# Encord vs Weights & Biases: who uses which

On usedby, 25 companies use Encord and 55 use Weights & Biases. 2 companies use both, including NEURA Robotics and Woven by Toyota. Counts include every proof level, job-post signals included. Companies named on both have a confirmed or observed line on each side. Latest check 2026-10-07: 80 of 80 public lines checked.

## Side by side

|  | [Encord](https://www.usedby.ai/tools/encord.md) | [Weights & Biases](https://www.usedby.ai/tools/weights-and-biases.md) |
|---|---|---|
| Public customers | 25 | 55 |
| Confirmed | 11 | 43 |
| Observed | 14 | 12 |
| Signals (job posts) | 0 | 0 |
| Top industries of customers | Artificial Intelligence (1), Automotive Manufacturing (1), Hospitals & Care Providers (1) | Artificial Intelligence (8), Automotive Manufacturing (2), Biotech & Pharma (2) |
| Category | ML Ops & Training | ML Ops & Training |
| Data residency | US, EU ([encord.com](https://encord.com/security/), checked 2026-10-07) | — |
| Integrations | AWS S3, Azure Data Lake Storage, Google Cloud Storage ([encord.com](https://encord.com/cloud-integrations/), checked 2026-10-07) | — |
| Vendor status | — | Renamed CoreWeave Forge; its website now redirects to coreweave.com. ([id.coreweave.com](https://id.coreweave.com/login?next=%2Fwandb), checked 2026-10-04) |

## Companies named on both

Confirmed or observed on each side. The first public proof is not an adoption date.

| Company | First public proof, Weights & Biases |
|---|---|
| [NEURA Robotics](https://www.usedby.ai/companies/neura-robotics.md) | On or before August 2026 |
| [Woven by Toyota](https://www.usedby.ai/companies/woven-by-toyota.md) | On or before February 2024 |

## Published results

Reviewed stories only; usedby did not measure the figures.

- Encord: [OnsiteIQ](https://www.usedby.ai/case-studies/onsiteiq-encord.md): **75%**: “75% reduction in time to value – implementation time decreased from 2 months to just 2 weeks” (published 2026-04-02)
- Encord: [Thoro.ai](https://www.usedby.ai/case-studies/thoro-encord.md): **50%**: “The team estimates they are at least 50% faster compared to earlier stages of the project” (published 2026-04-28)
- Weights & Biases: [Woven by Toyota](https://www.usedby.ai/case-studies/woven-by-toyota-weights-and-biases.md): **10x**: “Experiment tracking has given us 10x velocity” (published 2024-02-20)
- Weights & Biases: [ReelData](https://www.usedby.ai/case-studies/reeldata-weights-and-biases.md): story without a checked figure. (published 2026-01-21)

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Source: https://www.usedby.ai/compare/encord-vs-weights-and-biases · How we check: https://www.usedby.ai/methodology