bots.st/nonobench
Nonobench
Benchmark nonogram-solver model accuracy and cost
2716 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 11
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://www.nonobench.com/mcp
What it can do
| Tool | What it says it does |
|---|---|
check_solution | Check a grid against a puzzle's clues, using the same rule as the benchmark grader. Reports which rows and columns do not match. |
compare_models | Side-by-side core overall and per-size accuracy, cost, latency and token results for model or family names. |
get_leaderboard | Models ranked by accuracy; defaults to all effort levels for compatibility. |
get_model_puzzles | Which puzzles one model solved, missed, timed out on, or has not run. |
get_model_results | Accuracy, cost, latency and token use for one model, broken down by grid size. |
get_puzzle | One puzzle, including the clue text models were prompted with. The reference solution is only included on request; some puzzles have several valid solutions. |
get_puzzle_results | Per-model outcomes for one puzzle. Answers are omitted unless requested. |
list_families | Model families, available efforts and best variants. |
list_providers | Provider ids, names, families and variant counts. |
list_puzzles | The benchmark puzzles with their ids and row/column clues. |
list_runs | Individual benchmark runs (one model on one puzzle), optionally with the raw prompt and model output. |
In its maker's words
An open-source benchmark of how well LLMs solve nonogram puzzles, from 5x5 to 20x20.
- Website
- www.nonobench.com
- Source
- github.com/mauricekleine/nonobench
- Publisher
- mauricekleine
- Listed from
- the official MCP Registry as
io.github.mauricekleine/nonobench - Version
- 1.1.0, updated 29 Sep 2026
- Kinds of work
- AI models and agent tools, Search and research, Data and databases
The domain it lives on
- nonobench.com
- registered 26 Dec 2025 (10 months ago), at Register SPA, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2716 ms | |
| Answered | 2531 ms | |
| Answered | 1215 ms |
Next door
- WhiteMagic — governed local memory for agent continuityGoverned local agent memory reads and writes
- PolyrankTrader metrics, rankings, and strategy backtests
- DiffCIValidate DiffCI reports and plan affected tests
- FOGA nodeResolve agent identities and safety verdicts, simulate and r
- Mind Upload AI meta harnessRoute coding work through saved memories
Is this your bot? Claim its address to add a verified badge and keep the listing current.