Startup profile · funding coverage
Replicate funding, valuation and investors
Cloud platform to run and deploy open-source ML models via API.
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Funding, valuation & investors
Answer-first snapshotLatest funding
Series B
$40M · December 2023
Latest known valuation
$350M
Series B · December 2023
Total disclosed equity funding
$53M
Excludes debt, grants, acquisitions, secondaries, and IPO proceeds.
Current status
private
series b · San Francisco, California, USA
Overview
Replicate lets developers run open-source machine learning models (image, text, audio) via simple API without managing GPUs. Founded by Ben Firshman and Andreas Jansson, it became popular for Stable Diffusion and LLM hosting. Sequoia led $12.5M Series A (Feb 2023); a16z led $40M Series B (Dec 2023) at $350M with NVentures and YC participating.
Why Replicate is interesting
a16z-led $40M Series B (2023) at $350M as 'npm for ML models' — Sequoia led A; NVIDIA NVentures joined as GPU infra strategic.
Product & use cases
Replicate hosts model containers on cloud GPUs; developers call REST API with model version pins — pay per second of inference.
- Running Stable Diffusion and image models via API
- Prototyping LLM apps without GPU DevOps
- Custom model deployment from Cog containers
- Fine-tuned model hosting for startups
Key facts
- Series B (Dec 2023): $40M at $350M led by a16z — Forbes
- Series A (Feb 2023): $12.5M led by Sequoia
- Cog open-source tool for packaging models
- Popular during Stable Diffusion boom
Funding history (newest first)
Series B
2023-12 $40M Valuation: $350MInvestors in our directory
Funds linked from Replicate's profile — open a fund page for stage focus and related deal articles.
Competitive landscape
Edge: Developer experience and model catalog breadth at launch of generative AI app wave.
Model hosting commoditizing as hyperscalers and Hugging Face expand. Replicate competes on DX and Cog packaging format.
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Hugging Face Inference direct
Model hub with hosted inference endpoints.
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Modal / Banana direct
GPU serverless for ML workloads.
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AWS SageMaker incumbent
Enterprise ML hosting.
Notable stories
- Replicate surged when developers needed one API call to run SD models without owning GPUs — timing perfect for 2023 generative AI explosion.
Industries
FAQs about Replicate
Practical answers founders, operators, and investors typically search for.
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