Coding

Explore World Labs Atlas turning phone photos into explorable 3D worlds with pixel camera control and real-to-sim robot training pipelines for production.

Explore Claude merged chat, Cowork and Design interface with Docs and Slides beta and what single-surface agents mean for proven production builders.

Ornith-1.5-397B MIT MoE hits 86.1 Terminal-Bench and 86.6 BrowseComp on par with Opus 4.8. Family 9B to 397B, serve via vLLM or quants.

Sakana Fugu Max v1.0 routes across open models at $2/$6 per M, leading Terminal Bench 2.1 and SWEFish. I measured $0.94 per triage task vs $1.61 Sol.

Databricks ran coding agents on its own giant codebase: GLM 5.2 tied Opus 4.8 at $1.28 vs $1.94 per task. Token price lied; harness appetite decided.

OpenAI shipped GPT-6 Astra on Sep 3 2026 with 72.6% OSWorld 2.0, 57.9% Terminal-Bench 4.0, and 1M searchable context. This guide shows the scoped operator pattern I verified in production.

Atria Dawn Preview shipped 744B MoE agentic weights under MIT with 1M context and no announcement. Verify the repo, model serving costs, and reproduce benchmarks before betting.

Qwen Max 2.4T open weights with 86.6 Terminal and $2 pricing. Distinguish API multimodal from text weights.

Vision Exp adds images at 384 tokens with Flash pricing, beating Opus on 3 tests. Multimodal agent cookbook.

Qwen 3.8 27B hits 1500 tok/s on Cerebras at $0.99 input. Build fast agents with OpenAI-compatible routing and fallbacks.

V4 Flash 0731 brings Codex native with 82.7 Terminal at $0.14 input. Deploy coding agents with routing and evals.

Fable 5.1 hits 55.8% Terminal-Bench and 52.6% science with 75% cheaper cache. Benchmark vs Opus 5 and GPT-5.5 Pro for production picks.