| --- |
| license: cc-by-4.0 |
| pretty_name: RigBase - measured local LLM speeds on home AI hardware |
| language: |
| - en |
| tags: |
| - llm |
| - benchmark |
| - gpu |
| - local-llm |
| - llama.cpp |
| - hardware |
| - tokens-per-second |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: builds.csv |
| --- |
| |
| # RigBase: measured local-LLM speeds on real home hardware |
|
|
| 117 real home AI builds and 298 measured results across 48 models (Qwen3.8, Qwen3.6, Gemma 4, gpt-oss, Nemotron, DeepSeek and more), on NVIDIA, AMD, Intel, Apple Silicon, Strix Halo and DGX Spark. Snapshot: 2026-10-24. |
|
|
| Every row links to its original public source (GitHub discussions, Reddit, llama-bench databases, blogs, YouTube). RigBase collects and normalises these numbers; it does not re-measure them. |
|
|
| - Website: https://getrigbase.com |
| - Always-current download: https://getrigbase.com/data/ (builds.csv, builds.json) |
| - Submit a build: https://getrigbase.com/submit/ |
|
|
| ## Files |
|
|
| - `builds.csv`: one row per measured result (298 rows). |
| - `builds.json`: one object per build with its parts and a list of results. |
|
|
| ## Columns (builds.csv) |
|
|
| | column | meaning | |
| |---|---| |
| | build_slug, build_title | build id and name; page at page_url | |
| | gpus, vram_gb | GPU(s) or chip, total VRAM / unified memory in GB | |
| | cpu, ram, power | host parts and reported power draw (free text) | |
| | model, quant, engine | model, quantization, inference engine as reported | |
| | tps | generation (decode) speed, tokens/sec | |
| | spec_decode | `none`, or the speculative-decoding method (MTP, draft model, etc.) | |
| | prefill_tps, context | prompt-processing speed and context length, where reported | |
| | how_measured, status | measurement notes and status | |
| | source_checked_by_rigbase | whether RigBase re-checked the number against the source | |
| | source | URL of the original public measurement | |
| | page_url | RigBase page for the build | |
| |
| ## Caveats |
| |
| - Numbers come from different people, engines, quants and settings. Compare rows from the same source when you compute ratios. |
| - Results with speculative decoding are marked in `spec_decode`; filter them out for plain decode speed. |
|
|
| ## License and citation |
|
|
| CC BY 4.0. Please credit "RigBase (getrigbase.com)" and link the original sources where you use individual numbers. |
|
|
