Signals
Intelligence overview
What's rising across open source — and whether it can be trusted.
Repositories tracked
25.2k
across public GitHub
Rising signals today
30
emerging + breakout
High-confidence predictions
39
breakout ≥60% in 7d
Healthy trending
146
PVI ≥65 with momentum
Entering decline
10
cooling or declining
New opportunities
4
score ≥70 on the Radar
Trend velocity over time
Aggregate star velocity across the top tracked cohort · estimated · how it's measured
Cohort star velocityAverage momentum score
Top movers
All trendingLikely to break out
Opportunity RadarInterpretable model v1 · probability of entering the top trend cohort within 7 days. Forecasts archived and scored after the window closes.
Average vitality drift
+2 pts
Mean PVI change across the tracked cohort over 90 days.
LLM benchmark — flagship models
Context window and per-token cost across the top 15 model families · click a model for the full dossier
| Claude Fable 5Anthropic | 1M | $10 | $50 | |
| GPT-5.6 Sol ProOpenAI | 1.1M | $5.00 | $30 | |
| GPT-5.6 Terra ProOpenAI | 1.1M | $1.00 | $6.00 | |
| Claude Opus 5Anthropic | 1M | $5.00 | $25 | |
| Gemini 3.1 ProGoogle | 1M | $2.00 | $12 | |
| Grok 4.5xAI | 256k | $3.00 | $15 | |
| DeepSeek V4 ProDeepSeek | 1.0M | $0.44 | $0.87 | |
| DeepSeek V4 FlashDeepSeek | 1.0M | $0.08 | $0.18 | |
| Claude Sonnet 5Anthropic | 1M | $3.00 | $15 | |
| GPT-5.5OpenAI | 400k | $1.25 | $10 | |
| Gemini 3 FlashGoogle | 1M | $0.30 | $2.50 | |
| Llama 4 MaverickMeta | 1.1M | $0.15 | $0.60 | |
| Qwen3 MaxAlibaba | 256k | $1.20 | $6.00 | |
| Kimi K2.5Moonshot | 262k | $0.55 | $2.20 | |
| GLM 5Zhipu | 205k | $0.60 | $2.20 |
Ranked repositories
Click a row for the intelligence lightbox
| Repository | Stage | ||||||
|---|---|---|---|---|---|---|---|
| 1 | calesthio/OpenMontagePython · 67.8k | 79 | 79+4 | 78 | Established | Low | |
| 2 | thedotmack/claude-memTypeScript · 100.3k | 79 | 76-3 | 82 | Breakout | Low | |
| 3 | paperclipai/paperclipTypeScript · 101.3k | 79 | 79+3 | 73 | Saturated | Low | |
| 4 | microsoft/ai-agents-for-beginnersJupyter Notebook · 77.1k | 79 | 69+4 | 82 | Established | Low | |
| 5 | stablyai/orcaTypeScript · 91.3k | 78 | 750 | 73 | Saturated | Low | |
| 6 | storytold/photocraftRust · 56.2k | 78 | 82-1 | 72 | Established | Low | |
| 7 | Panniantong/Agent-ReachPython · 96.8k | 78 | 790 | 72 | Breakout | Low | |
| 8 | rtk-ai/rtkRust · 83.2k | 78 | 85-3 | 69 | Breakout | Low | |
| 9 | Graphify-Labs/graphifyPython · 126.1k | 78 | 82-1 | 65 | Breakout | Low | |
| 10 | browser-use/browser-usePython · 117.8k | 78 | 77-1 | 77 | Breakout | Low | |
| 11 | morluto/reaTypeScript · 191.5k | 77 | 74-2 | 78 | Saturated | Low | |
| 12 | MemPalace/mempalacePython · 59.5k | 77 | 83+4 | 74 | Established | Low | |
| 13 | langchain-ai/langchainPython · 96k | 77 | 660 | 79 | Resurgent | Low | |
| 14 | Niko1221/StrataC++ · 23.4k | 77 | 81+5 | 78 | Established | Low | |
| 15 | ruvnet/rufloTypeScript · 74.5k | 77 | 77-2 | 77 | Breakout | Low | |
| 16 | debpalash/VoiceStudioPython · 61.8k | 77 | 77-1 | 79 | Established | Low | |
| 17 | farion1231/cc-switchRust · 143.7k | 77 | 75+2 | 75 | Saturated | Low | |
| 18 | firecrawl/firecrawlTypeScript · 191.1k | 76 | 72-3 | 75 | Established | Low | |
| 19 | headroomlabs-ai/headroomPython · 75.2k | 76 | 83-1 | 79 | Breakout | Low | |
| 20 | nexu-io/open-designTypeScript · 100.9k | 76 | 79+4 | 71 | Breakout | Low |