Board Position

Discovery Candidate

project-maya is still mainly in the discovery candidate stage, so it does not appear on this board yet, but its detail data is already available to read.

Tracked runs65
Last updatedOct 14, 11:02
DiscoveryCandidate
Source count2

Fallback

A smoother next step

A good next move is to clear the search term on the rankings page, or reset source and category to all, then continue comparing adjacent tools along the board.

rss_auto_discoverycommunityrssMomentum24hAll SourcesAll Categories

Tool Detail

project-maya

AI Coding

project-maya

Project Maya - run GLM-5.3-Flash (321B MoE) privately on your own GPU(s), from one card to 16, NVIDIA or AMD, Linux or Windows. Engine, server, dashboard, OpenAI- and Anthropic-compatible API, quant tools.

Visit website
AI CodingRSS Auto DiscoveryCommunityRSShuggingface.corss-auto
Signal Read 1

project-maya has not entered the formal rankings consistently yet and is still mainly in the Candidate discovery stage.

Signal Read 2

This signal is supported by RSS Auto Discovery / Community / RSS, spanning 2 source directions.

Signal Read 3

The system has tracked this tool for 65 runs, first seen Apr 19, 09:46 and most recently updated Oct 14, 11:02.

Score75
Weekly growthSeed
Confidence56%
Primary statusCandidate

Candidate, current pool rank --

Discovery statusCandidate

Pool score 58, based on 2 contributing sources.

Tracked runs65

First seen Apr 19, 09:46, last updated Oct 14, 11:02.

Source coverage2

Community / RSS

7-day score trend
Discovery-pool seeds are coming from RSS auto-discovery sites and are waiting for later content fetch validation.
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7-day rank movement
Lower numbers are closer to the top
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Signal summary

project-maya has not entered the formal rankings consistently yet and is still mainly in the Candidate discovery stage.

This signal is supported by RSS Auto Discovery / Community / RSS, spanning 2 source directions.

The system has tracked this tool for 65 runs, first seen Apr 19, 09:46 and most recently updated Oct 14, 11:02.

Discovery assessment
Discovery originRSS seed site

2 sources contributed to the candidate judgement.

Candidate typeSeed site

Currently in the Candidate stage.

Quality score58

Higher scores usually indicate a real product rather than editorial or noisy content.

Manual ruleAutomatic

No manual rule is active, so the system judgement is still automatic.

Text looks more like product copy: api, toolCross-source discoveryRSS auto-discovery seed site
System judgement

This section shows how source page evidence, multi-run stability, and auto-promotion logic are combined into the candidate judgement.

Stability6 consecutive runs

watchlist 1 · ranked 0 · strong 1

Recent snapshotBest 76

Last seen Oct 14, 11:02

Board footprint
No formal board footprint is available from this sync yet.
Why it matters now
  • Community / RSS recently surfaced a crawlable new seed and it is worth continued review.
  • This candidate is not on the main board yet, but it has entered the automated discovery pool.
  • If more cross-source validation appears, it will be promoted toward the watchlist first.
What could make it noisy
  • This is still a candidate seed and may only reflect a one-off crawl hit.
  • It still lacks multi-run continuity and broader provider cross-validation.
Source timeline
2026-10-14 12:03

Auto-discovered crawlable site huggingface.co

Source page evidence

This panel aggregates source pages the system has already fetched and cached, so you can judge whether the tool points to a real product site, an editorial page, or just a seed domain.

2 pages
Cached pages2

Total number of fetched pages that are currently available to display.

Successful pages1

Pages fetched successfully with a readable title and summary.

Failed / stale0 / 1

Failed pages will be retried, and stale pages will be refreshed in later syncs.

Domains covered2

Broader domain overlap usually suggests the signal is not just isolated noise.

Status filter

Domain filter

Showing 2 / 2 pages

Sorted by fetch success, freshness, and summary richnessHigh value · 1
Linked signal

huggingface.co

Unsupported content-type: application/rss+xml; charset=utf-8

https://huggingface.co/blog/feed.xml
Oct 7, 14:17
Non-HTMLMulti-sourcehuggingface.coHTTP 200Stale
System judgement

This page is not standard HTML, so readable information is limited and the system lowers its priority.

This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.

Raw signals
GitHubNewcomers #2
Oct 14, 11:02

Project Maya - run GLM-5.3-Flash (321B MoE) privately on your own GPU(s), from one card to 16, NVIDIA or AMD, Linux or Windows. Engine, server, dashboard, OpenAI- and Anthropic-compatible API, quant tools.

NEWScore 72Confidence 78%Surge +9%
GitHubcudaglm
Matching page evidenceView crawl detailSnapshot live-20261014110250460054-8d33d5Open source
GitHubMomentum #5
Oct 14, 11:02

Project Maya - run GLM-5.3-Flash (321B MoE) privately on your own GPU(s), from one card to 16, NVIDIA or AMD, Linux or Windows. Engine, server, dashboard, OpenAI- and Anthropic-compatible API, quant tools.

NEWScore 72Confidence 78%Surge +9%
GitHubcudaglm
Matching page evidenceView crawl detailSnapshot live-20261014110250460054-8d33d5Open source
Multi-sourceNewcomers #11
Oct 5, 18:48

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 93Confidence 88%Surge +6%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261005184840245347-c130b6Open source
Multi-sourceMomentum #2
Oct 5, 18:48

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 93Confidence 88%Surge +6%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261005184840245347-c130b6Open source
Multi-sourceNewcomers #11
Oct 4, 19:32

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 98Confidence 88%Surge +6%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261004193225004731-4bb520Open source
Multi-sourceMomentum #2
Oct 4, 19:32

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 98Confidence 88%Surge +6%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261004193225004731-4bb520Open source
Multi-sourceNewcomers #12
Oct 3, 23:17

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 95Confidence 88%Surge +6%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261003231724257396-021a22Open source
Multi-sourceMomentum #2
Oct 3, 23:17

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 95Confidence 88%Surge +6%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261003231724257396-021a22Open source
Multi-sourceNewcomers #11
Oct 1, 18:41

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 86Confidence 88%Surge +7%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261001184118983893-322effOpen source
Multi-sourceMomentum #2
Oct 1, 18:41

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 86Confidence 88%Surge +7%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261001184118983893-322effOpen source
Multi-sourceNewcomers #12
Oct 1, 05:32

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 88Confidence 88%Surge +7%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261001053234021762-a26d07Open source
Multi-sourceMomentum #2
Oct 1, 05:32

Hugging Face - has been publishing fresh updates consistently through its official content feed.

NEWScore 88Confidence 88%Surge +7%
CommunityGitHubhuggingface.corss
Matching page evidenceView crawl detailSnapshot live-20261001053234021762-a26d07Open source
Continue reading
Peer comparison
project-mayaSeedStill a candidate seed, waiting for stronger follow-up signals.