Dev tools · alternatives · 2026

24 alternatives to API for Self-Driving Training Data by Scale

Scale's Automotive Data Engine provides all the tools you need to drive model improvements with data.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier. API for Self-Driving Training Data by Scale launched in 2017; newer entries below may have overtaken it.

1
Scale Self-Driving Training API▲140
API for training data to power self-driving models
2017 · scale.com · its alternatives →
2
Scale 3D API▲114
API for building 3D perception AI for self-driving cars
2018 · scale.com · its alternatives →
3
Scale▲717
Get human tasks done with just one line of code.
2016 · scale.com · its alternatives →
4S3
Scale 3D, API for 3D labeling of LIDAR, camera, and radar data▲85
Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.
2018 · scaleapi.com · its alternatives →
5
Scale is an API for human tasks▲57
Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.
2016 · scaleapi.com · its alternatives →
6AW
Autopilot written in Keras for Self Driving Cars▲144
student, nomad in machine learning
2019 · littlemountainman.github.io · its alternatives →
7
Training Data for Robot Dogs▲32
Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.
2019 · scale.ai · its alternatives →
8
A Simple Highway Simulator▲219
This little app is a simple simulator of cars on a highway. Play with the parameters or stop any car by touching it. Choose between two kind of AI engines
2016 · muehlemann.com · its alternatives →
9
Road to Scale▲470
300+ curated content items for every stage of your startup
2019 · roadtoscale.com · its alternatives →
10
AWS DeepRacer▲119
A 1/18th scale race car to learn machine learning 🚗
2018 · aws.amazon.com · its alternatives →
11
From Data-Driven to Data Everywhere▲107
How to drive growth with user-facing analytics
2021 · toucantoco.com · its alternatives →
12
Scale Image Recognition API▲183
API for image recognition, powered by humans
2016 · its alternatives →
13
AI & Analytics Engine▲281
Build AI models and get predictions, no code required
2023 · mentana.ai · its alternatives →
14
Scale Nucleus▲120
The mission control for your ML data
2020 · scale.com · its alternatives →
15
Aximotefree tier, from $4.17/mo▲221
Your car data, finally in your pocket
Aug 2026 · aximote.com · its alternatives →
16
Scalestack▲60
AI revenue workflows for enterprise GTM teams
May 2026 · scalestack.ai · its alternatives →
17
Autodrome – Framework for Development of Self-Driving Cars▲62
Framework and OpenAI Gym environment for autonomous vehicle development. - vojtamolda/autodrome
2018 · github.com · its alternatives →
18
Scaler▲116
AI discovering where e-commerce loses money
2021 · divante.com · its alternatives →
19
Zümi by Robolink▲109
Self-driving car kit that makes AI education accessible.
2019 · robolink.com · its alternatives →
20
Google CLOUD AUTOML▲93
Train custom ML models with minimum effort and expertise
2018 · cloud.google.com · its alternatives →
21
NuScenes – largest open-source self-driving dataset ever▲20
2018 · nuscenes.org · its alternatives →
22
auToDo▲80
Car maintenance made simple.
2020 · accounts.google.com · its alternatives →
23
Formula E Stats Centre▲74
Dive deeper into race data
2025 · its alternatives →
24
Infoworks Autonomous Data Engine▲6
Agile Data Engineering Platform for Big Data Automation
2019 · uniphore.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →