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Agent Provider Depot
Opinionated picks for agents

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Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.

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DimensionLangSmithLangfuse
Overall8.18.7
Capability fit9.08.8
Price / performance7.09.2
Latency / reliability8.88.4
Developer & agent DX9.08.8
Privacy / data retention7.88.8
Lock-in risk (higher = worse)6.52.5
Maturity / track record8.88.2
PricingSeat + trace volume pricing; deep LangChain/LangGraph integration; Plus tiers from tens of $/mo.Open-source + cloud; generous self-host; cloud from ~$29–59/mo tiers; EU-friendly.