Codingverified
ScraplingD4Vinci
Scrapling changed this week: score +2, rank up 2, GitHub stars +1,013.
Score 63Rank #57
Archived daily intelligence
AI Market Briefing - Jun 7, 2026
Archived snapshot generated on Jun 7, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jun 7, 2026
Generated
110
Verified rows
421
History points
Movement
Weekly mode
Reliability rule
SkillRank market briefings are generated from recorded SkillRank snapshots and GitHub API verification. The briefing does not publish vendor release claims unless a source URL is attached.
Models
This week in AI model movement
61 model entries changed across recorded SkillRank snapshots this week.
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +2, rank up 1, GitHub stars +976.
Score 71Rank #45
Codingverified
anything-llmMintplex-Labs
anything-llm changed this week: score -1, rank down 2, GitHub stars +150.
Score 61Rank #59
Codingverified
PaddleOCRPaddlePaddle
PaddleOCR changed this week: score +1, rank up 1, GitHub stars +1,574.
Score 76Rank #36
Score 93Rank #11
Codingverified
hermes-agentNousResearch
hermes-agent changed this week: score +1, GitHub stars +5,079.
Score 91Rank #14
Score 89Rank #17
Score 82Rank #28
Coding agents
Coding agents trend
Coding-agent attention is led by verified repositories such as affaan-m/ECC, while the model board tracks coding-specific products separately.
Score 99Rank #1
Score 98Rank #2
Codingeditorial
GitHub Copilot Chat & agentGitHub
GitHub Copilot Chat & agent remained stable across recorded snapshots this week.
Score 98Rank #3
Codingeditorial
OpenAI Codex (current)OpenAI
OpenAI Codex (current) remained stable across recorded snapshots this week.
Score 97Rank #4
Score 96Rank #5
Coding
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 209,549 stars, 32,134 forks, and last push date 2026-06-07.
209,549 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,188 stars, 46,133 forks, and last push date 2026-06-01.
156,188 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 140,461 stars, 20,163 forks, and last push date 2026-06-06.
140,461 stars
RAG
RAG tools trend
RAG coverage combines embedding model rankings with verified retrieval and knowledge-system repositories such as Shubhamsaboo/awesome-llm-apps.
Embedding / RAGeditorial
text-embedding-4-largeOpenAI
text-embedding-4-large remained stable across recorded snapshots this week.
Score 92Rank #1
Embedding / RAGeditorial
Gemini embedding 004Gemini embedding 004 remained stable across recorded snapshots this week.
Score 90Rank #2
Embedding / RAGeditorial
Cohere Embed v4Cohere
Cohere Embed v4 remained stable across recorded snapshots this week.
Score 88Rank #3
Score 84Rank #4
Embedding / RAGeditorial
Jina EmbeddingsJina AI
Jina Embeddings remained stable across recorded snapshots this week.
Score 82Rank #5
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 113,639 stars, 16,865 forks, and last push date 2026-06-03.
113,639 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,118 stars, 10,177 forks, and last push date 2026-06-07.
45,118 stars
Coding
graphifysafishamsi/graphify
safishamsi/graphify is verified on GitHub with 61,141 stars, 6,337 forks, and last push date 2026-06-07.
61,141 stars
Open source
Open-source projects worth watching
Projects are selected from GitHub-verified SkillRank rows using stars, forks, recency of pushed code, and repository metadata. Popularity is a discovery signal, not production approval.
Coding
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 209,549 stars, 32,134 forks, and last push date 2026-06-07.
209,549 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,188 stars, 46,133 forks, and last push date 2026-06-01.
156,188 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 140,461 stars, 20,163 forks, and last push date 2026-06-06.
140,461 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 108,072 stars, 17,803 forks, and last push date 2026-06-06.
108,072 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 138,720 stars, 22,989 forks, and last push date 2026-06-07.
138,720 stars
Coding
difylanggenius/dify
langgenius/dify is verified on GitHub with 144,256 stars, 22,705 forks, and last push date 2026-06-07.
144,256 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 191,448 stars, 58,352 forks, and last push date 2026-06-07.
191,448 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 113,639 stars, 16,865 forks, and last push date 2026-06-03.
113,639 stars
Editorial view
SkillRank editorial view
Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.
110 rows were verified through GitHub-backed source checks before this briefing was generated.
421 recorded history points are available; 105 model entries currently have enough history for true movement analysis.
Closed-provider model profiles remain editorial unless a public repository or official source can be attached.
Open-source attention should be balanced against license, issue load, release cadence, and fit with your workflow.