896 reviews · 49 categories
Reviews
Scored on features, ease of use, value, support and what users actually say. Below are each category's five highest scorers, with their score out of 10; the category page lists every tool we review, with prices.
Most-searched tools
Base44
AI app builders
A capable hosted app builder for quick starts, with important production and portability questions to resolve.
from $16/mo · free plan
Claude Code
AI coding
A capable coding agent with broad entry points and subscription usage limits to plan around.
from $17/mo · free plan
Zapier
Automation
Zapier makes app-to-app automation accessible, but production costs can rise with task volume.
from $19.99/mo · free plan
Cursor
AI coding
A capable agent workflow for developers willing to review its code and manage usage.
from $8/mo · free plan
Replit
AI app builders
A fast path from prompt to hosted app, with usage costs and portability to verify before production.
from $20/mo · free plan
n8n
Automation
Use n8n to orchestrate inspectable workflows; verify API and migration needs before committing.
from $20/mo · free plan
GitHub Copilot
AI coding
A capable GitHub-native coding agent, with usage credits and changing model limits to watch.
from $10/mo · free plan
Lovable
AI app builders
A fast hosted route from prompt to app, with limited developer-facing detail and credit costs to watch.
from $21/mo · free plan
ManyChat
Chatbot builders
Good for social DM funnels; a limited fit for teams that need developer control.
from $14/mo · free plan
Emergent
AI app builders
Useful for prototypes and internal tools, but check credit use and portability before production.
from $17/mo · free plan
Softr
AI app builders
A visual business-app builder with useful built-ins, but finite limits and platform dependence.
from $19/mo · free plan
Intercom
Chatbot builders
A capable hosted helpdesk with native AI, priced by both seats and outcomes.
from $19/mo
Developer tools
Database systems
- DuckDB8.5
- PostgreSQL8.4
- SQLite8.4
- ClickHouse8.3
- Flyway8.0
Cloud computing platforms
- Proxmox VE7.8
- Coolify7.8
- Render7.6
- Vultr7.6
- Laravel Forge7.6
Monitoring and observability tools
- Prometheus7.8
- Zabbix7.8
- Dash07.8
- VictoriaMetrics7.8
- Honeycomb7.7
Web hosting and domain platforms
- Cloudflare Pages7.7
- Kinsta7.5
- Pressable7.4
- Rocket.net7.3
- InMotion Hosting7.2
Software testing tools
- Chromatic7.8
- Cypress7.8
- Proxyman7.7
- Grafana k67.6
- Mailosaur7.4
IDEs & code editors
- IntelliJ IDEA8.3
- Visual Studio8.2
- PyCharm8.0
- Apache NetBeans8.0
- Sublime Text7.8
Container management software
- Docker8.1
- OrbStack7.8
- Docker Desktop7.2
- CAST AI7.2
- Rancher7.1
Application security tools
- Burp Suite7.5
- Semgrep7.5
- Doppler7.4
- TruffleHog7.4
- HashiCorp Vault7.0
Version control and code review tools
- Gitea8.0
- Sublime Merge7.8
- Tower7.7
- Forgejo7.7
- Kaleidoscope7.6
Low-code development platforms
- Appsmith7.9
- Plasmic7.5
- Gadget7.0
- Mendix Platform7.0
- Retool6.8
AI & API platforms
LLM routers and gateways
- Vercel AI Gateway7.8
- OpenRouter7.6
- Portkey7.6
- Requesty7.5
- Eden AI7.2
LLM API providers
- DeepSeek API7.8
- Anthropic7.3
- Cohere7.2
- Gemini Live API7.2
- Mistral AI7.2
Machine learning platforms
- Weights & Biases8.0
- Landing AI Platform7.7
- Roboflow7.6
- Comet7.5
- Vertex AI7.3
Financial data APIs
- SnapTrade7.2
- Teller7.1
- Finnhub7.0
- Twelve Data7.0
- Alpaca6.9
AI inference platforms
- Ollama7.6
- Baseten7.6
- GroqCloud7.5
- Together AI7.4
- DeepInfra7.4
Authentication and identity APIs
- Logto8.1
- WorkOS8.0
- FusionAuth8.0
- Clerk7.6
- Privy7.4
Build with AI
Open-source AI
Data & scraping APIs
SEO data APIs
- DataForSEO7.8
- SE Ranking7.3
- YepAPI7.2
- Ahrefs API7.1
- Majestic6.8
Web search APIs for AI
- Tavily7.6
- Brave Search API7.5
- Firecrawl7.4
- Linkup7.3
- Exa7.2
Data engineering & analytics
Data integration tools
- Astro8.0
- Prefect8.0
- Artie7.5
- dbt7.3
- KNIME Analytics Platform7.3
Session replay tools
- LogRocket7.5
- Lucky Orange6.5
- Mouseflow6.5
- Zipy6.5
- Glassbox5.8
Data warehouse and lakehouse platforms
- Vertica7.2
- Dremio7.2
- Oxla7.1
- Apache Pinot6.3
- Cloudera Data Platform5.8