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orchestration

Everything on Ground Truth tagged “orchestration” — 9 items.

Memdoor reports 49 successful coding runs from a role-based Qwen workflow on ten problems News

Memdoor’s hosted Qwen workflow passed 49 of 50 attempts on ten hard programming problems, with substantial token use and no proven local-cost advantage.

Docker Agent adds public-repository skills and evaluation plumbing in a new release News

Docker Agent v1.149.0 adds public-repository skill loading and evaluation updates to its existing declarative agent runtime.

Sakana's Fugu Max sells a model that hands your request to other models, at $2 per million tokens in News

Sakana AI launched Fugu Max on 11 September 2026, a model trained to route each task to a pool of open-weight and specialist models and combine the results, priced at $2 per million input tokens and $6 per million output tokens; the pool is not published and all quality claims are Sakana's own.

Sakana's new model isn't a model -- it's a committee of models behind one door News

Fugu routes each request across several frontier AIs and answers through a single endpoint, pitched explicitly as a hedge against depending on any one provider.

Sakana Fugu Ultra v2 Tool

The higher-priced sibling of Fugu Max, also released 11 September, at $5 per million input tokens and $30 per million output tokens (rising above 272,000 tokens of context). Sakana says Claude Fable 5, Fable 5.1 and GPT-6 Astra are not in its model pool. Available through OpenRouter as sakana/fugu-ultra-v2.

Sakana Fugu Max Tool

Launched 11 September: a model trained to split each request across a pool of other models and combine the answers, sold as one OpenAI-compatible API at $2 per million input tokens and $6 per million output tokens, with a 1 million token context. The pool is not published beyond NVIDIA's Nemotron family, all quality claims are Sakana's own, and it is not yet available in the EU or EEA. Listed on OpenRouter and Vercel AI Gateway.

Sakana Fugu Tool

A single OpenAI-compatible endpoint that dynamically routes each request across several frontier models, so you call one API and get a coordinated multi-model answer.

Sakana AI Fugu Max and Fugu Ultra v2 Tool

Orchestration models that route each task across a pool of other models, available from 11 September through an OpenAI-compatible API. Fugu Max is priced at $2 per million input tokens and $6 per million output tokens; existing Fugu users upgrade with a one-line parameter change.

Memdoor Tool

A usable agent-workflow project with file-backed state and a public team-solve example for planning, parallel ideation, coding and checks; the reported benchmark used hosted inference and is not a proven local-cost advantage.