Final Verdict Dashboard - 30-Day LLM Framework Showdown

25 benchmarks, 4 weeks, 3 frameworks. Click a framework card to see its wins and losses.

SynapseKit
8.39
avg score / 10 • 14 wins (56%)
LangChain
6.83
avg score / 10 • 7 wins (28%)
LlamaIndex
6.40
avg score / 10 • 4 wins (16%)
Win Distribution (25 benchmarks)
Average Score by Category
Category Breakdown - SynapseKit Average Score
When to Use Each Framework
SK
SynapseKit
New projects, small teams, want to ship fast
14/25 wins, 8.39/10 average. Strongest in production primitives: guardrails (9.8), MCP (9.5), cost tracking (9.5), async throughput (9.2). Simplest RAG: 2 lines.
LC
LangChain
Complex agents, large teams, need ecosystem
7/25 wins, 6.83/10 average. Wins cluster in sophistication: LangGraph (9.0), multi-agent (9.0), observability (9.0), streaming (8.5). Largest ecosystem and hiring pool.
LI
LlamaIndex
RAG quality as core metric, document intelligence
4/25 wins, 6.40/10 average. Wins in RAG depth: chunking (9.0), LLM evaluation (9.5), PDF ingestion (8.5). Best faithfulness and relevancy evaluators available.

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