Meta's open-source large language model family. Llama 3 rivals GPT-4 performance with free weights available for research and commercial use.
Best For
Teams & solo builders
Key Pros & Cons
Strengths
- 12.1% fork-to-star ratio — strong developer contribution signal
Watch Out For
- Low community score (5/100) — smaller support network
Market Momentum
16
+0
24h
+0
7d
-13
30d
14-day heat score history
Creator Buzz5
Search Interest5
Community Activity5
Growth Momentum50
Score ForecastConfidence: low
16
7-day est.
16
14-day est.
Trend slope: 0.00 pts/day
What This Score Means
Meta Llama is in a declining trend within AI Models / APIs — consider whether the team is still actively investing before building on it.
Abandonment & Maintenance Risk
Monitor Closely
Trend phaseDeclining
30-day score change-13 pts
Listed on HookFlow3mo old
Discontinued flag✓ No
Commit cadenceStale
Last commit1.5y ago
Risk Factors
- Declining trend — worth monitoring
- GitHub repo is stale — last commit 1.5y ago
GitHub Repository Health
F
Stale
Stars
29,269
Forks
3,529
Open Issues
216
Watchers
253
Last commit1.5y ago
7-day star growth-5 stars
Fork / Star ratio12.1%
Snapshot dateAug 4, 2026
Data Lock-In Index
100
/ 100 (lower = more open)
○ Webhooks Out○ Bulk Export○ Open Formats
vs. Category Peers (AI Models / APIs)
Tool
A.R.C.
Heat
7d Δ
Lock-In
Meta Llama (this)
Open-weight local models
—
16
+0
100
Gemini▲ Rising
B
78
+10
66
DeepSeek▲ Peak
Cost-efficient long context
—
68
+3
100
Poe▲ Rising
—
66
+21
67
Hugging Face▲ Rising
B
64
+6
0
Claude▲ Declining
Frontier reasoning & code
A
62
-2
67
Lock-In: 0 = fully open, 100 = maximum data lock-in. A.R.C. = Architecture · Reliability · Context score (A–F).
Snapshot Disclaimer: All scores, rankings, and metrics in this report reflect data as of August 4, 2026. Heat scores, community activity, and market momentum are recalculated daily — figures shown here represent a point-in-time snapshot and may differ from current values on HookFlow.ai.
HookFlow.ai Infrastructure Report — August 4, 2026hookflow.ai