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coding benchmark

3 articles · Page 1 of 1

Aug 22, 2026 · Artificial Intelligence

The Mysterious “Niu Lai” (Ox Alpha) Model: Free, High‑Performance Coding AI and Its Possible Origin

A newly surfaced anonymous model called Ox Alpha, dubbed “Niu Lai,” offers 1 million‑token context, multimodal inputs and free access, and early coding‑agent tests show it approaching top‑tier performance, prompting speculation that it may be Zhipu’s unreleased GLM‑5.3 Flash while other masked models like korrine stir further mystery.

DeepSWEGLM-5.3Ox Alpha

0 likes · 7 min read

The Mysterious “Niu Lai” (Ox Alpha) Model: Free, High‑Performance Coding AI and Its Possible Origin

Machine Heart

Jun 1, 2026 · Artificial Intelligence

MiniMax M3: First Open‑Source Model to Achieve the Frontier Trio – Our Three‑Task Evaluation

MiniMax M3 claims to be the first open‑source LLM that simultaneously delivers top‑tier coding/agentic ability, a 1‑million‑token context window, and native multimodal understanding, and our benchmarks on coding suites, long‑context efficiency, and multimodal tasks confirm it exceeds expectations.

1M contextMiniMax M3coding benchmark

0 likes · 15 min read

MiniMax M3: First Open‑Source Model to Achieve the Frontier Trio – Our Three‑Task Evaluation

DataFunTalk

Dec 24, 2025 · Artificial Intelligence

Can MiniMax M2.1 Match Top Coding AIs? A Hands‑On Benchmark Review

This article evaluates MiniMax M2.1’s new coding capabilities across multiple benchmarks, including SWE‑bench, Java satellite‑control projects, full‑stack attack visualizations, and a one‑click mobile‑OS simulation, comparing its performance to Claude Sonnet 4.5 and Opus 4.5.

AI coding assistantM2.1MiniMax

0 likes · 8 min read

Can MiniMax M2.1 Match Top Coding AIs? A Hands‑On Benchmark Review