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Terminal-Bench 4.0

5 GoKawiil briefs on this topic

Google introduces Orchestrator to mix frontier and lightweight models in Antigravity

Google has launched Orchestrator within Google Antigravity, a system that automatically switches between models — codenamed Carbon, Argon and Hydrogen — during a single coding session rather than relying on one model throughout. Hydrogen is positioned as a fast execution model for routine coding tasks, working alongside Carbon and Argon, which handle deeper architectural reasoning. On Terminal-Bench 4.0, Google reports Orchestrator achieved task success rates close to Carbon alone while using 24% less quota and finishing 19% faster.

Moonshot AI launches Kimi K3.1 Pro with 1-million-token context window

Moonshot AI released Kimi K3.1 Pro, an open-weight 3T-class model built on Kimi K3 with expanded post-training compute, offering a 1-million-token context window and gains in coding, 3D creation, financial research and agentic tasks. A faster variant, K3.1 Pro Highspeed, runs 2-3 times quicker and both are live now on Kimi.ai, Kimi Work, Kimi Code and the Kimi API, with full model weights due by November 4.

Weave Router 2.0 matches GPT-6 Astra performance at half the cost

Weave OS released Weave Router 2.0, an open-source model router that dynamically switches between LLMs for coding agents like Claude Code or Codex. On Terminal Bench 4.0 and SWE Atlas benchmarks, the router matched GPT-6 Astra's pass rates while running at roughly 52-54% of its cost and 2.2-2.5x faster. The company attributes the gains to a new routing architecture, a larger training dataset, and improved cache-eviction calculations.

Anthropic launches Claude Sonnet 5.5, faster and cheaper than Sonnet 5

Anthropic released Claude Sonnet 5.5, the second model in its Claude 5.5 lineup after Opus 5.5. The company says it runs over 30% faster and costs up to 30% less per task than Sonnet 5, while keeping the same per-token pricing, and jumps from 10.3% to 70.6% on the Terminal-Bench 4.0 agentic coding evaluation. A third model, Claude Haiku 5.5, is planned for release in the coming weeks.

Anthropic launches Opus 5.5, OpenAI debuts GPT-6 Sol and Luna at lower prices

Anthropic released Opus 5.5, an update to Claude aimed at enterprise tasks like coding, financial analysis and business work, claiming better agentic coding benchmarks than GPT-6 Astra and reduced token pricing compared to Opus 5. OpenAI simultaneously released GPT-6 Sol and GPT-6 Luna, cheaper successors to GPT-5.6 that the company says cut factual errors roughly in half and match rival Fable 5.1's coding performance at lower cost.