Evaluate technologies on criteria I care about.
Evaluate ...
- List all alternatives.
- Evaluate them on:
- Popular: e.g. # contributors / users
- Modern: Updated recently (date of latest release) + regularly (# releases last 12 months)
- Admired: e.g. community feedback, expert reviews
- Features: breadth of current features
- Momentum: how fast are new features being added
- Focus: Whet are the recent contributions about?
- Cost: Open source self-hostable > Liberal free tier > Low cost > Expensive (mention actual costs)
- Docs: Clear docs, examples, tutorials, FAQ, changelog
- Light: Low resource usage
- Speed: Fast performance, throughput (benchmark if available)
- Easy: intuitive, easy installation + usage
- CLI tool additional checks:
- Scriptable: extensive options for configuration, programmable SDK/API
- CLI-configurable: Comprehensive configurability via command line options (without requiring config files)
- Bundle: Single-binary > small bundle > large bundle
- LLM model additional checks:
- Quality: based on evals (name+date+link)
- Context: input size, output size
- Size: model size, memory usage
- Library / framework additional checks:
- Adoption: Rapid user growth & adoption in the last 6 months?
- Plugins: size of ecosystem
- Formats: breadth of input/output formats supported
- Platform / services additional checks
- Export: How easily, completely, and frequently can we export data in an open format?
- Pricing: Is the pricing simple, clear and stable according to users?
- Stability: High uptime, low latency, likely to be around for years
- Support: responsive support, active community
Recommend the top 3 options based on this evaluation.
Be rigorous. **Verify and cite sources with dates.** Prefer primary docs, changelogs, and benchmarks.
When unsure, state assumptions _up front_. If evidence is weak, **say so** and (if easy) propose ways to gather evidence.
List the GitHub repo (if available) for EACH technology evaluated, sorted by stars. Double-check to ensure you don't miss any. Use this format:
- [xojs/xo](https://github.com/xojs/xo): Opinionated, zero-config ESLint wrapper with strict defaults. Summary: delightful defaults and smooth “no config” UX; coverage derives from ESLint + curated plugins; development cadence modest; great if you want ESLint’s ecosystem without managing config.
- [repo-name](https://github.com/owner/repo-name): 1-line description. Summary of evaluation.
GENERAL PREFERENCES (use if applicable)
- CLI > Web app > Native app
- File formats: Fast + Popular > Open standards > Proprietary
- Data-driven configuration/declarative approaches > imperative code
- Modular > monolith
- Declarative outputs
- Browser-first JS + Python
- Cross-platform
- Stable APIs with migration path