Developer tools
Databases, LLM infrastructure, coding agents, scraping APIs and a site crawler. Open source is common, so weigh the work of self-hosting against managed plans.
Based on 77 tools in our database, reviewed June 2026.
| Details | Pricing | Free plan | Free trial | Best for | Review | |||
|---|---|---|---|---|---|---|---|---|
| 8.5 / 10 | Freemium | $19/mo | Yes | Yes | Developers building on Vercel, Cloudflare Workers, or AWS Lambda needing serverless-native Postgres | Review Neon | ||
| 8.5 / 10 | Free | Free | Yes | — | ML engineers deploying open-weight models (Llama, Mistral, Qwen) at scale | Review Vllm | ||
| 8.3 / 10 | Free | Customcontact sales | Yes | Yes | ML platform teams centralizing LLM keys and budgets | Review BerriAI | ||
 Screaming Frog | 8.3 / 10 | Freemium | $279/yr | Yes | Yes | Technical SEO audits on sites of any size | Review Screaming Frog | |
| 8.1 / 10 | Free | ~$24 one-timeapproximate | Yes | — | Privacy-first users who want fully offline, auditable AI | Review Jan AI (Local) | ||
| 8.0 / 10 | Freemium | $42.50/mo | Yes | Yes | SaaS marketing teams embedding interactive demos on product landing pages | Review Arcade | ||
 Cline | 8.0 / 10 | Freemium | Free | Yes | — | Individual developers | Review Cline | |
| 8.0 / 10 | Free | Free | Yes | — | Privacy-first AI use where data must never leave your device | Review jan.ai | ||
| 8.0 / 10 | Freemium | ~$30/moapproximate | Yes | — | AI engineers building RAG applications and semantic search systems | Review Qdrant Cloud | ||
| 7.9 / 10 | Free | Free | Yes | — | Multi-account marketers validating antidetect browser profiles | Review IPHey | ||
| 7.9 / 10 | Freemium | ~$0.11approximate | Yes | Yes | Serverless and edge function backends (Vercel, Cloudflare Workers, AWS Lambda) | Review Neon Serverless | ||
 Riverside | 7.9 / 10 | Freemium | $24/mo | Yes | Yes | Podcasters recording remote guest interviews who need studio-quality multi-track output | Review Riverside | |
| 7.8 / 10 | Freemium | $29/mo | Yes | — | Non-technical founders validating SaaS or marketplace ideas | Review bubble | ||
 Sitebulb | 7.8 / 10 | Paid | $13.50/mo | — | Yes | SEO agencies producing visual, client-ready audit deliverables | Review Sitebulb | |
| 7.8 / 10 | Freemium | $4.99/mo | Yes | — | SvelteKit, Remix, or Cloudflare Workers apps needing zero cold-start DB | Review Turso | ||
 AWS | 7.7 / 10 | Usage-based | Free | — | Yes | Scalable web applications, APIs, and microservices | Review AWS | |
 heartflow | 7.7 / 10 | Custom | ~$1Kapproximate | — | Yes | Hospitals and health systems running high-volume CCTA programs | Review heartflow | |
| 7.7 / 10 | Freemium | $10/mo | Yes | Yes | Indie game studios needing affordable body and face capture | Review Rokoko | ||
| 7.7 / 10 | Usage-based | ~$0.34approximate | — | Yes | AI/ML engineers training and fine-tuning models on demand | Review Runpod | ||
| 7.6 / 10 | Freemium | $249/mo | Yes | Yes | AI engineers running CI/CD eval pipelines for LLM apps before each release | Review Braintrust | ||
 Google Cloud | 7.6 / 10 | Freemium | Usage-basedpay as you go | Yes | Yes | Data engineering and analytics teams running BigQuery or Dataflow at scale | Review Google Cloud | |
 Shippo | 7.6 / 10 | Freemium | $19/mo | Yes | Yes | SMB e-commerce sellers wanting discounted multi-carrier rates without a monthly commitment | Review Shippo | |
 AgentUniverse | 7.5 / 10 | Free | Free | Yes | Yes | Python developers building production multi-agent LLM pipelines | Review AgentUniverse | |
 Apify Web Scraper | 7.5 / 10 | Freemium | $5/mo | Yes | Yes | Developers scraping JavaScript-rendered and SPA-based sites | Review Apify Web Scraper | |
 Bito | 7.5 / 10 | Freemium | $15/moper seat | Yes | Yes | Engineering teams needing AI-assisted code reviews | Review Bito | |
| 7.5 / 10 | Freemium | $19/mo | Yes | Yes | Indie game studios animating humanoid characters on tight budgets | Review Cascadeur | ||
 CodeRabbit | 7.5 / 10 | Freemium | $24/moper seat | Yes | Yes | Development teams using Git platforms | Review CodeRabbit | |
| 7.5 / 10 | Freemium | Free | Yes | Yes | Software engineers | Review Eraser | ||
 findchips | 7.5 / 10 | Freemium | Free | Yes | — | Hardware engineers comparing part pricing and availability | Review findchips | |
| 7.5 / 10 | Freemium | $100/mo | Yes | — | AI/ML teams productionizing LLM and agent apps | Review Galileo | ||
 Microsoft Azure | 7.5 / 10 | Freemium | Usage-basedpay as you go | Yes | Yes | Enterprise teams leveraging existing Microsoft 365, Windows Server, or SQL Server licensing | Review Microsoft Azure | |
| 7.5 / 10 | Freemium | $39/mo | Yes | Yes | Developers building real-time AI voice agents | Review Playai | ||
| 7.5 / 10 | Paid | $39/moper seat | — | — | Enterprise engineering teams | Review Tabnine | ||
 TeleportHQ | 7.5 / 10 | Paid | $9/mo | — | Yes | Agencies needing fast, code-exportable landing page production | Review TeleportHQ | |
 whisper.cpp | 7.4 / 10 | Free | Free | Yes | — | Developers embedding offline speech-to-text in apps/devices | Review whisper.cpp | |
| 7.3 / 10 | Usage-based | Usage-basedpay as you go | — | Yes | ML/platform teams running large-scale Ray-based training or inference | Review Anyscale | ||
 Hailo AI | 7.3 / 10 | Custom | ~$70approximate | — | — | Embedded and hardware engineers building edge AI products (cameras, robots, ADAS) | Review Hailo AI | |
| 7.3 / 10 | Free | Free | Yes | — | Researchers developing or comparing NeRF methods | Review Nerfstudio | ||
 RunCloud | 7.2 / 10 | Paid | $9/mo | — | Yes | Developers self-hosting PHP/WordPress on VPS without sysadmin skills | Review RunCloud | |
| 7.1 / 10 | Custom | ~$750/moper seat | — | Yes | Large enterprises automating high-volume, rule-based back-office processes | Review Automation Anywhere | ||
 Data Button | 7.1 / 10 | Paid | $50/mo | — | Yes | Non-technical founders prototyping SaaS MVPs | Review Data Button | |
| 7.1 / 10 | Paid | ~$29/moapproximate | — | — | Game studios needing rapid, high-volume prop and environment asset creation | Review Kaedim | ||
 smartbear software | 7.1 / 10 | Custom | ~$990/yrper seat | — | Yes | Enterprise teams needing API functional and load testing | Review smartbear software | |
| 7.0 / 10 | Freemium | Customcontact sales | Yes | Yes | AI/ML engineers building multi-agent systems who need full distributed tracing and session replay | Review Honeyhive | ||
| 7.0 / 10 | Paid | ~$5.6K one-timeapproximate | — | Yes | Automotive and aerospace engineers building digital twins and virtual prototypes | Review maplesim | ||
| 7.0 / 10 | Freemium | $9/mo | Yes | Yes | Lead generation and contact harvesting from websites | Review pandaextract | ||
 ServerPilot | 7.0 / 10 | Paid | $0.50/mo | — | Yes | WordPress and Laravel shops hosting multiple client sites on VPS | Review ServerPilot | |
 SolidWorks CAM | 7.0 / 10 | Freemium | ~$600/yrapproximate | Yes | Yes | SOLIDWORKS users needing integrated 2.5-axis to 5-axis CNC programming | Review SolidWorks CAM | |
 Keelvar | 6.9 / 10 | Custom | Customcontact sales | — | Yes | Enterprise procurement teams running complex multi-supplier, multi-variable sourcing events | Review Keelvar | |
| 6.9 / 10 | Freemium | $14.95/mo | Yes | Yes | Shopify dropshippers needing fast social proof via AliExpress/Amazon review import | Review Kudosi |
Developers building on Vercel, Cloudflare Workers, or AWS Lambda needing serverless-native Postgres
SaaS marketing teams embedding interactive demos on product landing pages
AI engineers building RAG applications and semantic search systems
Serverless and edge function backends (Vercel, Cloudflare Workers, AWS Lambda)
Riverside7.9 / 10Podcasters recording remote guest interviews who need studio-quality multi-track output
Sitebulb7.8 / 10SEO agencies producing visual, client-ready audit deliverables
SvelteKit, Remix, or Cloudflare Workers apps needing zero cold-start DB
heartflow7.7 / 10Hospitals and health systems running high-volume CCTA programs
Indie game studios needing affordable body and face capture
AI/ML engineers training and fine-tuning models on demand
AI engineers running CI/CD eval pipelines for LLM apps before each release
Google Cloud7.6 / 10Data engineering and analytics teams running BigQuery or Dataflow at scale
Shippo7.6 / 10SMB e-commerce sellers wanting discounted multi-carrier rates without a monthly commitment
AgentUniverse7.5 / 10Python developers building production multi-agent LLM pipelines
Apify Web Scraper7.5 / 10Developers scraping JavaScript-rendered and SPA-based sites
Indie game studios animating humanoid characters on tight budgets
Microsoft Azure7.5 / 10Enterprise teams leveraging existing Microsoft 365, Windows Server, or SQL Server licensing
TeleportHQ7.5 / 10Agencies needing fast, code-exportable landing page production
ML/platform teams running large-scale Ray-based training or inference
Hailo AI7.3 / 10Embedded and hardware engineers building edge AI products (cameras, robots, ADAS)
RunCloud7.2 / 10Developers self-hosting PHP/WordPress on VPS without sysadmin skills
Large enterprises automating high-volume, rule-based back-office processes
Game studios needing rapid, high-volume prop and environment asset creation
smartbear software7.1 / 10Enterprise teams needing API functional and load testing
AI/ML engineers building multi-agent systems who need full distributed tracing and session replay
Automotive and aerospace engineers building digital twins and virtual prototypes
Lead generation and contact harvesting from websites
ServerPilot7.0 / 10WordPress and Laravel shops hosting multiple client sites on VPS
SolidWorks CAM7.0 / 10SOLIDWORKS users needing integrated 2.5-axis to 5-axis CNC programming
Keelvar6.9 / 10Enterprise procurement teams running complex multi-supplier, multi-variable sourcing events
Shopify dropshippers needing fast social proof via AliExpress/Amazon review import
About developer tools
This is a broad toolbox for people who build and run software: databases such as Neon and Turso, LLM infrastructure (Vllm for serving open-weight models, Berriai for managing LLM keys and budgets, jan.ai for running models locally), AI coding agents such as Cline, scraping APIs from Apify and ZenRows, and the Screaming Frog crawler. Open source is common, so 44 of the 77 tools have a free plan. Paid tiers mix usage billing, per-seat plans and enterprise quotes, with a median listed price of $19/mo.
What to compare before you choose
Self-hosted open source or managed service
Vllm, jan.ai and Berriai are free to download, but you run them: Vllm needs GPU hardware and DevOps capacity, and jan.ai needs a machine capable of local inference. Managed services such as Neon cost money but remove operations work. Price your team's time, not just the software.
Usage, seats or flat fees
Billing units vary widely: Neon's serverless Postgres has a free tier and usage-based plans from $19/mo, Screaming Frog charges $279/yr per license, and Arcade's Growth plan starts at $42.50/mo billed annually. Check what grows with you, whether queries, seats or requests, before committing.
Fit for non-developers
Many tools here are strictly developer infrastructure, as our review of Berriai states plainly, and Cline expects you to manage external AI model integrations. Arcade (interactive product demos) and Screaming Frog (technical SEO audits) are the exceptions marketers use, though Screaming Frog still suits technical marketers best.
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