Fastest mover
pytorch_geometric
+345 ranks · +9.75 score (7d)
Deep Learning · Surging
→ Multi-signal acceleration; high probability of sustained breakout move.
Deep Learning
Live Signals
Insights
Real-time signals from the CrowdWiseAI deterministic index. Every card on this page is computed from the same data layer that drives the rankings — no editorial spin, no static copy.
Featured Articles
Strongest category
Uncategorized AI
0.85 avg momentum · +23.24 avg 7d
37 tools · 21 strong coverage
→ Category-wide momentum suggests a structural rotation in attention.
37 tools
Largest 7d score gain
daily_stock_analysis
+36.97 score (7d) · rank #288
Uncategorized AI
→ Composite score shift indicates broad-based lift across signals.
Uncategorized AI
Notable breakout
Anyword
breakout 73.5 · accel +1.69 · high confidence
AI Writing · 2 runs sustained
→ Early breakout behavior; persistence required for confirmation tier.
AI Writing
Signal convergence
matplotlib
momentum 1.00 · rank +16 · +15.55 score
Data Visualization · score, rank, and momentum all positive
→ Score, rank, and momentum aligned — high-conviction multi-signal read.
Data Visualization
Market Notes
Uncategorized AI leads category momentum
Avg momentum 0.85 across 37 tools; Classical ML sits at the bottom (0.59).
→ Developer attention is concentrating in this segment of the index.
category · momentum
23 emerging breakouts this run
Led by Anyword (breakout 73.5, accel +1.69). Each requires sustained acceleration across 2+ runs.
→ Wide funnel — strong pipeline of upcoming graduation candidates.
breakouts · emerging
Confirmed tier remains empty
Graduation requires ≥3 detector runs with positive acceleration. Persistent emerging picks accumulate toward this bar.
→ No tools have cleared the persistence bar yet this cycle.
breakouts · confirmed
pytorch_geometric climbed +345 ranks
Now sits at rank #261 in Deep Learning. Score change +9.75 over 7 days.
→ Single-name surge — monitor for follow-through over the next runs.
Deep Learning
Top breakout repo: LiteLLM
Repo breakout score 88.6 (exploding). 2,000 commits in last 90 days, 44,632 stars.
→ Repo-level acceleration often precedes tool-level visibility shifts.
repo · exploding
Latest from X
@CrowdWiseAI →Top 5 risers avg rank gain+205.6
pytorch_geometric · lit-llama · GPT Pilot · Instructor · spago
→ Position changes concentrated in a small set of fast-moving names.
Strongest category by momentum0.85
Uncategorized AI · 37 tools
→ Momentum is concentrated in one segment of the index right now.
Active emerging breakouts23
Top: Anyword (breakout 73.5)
→ Wide funnel — strong pipeline of upcoming graduation candidates.
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Weekly research, breakout alerts, and methodology notes — straight from the pipeline.