AI Ecosystem Intelligence Platform

Track What's Actually Moving in AI

950+ AI tools scored daily across developer activity, adoption, and ecosystem momentum.
No hype. No opinions. Just data.

950+ tools · multi-signal scoring · updated daily

Built on public ecosystem data and a transparent scoring methodology that is open, versioned, and continuously refined.

+345pytorch_geometric77.3+234lit-llama67.3+159GPT Pilot69.3+145Instructor82.8+145spago70.7+125helicone76.3+122nano-vllm69.7+97Phind68.0+345pytorch_geometric77.3+234lit-llama67.3+159GPT Pilot69.3+145Instructor82.8+145spago70.7+125helicone76.3+122nano-vllm69.7+97Phind68.0

Live Index · Daily

What the index is showing today

Current Signal: Application layer is leading — expansion phase

Top Ranked

View all 944 →
#
Tool
Score
1
FastAPIData Processing
94.5
2
LangChainLLM Frameworks
93.3
3
OpenClawAgents / RAG Platforms
92.5
4
LangGraphLLM Frameworks
92.3
5
TransformersLLM Frameworks
92.2
6
ClineCode AI
92.0
7
crewAIAgents / RAG Platforms
91.5
8
browser-useAgents / RAG Platforms
90.6
9
llama.cppInference / Orchestration
90.6
10
Open WebUIAgents / RAG Platforms
90.5

Today's Signal

View all movers →
TOP RISER+345

pytorch_geometric

Deep Learning · 77.3

Signal acceleration confirmed across multiple independent inputs. 7d score: +9.8.

TOP FALLER-288

index-tts

Audio / Speech · 65.2

Relative signal strength declined versus peer cohort. 7d score: -0.5.

What this means

Momentum is concentrating in Deep Learning while Audio / Speech shows relative cooling.

Momentum Leaders

Momentum

Highest composite momentum across scoring signals.

1
matplotlibTrending

Mtm

1.0

Status

Surging
2
datahubTrending

Mtm

1.0

Status

Surging
3
@voltagent/coreTrending

Mtm

1.0

Status

Surging
4
pytorch_geometricTrending

Mtm

1.0

Status

Surging
5
cupyTrending

Mtm

1.0

Status

Surging
6
CoPawTrending

Mtm

1.0

Status

Surging
7
code-review-graphTrending

Mtm

1.0

Status

Surging
8
ML-From-ScratchTrending

Mtm

1.0

Status

Surging

Go deeper

Breakouts →

Early signals. Confirmed movers.

Insights →

Research, notes, and media.

Repos →

Fastest growing AI projects.

Rankings →

All 944 tools, ranked daily.

Methodology →

14 signals across 4 pillars.

Compare →

Side-by-side tool intelligence.