Claude Code Pro vs Max: Real Costs After the June 15 Billing Change
Claude Code Pro gives $20/mo in credits, Max 5x gives $100, Max 20x $200. After June 15, headless usage bills at API rates. What each plan actually costs.
Comparisons
Gemini 3.5 Flash vs Claude Haiku 4.5 vs MAI-Code-1-Flash for Coding
Gemini 3.5 Flash vs Claude Haiku 4.5 vs MAI-Code-1-Flash — SWE-bench scores, token costs, and which flash model actually writes better code in 2026.
OpenCode vs Claude Code vs Cursor: Real Costs and Tradeoffs (2026)
OpenCode (free, 75+ models) vs Claude Code ($20/mo, best SWE-bench) vs Cursor ($20/mo, IDE-native). Real pricing, benchmarks, and which one wins for your stack.
Pyrefly vs mypy vs ty: Which Python Type Checker Should You Use in 2026?
Pyrefly 1.0 checks 1.85M lines/sec with 87.8% conformance, mypy 2.0 adds parallelism, ty hits sub-10ms updates. Full benchmarks and migration guide.
Antigravity CLI vs Claude Code vs Codex CLI: Honest 2026 Pick
Antigravity CLI vs Claude Code vs Codex CLI after 3 months: Google's rate limits still trigger 7-day lockouts, Claude Code wins on quality, Codex on cost.
MarkItDown vs Docling vs Marker: PDF to Markdown 2026
MarkItDown vs Docling vs Marker, tested on 4,000 real PDFs: speed, table fidelity, install size, and the one I actually shipped for a RAG pipeline in 2026.
GPT-5.4 vs Claude Opus 4.7 vs Gemini 3.1 Pro for Coding (May 2026)
Three weeks rotating between GPT-5.4, Claude Opus 4.7, and Gemini 3.1 Pro on real coding work — benchmarks, token costs, and the per-task winner for each.
Polars vs Pandas in 2026: Performance Benchmarks, Real Numbers, and When to Switch
Polars vs Pandas in 2026: real benchmarks show 3-11x speedups on large data. Now Pandas 3.0 ships PyArrow strings, copy-on-write, and pd.col() expressions — …
mypy vs Pyright vs ty: Python Type Checker Comparison (2026)
mypy vs Pyright vs ty — full comparison of speed, conformance, and IDE integration. Pyright leads at 98% spec conformance, ty is 10-60x faster but passes only …
Claude Code vs Codex CLI: Real Costs, Benchmarks, and When to Use Each
Claude Code wins on code quality (81% SWE-bench). Codex CLI wins on speed and uses 4x fewer tokens. Side-by-side pricing, benchmarks, and best use cases.