Model releases, benchmarks,
and what actually matters.
Independent analysis of frontier AI models. Benchmark breakdowns, practical testing, and honest competitive positioning — written for people who ship.
OpenAI GPT-5
Benchmark breakdown, practical testing notes, and competitive positioning for GPT-5. Where it leads, where it doesn't, and what it means for the frontier.
-
GPT-5 vs Claude 4: Practical Coding and Reasoning
Side-by-side testing across agentic coding, long-context reasoning, and structured output reliability.
OpenAIAnthropic GPT-5Claude 4 LLM -
Alibaba Qwen 3
Full benchmark analysis of the Qwen 3 family. Strong multilingual results, competitive coding, open weights.
Alibaba Qwen Qwen 3 LLM -
FrontierMath Across Frontier Models
How GPT-5, Claude 4, and Gemini 2.5 perform on advanced mathematical reasoning under controlled conditions.
LLM -
Google Gemini 2.5 Pro
DeepMind's latest flagship. Native multimodal performance, massive context, and where it sits relative to the pack.
Google DeepMind Gemini 2.5 LLM -
Coding Agents: Mid-2026 Landscape
Comparing Claude Code, Codex, Gemini Code Assist, and Cursor across real-world refactoring and greenfield tasks.
AnthropicOpenAIGoogle DeepMind Claude 4GPT-5Gemini 2.5 LLM