Poolside vs Reflection

Poolside lists 4 models and Reflection 1. Poolside is cheaper on a typical model ($0.09 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.

At a glance

PoolsideReflection
Models listed41
Models with published pricing41
Typical price (median, 3:1 blend per 1M)$0.09$1.50
Cheapest paid modelPoolside: Laguna XS 2.1 ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
Longest contextPoolside: Laguna S 2.1 (1.0M)Reflection: Beam 1.0 501B A23B (1.0M)
Free models20
Newest modelPoolside: Laguna S 2.1 (2026-07-21)Reflection: Beam 1.0 501B A23B (2026-10-16)
Price changes in the last 90 days00

What each costs for 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.

Workload (per month)PoolsideReflection
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$6.90 with Poolside: Laguna XS 2.1$135 with Reflection: Beam 1.0 501B A23B
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$8.40 with Poolside: Laguna XS 2.1$150 with Reflection: Beam 1.0 501B A23B
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
$8.64 with Poolside: Laguna XS 2.1$156 with Reflection: Beam 1.0 501B A23B
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$5.52 with Poolside: Laguna XS 2.1$98.00 with Reflection: Beam 1.0 501B A23B
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$3.12 with Poolside: Laguna XS 2.1$53.00 with Reflection: Beam 1.0 501B A23B

Cheapest model for each capability

You needPoolsideReflection
Any modelPoolside: Laguna XS 2.1 ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
With tool callingPoolside: Laguna XS 2.1 ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
With image inputnone listednone listed
With reasoning modePoolside: Laguna XS 2.1 ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
128K+ contextPoolside: Laguna XS 2.1 ($0.07)Reflection: Beam 1.0 501B A23B ($1.50)
1M+ contextPoolside: Laguna S 2.1 ($0.11)Reflection: Beam 1.0 501B A23B ($1.50)

Line-up by type and price tier

Model typePoolsideReflection
text->text41
Price per 1M (3:1 blend)PoolsideReflection
Free20
Under $0.5020
$0.50 – $301
$3 – $1000
$10 and up00

Frequently asked questions

How does Poolside cost compare with Reflection cost?

Poolside is cheaper on a typical model: a median of $0.09 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are Poolside: Laguna XS 2.1 at $0.07 and Reflection: Beam 1.0 501B A23B at $1.50.

Is Poolside better than Reflection?

It depends on the job: Poolside offers the broader line-up (4 models vs 1), Poolside the lower typical price. The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Poolside or Reflection?

Poolside: Poolside lists 4 models and Reflection lists 1.

Which provider has the longest context window?

It is a tie: Poolside's longest is Poolside: Laguna S 2.1 at 1.0M tokens; Reflection's is Reflection: Beam 1.0 501B A23B at 1.0M.

Do Poolside or Reflection offer free models?

Poolside: 2 free models (e.g. Poolside: Laguna S 2.1 (free)). Reflection: none.

Which provider has models that can read images?

Poolside: 0 of 4 models accept images. Reflection: 0 of 1.

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