BlogLLM Benchmark Scores as Published, Side by Side

EEBench: Results as Published

Every result the catalog holds for EEBench: 7 models from 3 developers, read from 2 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.

Area Engineering and DesignMaintainer atopileData version 2026103001, as of 2026-10-30

EEBench is an agent benchmark for electrical and hardware engineering, aimed at the requirements, design and test loop of a hardware project. Agents submit atopile design bundles, and the harness builds the circuit graph, bill of materials and simulation decks from that source. Each requirement is checked by simulation at worst-case component-tolerance corners, and the leaderboard score blends engineering results at 65% with cost efficiency at 35% against a reference bill of materials. The held-out tasks are not published.

EEBench reward

ModelValuePrinted bySetup as printed
GPT-6 AstraOpenAI, released 2026-09-0369.3%xAI, Grok 4.7 model cardchecked 2026-10-14Effort: max
GPT-5.6 SolOpenAI, released 2026-07-0939.4%xAI, Grok 4.7checked 2026-10-25; printed on 1 more pageEffort: max
Claude Fable 5.1Anthropic, released 2026-09-0156.4%xAI, Grok 4.7checked 2026-10-25Effort: max
Claude Opus 5Anthropic, released 2026-07-2461.6%xAI, Grok 4.7 model cardchecked 2026-10-14Effort: max
Claude Fable 5Anthropic, released 2026-06-0954.2%xAI, Grok 4.7 model cardchecked 2026-10-14Effort: max
Grok 4.7xAI, released 2026-09-2164%xAI, Grok 4.7checked 2026-10-25; printed on 1 more pageEffort: xhigh
Grok 4.6xAI, released 2026-08-1253%xAI, Grok 4.7checked 2026-10-25; printed on 1 more pageEffort: high

Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.