Cohere lists 6 models and Reflection 1. Cohere is cheaper on a typical model ($0.60 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 Cohere cost compare with Reflection cost?
Cohere is cheaper on a typical model: a median of $0.60 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are Cohere: Command R7B (12-2024) at $0.07 and Reflection: Beam 1.0 501B A23B at $1.50.
Is Cohere better than Reflection?
It depends on the job: Cohere offers the broader line-up (6 models vs 1), Cohere 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, Cohere or Reflection?
Cohere: Cohere lists 6 models and Reflection lists 1.
Which provider has the longest context window?
Reflection: Cohere's longest is Cohere: Command A at 256K tokens; Reflection's is Reflection: Beam 1.0 501B A23B at 1.0M.
Do Cohere or Reflection offer free models?
Cohere: 1 free model (e.g. Cohere: North Mini Code (free)). Reflection: none.
Which provider has models that can read images?
Cohere: 1 of 6 models accept images. Reflection: 0 of 1.