Dev tools (2025)
Will the backend generate big returns?
Last updated: 16 Jun 2025
Market 101
Dev tools aid technical teams in a number of areas, including code generation, security, review and testing processes. They aren’t replacing the work of humans, but rather supervising, automating and optimising. According to Sifted data, the median round size for dev tool startups in Europe increased 185% from €1.8m in the first half of 2024 to €5.1m in the second half. 2024 funding was as high as €1.2bn, and 2025 got off to an even hotter start in Q1 (€192m) than last year (€83m).
Categories experiencing investor demand right now include AI coding assistants and platforms that stop AI’s mistakes before production. Of the two, it’s the AI coding helpers that have attracted more money from VCs and none more so than French AI unicorn Poolside, which has raised €540m to date.
Many of these platforms still struggle to code quality software, and it’s tricky whenever code isn’t written by the people whose job it is to oversee it, but their promise to boost productivity is pushing companies to adopt them rapidly. Stockholm-based app and website builder Lovable, which recently reported it’s already hit $60m ARR, is one of the most talked about startups in this category and is reportedly in talks with investors for a unicorn valuation.
The promise of AI coding riches is nudging others to market: Paris-based chatbot maker Mistral, for example, recently announced a “vibe coding” product — to compete with Lovable and incumbents like Windsurf, Anysphere’s Cursor and GitHub Copilot — as part of a suite of new dev tools. Another European company with a slightly surprising (and growing) dev tool side-hustle is music streaming leader Spotify.
Still operating under the radar, meanwhile, are companies tasked with keeping AI on the straight and narrow. In an interview below, we talk to a German startup, still in “stealth mode”, that’s monitoring large language models (LLMs) to stop them from mucking up and embarrassing companies.
Geo map
Deals
Funding charts
Trends to watch
Interview with Jan Philipp Harries, cofounder and CEO of ellamind
Bremen-based ellamind helps companies avoid bad results from AI models. Developers building LLMs might use ellamind’s tech to ensure that their chatbot answers questions accurately rather than hallucinating false information. The company, still “in stealth”, will officially launch in late summer, says cofounder and CEO Jan Philipp Harries.
One early ellamind user is a health insurance company. “Our platform is integrated with theirs to help them run a chatbot. We monitor specific failure points — the chatbot shouldn't give medical advice, for example — and ensure it is compliant with relevant laws and not doing anything unexpected.”
LLM evaluation and debugging tech of this kind is a young field but already competition is growing. Investors have backed Israeli companies Deepchecks, whose tagline is “continuous validation for AI,” and Digma, which analyses code — including the AI-created kind — to identify issues. San Francisco-based Kolena and Braintrust have also raised money to build tools to test, benchmark and validate the performance of AI models.
“I'd be a bad founder if I couldn't imagine us growing to unicorn level,” says Harries. “In the short term, we're well targeted in our niche. Enterprise companies are very under-served right now.”
Benchmarks and investors tracked by Sifted
Sifted take
Given the sheer number of AI products being pushed into the world, the job of evaluating and debugging all these bots could quickly become a lucrative field.
Early-stage startups
The startup is creating headlines because of its huge growth journey, achieving an ARR of $17m within its first three months, with thousands of paying users.
Round
Seed
Valuation
Undisclosed
Date
2025
Size
€14.2m
Tessl is an AI tool that writes code. In February 2024, it raised a $25m seed round led by Boldstart Ventures and Google Ventures, quickly followed by a $100m Series A in November led by Index Ventures.
Round
Series A
Valuation
Undisclosed
Date
2024
Size
€92m
The AI-native security startup specialises in making generative AI more secure for businesses. It counts Atomico and Citi Ventures on its cap table.
Round
Series A
Valuation
Undisclosed
Date
2024
Size
€18.4m
The startup helps you develop full-stack web apps faster. It was part of YC’s winter 2021 batch and counts HV Capital and Lunar Ventures on its cap table.
Round
Seed
Valuation
Undisclosed
Date
2025
Size
€4.3m
Ones to watch
2i Testing
€14.7m
€11.7m
-
42Crunch
€15.4m
€15.4m
-
Ably
€70.9m
€63.6m
-
AgroSustain
-
€10.1m
€10k
-
airfocus
€13.9m
€6.9m
-
Akamas
€9.6m
€9.6m
-
Altaroad
€11.9m
-
-
Apideck
€6.9m
€6.9m
-
Apify
€9m
€2.8m
-
AppSignal
€19.6m
€19.4m
-
Better Stack
€26.6m
€9.2m
-
Bucket
€8m
€5.3m
-
Builder.ai
€466.2m
€44.1m
-
Checkly
€29.3m
€18.4m
-
Codee
€1.2m
€1.2m
-
Codesphere
€16.5m
€16.5m
-
Cogna
€4.4m
€4.4m
-
CTO2B
€1m
€1m
-
Cybus
€10.8m
-
-
Cycloid
€19m
€5m
-
Daisytuner
€1.1m
€1.1m
-
Datagalaxy
€13m
€9.1m
-
Deep Render
-
€12.9m
€2.5m
-
deeploi
€9m
€6m
-
Destinus
-
€53.1m
€26.7m
-
Diffblue
€5.8m
€5.8m
-
Doubleword
€12m
€12m
-
E2B
€10.6m
€10.6m
-
Eden AI
€3.4m
€3m
-
Edgee
€2.7m
€2.7m
-
ELVA11
€6.3m
€1.8m
-
Embeddable
€8.5m
€8.5m
-
Enso
€16m
€15m
-
Forecast
€23.4m
€17.3m
-
Gearset
€50m
€50m
-
Genezio
€1.8m
€1.8m
-
GlassFlow
€4.4m
€4.4m
-
Hadean
€42.7m
-
-
HappySignals
€18.5m
€12m
-
Hazy
€15.3m
€8.2m
-
Hive
€12m
€12m
-
Hoba Therapeutics
€25.4m
€23m
-
Hopsworks
€2m
€2m
-
iGent AI
€7.4m
€7.4m
-
incident.io
€87.5m
€55.4m
-
Inspeq
€3.2m
€1m
-
IOMED
€13.6m
€10m
-
IP Fabric
€27.9m
€23.1m
-
Ittybit
€1.6m
€1.7m
-
Jentic
€4m
€4m
-
Kapa
€2.9m
€2.9m
-
Keel
€10.6m
€5.5m
-
Kestra
€10.2m
€7.4m
-
Key Ward
€1m
€1m
-
Kodesage
€2.3m
€2.3m
-
Kosli
€9.3m
€9.2m
-
Kotzilla
€1.9m
€1.9m
-
KYVE
€11.7m
€8.2m
-
Lakera
€27.6m
€18.4m
-
Langdock
€2.7m
€2.8m
-
Lemonado
€1.2m
€1.2m
-
LI.FI
€20.9m
€15.9m
-
Lingo.dev
€4.1m
€4m
-
LocalStack
€25.7m
€23m
-
LogicStar
€2.9m
€2.9m
-
Lovable
€20.9m
€14.2m
-
mogenius
€8.6m
€2.5m
-
Monolith AI
-
€14.4m
-
-
Mozilla.ai
-
€27.3m
€27.3m
-
Ncardia
€69.3m
€54.5m
-
NetFabric
€2m
€2m
-
Netgrif
€1m
€1m
-
nexos.ai
€7.8m
€7.8m
-
Northflank
€22.9m
€20.2m
-
Novaremed
€49.9m
€45.5m
-
Peliqan
€2m
€2m
-
Plakar
€3m
€2.7m
-
Polar Signals
€9.8m
€6.3m
-
Poolside AI
€569.7m
€459.8m
-
PortSwigger
€103.6m
€103.6m
-
Prisma
€51.4m
€36.4m
-
Proofs
€2.4m
€2.4m
-
Pruna AI
€6m
€6m
-
Pydantic
€16m
€11.5m
-
QA.tech
€3m
€3m
-
Raycast
€27.6m
€27.6m
-
Restate
€6.5m
€6.5m
-
Retter
€1.4m
€1.4m
-
RWAI
€1.5m
€1.5m
-
Sagittal AI
€12.2m
€2m
-
Scalingo
€4.8m
€3.5m
-
Serverpod
€2.7m
€2.7m
-
SignPath
€5.5m
€5m
-
Silo Team
€1m
€1m
-
StackOne
€22.3m
€17.6m
-
Storyblok
€128.3m
€80m
-
Strapi
€40.9m
€28.2m
-
Tessl
€113.8m
€92m
-
TheStage AI
€21.1m
€4m
-
Tines
€263m
€120m
-
trail
€1.4m
€1.4m
-
Tur.ai
€5m
€1.3m
-
Turbotic
€2.3m
€2.3m
-
Unguess
€13.4m
€10m
-
Unlikely
€19.5m
€18.2m
-
Usercentrics
€38.9m
€20m
-
Vaticle
€11.2m
€4.8m
-
Verax AI
€7m
€7m
-
Version Lens
€1.5m
€1.5m
-
Versori
€5.1m
€5.1m
-
Wasp
€4.4m
€3.3m
-
Weaviate
€61.5m
€45.5m
-
xtype
€29.6m
€19m
-
YesWeHack
€46m
€26m
-
Zartis
€10m
€10m
-
ZeFi
€1.6m
€1.6m
-
Zerve
€32.1m
€7m
-
Europe’s scaleups
Who early stage startups are up against
(Pre-)Seed
Series A
Series B
Series C
Series D+
IPO/Exit
Generative AI for software development that raised one of Europe’s biggest ever Series B rounds in 2024. It’s backed by investors including Nvidia, DST Global and Schroders Capital.
(Pre-)Seed
Series A
Series B
Series C
Series D+
IPO/Exit
A workflow and AI orchestration platform loved by security-minded teams which raised a $125m round in February 2025 — becoming a unicorn in the process — from investors including Accel, Goldman Sachs, Activant Capital, Addition VC and SoftBank.
Sources
Data sources
Sifted | Proprietary data
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