Best Data Science & ML (2026)

B

Bun Deploy

Freemium

Ultra-fast JavaScript deployment platform powered by the Bun runtime.

✓ Free trial available

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S

Supabase Edge Functions

Freemium

Deno-based serverless functions tightly integrated with Supabase backend.

✓ Free trial available

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D

Databricks

Freemium

Lakehouse platform for data engineering, analytics and ML.

✓ Free trial available

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F

Firebase Functions

Freemium

Google Firebase event-driven serverless backend for mobile and web apps.

✓ Free trial available

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S

Snowflake

Freemium

Cloud data warehouse with ML capabilities and data sharing.

✓ Free trial available

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A

Appwrite Functions

Open source Open Source

Open-source BaaS serverless functions with multi-runtime support.

✓ Free trial available

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B

BigQuery

Freemium

Google serverless data warehouse with ML integration.

✓ Free trial available

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A

Apache Spark

Open source Open Source

Unified analytics engine for large-scale data processing.

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L

LightGBM

Open source Open Source

Gradient boosting framework by Microsoft — fast and memory efficient.

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X

XGBoost

Open source Open Source

Scalable tree boosting system — often wins Kaggle competitions.

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O

Optuna

Open source Open Source

Automatic hyperparameter optimisation framework.

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M

Momento

Freemium

Serverless caching and messaging platform — no infrastructure to manage.

✓ Free trial available

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E

Evidently

Open source Open Source

Open-source ML model monitoring and data drift detection.

✓ Free trial available

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C

Cloudflare KV

Freemium

Global, low-latency key-value storage at the Cloudflare edge.

✓ Free trial available

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G

Great Expectations

Open source Open Source

Open-source data validation and documentation framework.

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C

Cloudflare D1

Freemium

Serverless SQLite database built for Cloudflare Workers at the edge.

✓ Free trial available

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F

Feast

Open source Open Source

Open-source feature store for machine learning.

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C

Cloudflare R2

Freemium

S3-compatible object storage with zero egress fees on Cloudflare.

✓ Free trial available

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L

Label Studio

Open source Open Source

Open-source data labelling tool for training data annotation.

✓ Free trial available

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A

AWS Step Functions

Paid

Visual workflow orchestration for coordinating serverless Lambda functions.

✓ Free trial available

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R

Roboflow

Freemium

Computer vision platform for dataset management, training and deployment.

✓ Free trial available

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A

Azure Durable Functions

Paid

Stateful serverless workflows in Azure Functions with orchestration patterns.

✓ Free trial available

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I

Inngest

Freemium

Event-driven serverless functions with queues, retries, and cron scheduling.

✓ Free trial available

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T

Trigger.dev

Open source Open Source

Open-source platform for creating long-running background jobs with TypeScript.

✓ Free trial available

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Q

Quirrel

Open source Open Source

Simple, open-source job queuing platform for Next.js and other frameworks.

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Q

QStash

Freemium

Serverless message queue and scheduling for serverless and edge runtimes.

✓ Free trial available

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K

Koyeb

Freemium

Serverless platform for deploying apps globally with auto-scaling and edges.

✓ Free trial available

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C

Cyclic

Freemium

Serverless full-stack deployment platform for JavaScript applications.

✓ Free trial available

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F

Flightcontrol

Paid

AWS deployment platform making serverless and container deploys simple.

✓ Free trial available

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C

Coherence

Freemium

Automated cloud environments for full-stack serverless applications.

✓ Free trial available

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🏅 Best Data Science & ML