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Benchmarks & Model Evaluation Hub
Independent analysis of coding benchmarks, agentic execution suites, and API cost-performance ratios.
How to Verify AI Release News: July 2026 Editorial Audit
An editorial audit of July 2026 release claims, and the evidence ladder used to check what a provider actually announced.
Read News →SWE-bench Verified & Terminal-Bench v2
Comprehensive guide to AI agent evaluation suites and leaderboards.
View Benchmark →Claude vs GPT vs DeepSeek for Coding
Head-to-head comparison of reasoning capabilities, multi-file refactoring, and cost.
View Benchmark →Cursor vs Windsurf vs Claude Code
Benchmarking modern AI IDEs and CLI agents on developer productivity.
View Benchmark →How to Think About LLM Pricing
Token pricing breakdown, context window costs, and prompt caching savings.
View Benchmark →Interactive AI Agent Benchmark Matrix
Filter a deliberately small set of comparable vendor-published coding results, with the source and its caveats shown.
Launch Tool →Multimodal LLM UI/UX Coding Evaluation
A screenshot-to-code evaluation protocol covering visual, structural, behavioral, and responsive layers without publishing an unreproducible leaderboard.
View Benchmark →AI Coding Stack Selection Wizard
Step-by-step interactive selection wizard helping developers choose optimal AI models and coding setups.
Launch Tool →