DEPLOYDatabase

Company

Replicate

Replicate is a San Francisco AI inference platform that lets developers run, fine-tune, and deploy machine-learning models with a single API call, and is best…

Founded
2019
Status
Acquired

The verified answer

As of Oct 2026, DEPLOY verifies Replicate: $57.5M raised. 7 sources back the record.

Overview

Replicate is a San Francisco AI inference platform that lets developers run, fine-tune, and deploy machine-learning models with a single API call, and is best known for Cog, its open-source packaging format that turns any model into a production-grade container with an auto-generated HTTP interface. Founded in 2019 by Ben Firshman (previously product lead on Docker Compose at Docker) and Andreas Jansson (ex-Spotify ML engineer), the company sits at the long-tail end of the neocloud spectrum: rather than selling raw GPU capacity by the hour like CoreWeave or Lambda, it fans out per-second, scale-to-zero inference across a marketplace of thousands of community-contributed models, including image generators (Flux, Imagen), video (Seedance, Grok Imagine), and open language models.

Infrastructure-wise Replicate is not a datacenter operator. It brokers Nvidia GPU capacity (T4, L40S, A100 80GB, H100, H200, and multi-GPU 2x/4x/8x configurations) from underlying cloud providers and bills customers per second of run time, with published rates starting at $0.81 per hour for a T4 and $5.49 per hour for a single H100 or H200. Its commercial pitch is speed to production for individual developers and product teams: bring a model, wrap it in Cog, get an autoscaling endpoint. That positioning is what attracted roughly $57M in venture funding across a 2021 seed and a 2022 Series B led by Andreessen Horowitz, with participation from Sequoia and Y Combinator.

In November 2025 Replicate announced it was being acquired by Cloudflare, folding the model catalog and Cog runtime into Cloudflare's Workers AI stack. Terms were not disclosed. The team continues to operate the replicate.com product under the Cloudflare umbrella, and the About page now routes hiring through Cloudflare careers, marking the effective end of Replicate's independent-company phase.

Reality check

Hourly GPU pricing (company-claimed)

T4 $0.81, L40S $3.51, A100 80GB $5.04, H100 and H200 $5.49; 2x/4x/8x priced proportionally, 8x H100/H200 via committed spend.

Verified record

Verified deployments
None on file
Active incidents
None on file

Key facts

Positioning

An inference-focused model marketplace and serverless deployment platform, aimed at long-tail developers rather than hyperscale training.

Cog runtime

Author of Cog, an open-source containerization format for ML models that generates a production HTTP API; now the platform's packaging layer.

Billing granularity

Per-second billing with scale-to-zero for public models; private deployments are charged for all online time.

GPU fleet

Nvidia-only (T4, L40S, A100, H100, H200), with no disclosed AMD or custom silicon; fleet size has never been published.

Datacenter footprint

None owned and no colocation disclosed; Replicate brokers GPU capacity from underlying cloud providers.

Founder backgrounds

Ben Firshman previously led product for Docker Compose; Andreas Jansson was previously an ML engineer at Spotify.

Other Series B backers

Heavybit also participated in the Dec 2023 Series B.

Data & sources

News coverage

2

Web sources

5

7 sources backing this record.View all →

Current leadership (2)

Founders (2)

See all founders across the registry →

Safety record

No incidents on record for Replicate.

Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.

Full safety record: incidents, sourcing, and exposure data →

Recent coverage

Replicate in third-party press

Mentioned on (1)

Registry pages whose text names Replicate.

Companies (1)

Modal Labs