Project Comparison

superset vs zosma-cowork vs tabby vs bernstein Comparison

Agent-oriented project comparison across deployment, maintenance, quality, and best-fit use cases.

Open JSON Scoring Methodology

Recommendation

superset-sh/superset

superset-sh/superset leads 4 compared projects. Review the decision matrix before treating it as the default recommendation.

superset-sh/superset has the strongest combined agent score and maintenance profile in this comparison.

CandidatesCloudflareDockerLocalTop AgentTop Quality
41348757
Open winning projectInspect graphFind alternativesExplain scoreGet recommendations

Data source: d1 / d1_query / 1073 projects.

ProjectStarsAgentLocalCloudflareQualityAgent Score
superset-sh/superset12,870YesYesNo5787
zosmaai/zosma-cowork106YesYesNo2162
TabbyML/tabby33,821YesYesNo2374
sipyourdrink-ltd/bernstein826YesYesYes4481

Decision Matrix

superset-sh/superset

StrengthsLeads this comparison context. Strong agent score at 87/100.
TradeoffsNo major tradeoff indexed.
Next stepInspect score and graph before adopting.

Decision Matrix

zosmaai/zosma-cowork

StrengthsUseful baseline candidate for comparison.
TradeoffsMaintenance score is 44/100.
Next stepUse as an alternative or fallback candidate.

Decision Matrix

TabbyML/tabby

StrengthsUseful baseline candidate for comparison.
TradeoffsMaintenance score is 26/100.
Next stepUse as an alternative or fallback candidate.

Decision Matrix

sipyourdrink-ltd/bernstein

StrengthsStrong agent score at 81/100.
TradeoffsNo major tradeoff indexed.
Next stepUse as an alternative or fallback candidate.

Project

superset-sh/superset

87

Superset is agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscription.

Coding AgentDockerVercelServerless
Quality57
Agent87

Project

zosmaai/zosma-cowork

62

Desktop GUI for the pi coding agent — open-source Claude Cowork alternative

Coding AgentLibrary OnlyLocalCloud
Quality21
Agent62

Project

TabbyML/tabby

74

Self-hosted AI coding assistant

Coding AgentDockerLocalCloud
Quality23
Agent74

Collection

sipyourdrink-ltd/bernstein

81

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline. Cluster mode, air-gap deploy. Status: beta. https://bernstein.run

Coding AgentDockerCloudflareServerless
Quality44
Agent81