software Foundation is a non-profit with the mission to create a trusted ecosystem of people, standards, tooli

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Growth2+100%63Framework migration
9mlco2

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Growth55+72%126Framework migration
10BSC-ES

Barcelona Supercomputing Center

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Series A/B11+0%43Framework migration
11rewiringamerica

Rewiring America is the leading electrification nonprofit, focused on electrifying everything in our communities.

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Series A/B8+0%22Engineering hiring burst
12hacf-fr

French speaking community for Home-Assistant | CommunautΓ© francophone pour Home-Assistant

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Growth28-15%75Deceleration
13climateconnect

The platform to connect and aggregate climate initiatives across the planet.

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Series A/B17-19%40Deceleration
14OGGM

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Series A/B4-20%42Deceleration
15CliMA

The next generation of climate models. Built in the open.

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Growth103-27%95Deceleration
16NIVANorge

NIVA Environmental Data Science & Informatics

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Pre-seed26-30%5Deceleration
17OceanBioME

Organisaiton for OceanBioME.jl, a flexible ocean biogeochemical modelling enviroment

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Seed7-30%14Deceleration
18sustainable-computing-io

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Series A/B22-37%46Deceleration
19green-coding-solutions

We create open source tools to measure software energy consumption

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Seed13-55%15Deceleration
20carbon-design-system

An open-source design system built by IBM.

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Growth45-60%376Deceleration
21CNES

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Seed3-67%18Deceleration
22Climate-REF

Climate Rapid Evaluation Framework

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Seed43-81%16Deceleration
23FormingWorlds

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Series A/B11-84%23Deceleration
24opennem

Formerly OpenNEM, Open Electricity aims to make the wealth of public energy data more accessible

View signal profile β†’
Seed8-87%11Deceleration
Powered by VC Deal Flow Signal , real-time GitHub engineering data for investorsData from public GitHub API

Sorted by commit velocity change (14-day window, descending). Top 3 highlighted. Data last updated Q4 2026.

Browse the full Climate Tech directory: all 24 startups, paginated
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Projected lead-time window

β‰ˆ21-day lead window

Projected next milestone

Team expansion / round prep

The free Sunday digest puts PyPSA and 23 other Climate Tech startups this period 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.

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The free Acceleration Watch: five startup teams accelerating on the engineering signal, translated into plain English, 21 to 47 days before the deck circulates. No code-reading, no card.

Signed The Data Nerd Β· pseudonymous narrator Β· methodology over personality

More views of Climate Tech, Q4 2026

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Frequently Asked Questions

What engineering signals are climate tech startups showing in Q4 2026?

In Q4 2026, we are tracking 24 climate tech startups with measurable GitHub engineering signals. 9 of 24 show positive commit velocity growth. The most common signal type is "Deceleration", observed in 13 of the tracked companies. The average 14-day commit velocity across the sector is 26 commits, with PyPSA leading at 41 commits (+1950% change). These patterns have historically preceded fundraise announcements by three to six weeks.

Which climate tech startup has the highest engineering acceleration in Q4 2026?

PyPSA leads the climate tech sector in Q4 2026 with 41 commits over a 14-day window, representing a +1950% change from the prior period. With 124 active contributors and 1 new repositories, PyPSA is showing a "Engineering hiring burst" pattern, one of the more reliable leading indicators of a significant product milestone or fundraise.

Where are the most active climate tech engineering teams located?

Among the 24 climate tech startups we track, US accounts for the highest concentration with 5 teams. Startups developing clean energy, carbon monitoring, and climate adaptation technologies. Geographic distribution matters for investors because engineering talent clusters correlate with sector-specific domain expertise and proximity to early adopter customers.

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21-47 days
Signal Lead Time (median 31d)
350+
GitHub Orgs Tracked
90 sec
Per Scan
20
Sectors

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