Liquid lists 7 models and Reflection 1. Liquid is cheaper on a typical model ($0.03 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.
For each workload: the cheapest model from each provider that can actually do it (fits the context window; tool calling required for the agent), and its monthly cost at list price.
How does Liquid cost compare with Reflection cost?
Liquid is cheaper on a typical model: a median of $0.03 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are LiquidAI: LFM2-2.6B at $0.01 and Reflection: Beam 1.0 501B A23B at $1.50.
Is Liquid better than Reflection?
It depends on the job: Liquid offers the broader line-up (7 models vs 1), Liquid the lower typical price, Reflection the longest context (1.0M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Which has more models, Liquid or Reflection?
Liquid: Liquid lists 7 models and Reflection lists 1.
Which provider has the longest context window?
Reflection: Liquid's longest is LiquidAI: LFM2.5-24B-A2B at 128K tokens; Reflection's is Reflection: Beam 1.0 501B A23B at 1.0M.