Meta vs Reflection

Meta lists 16 models and Reflection 1. Meta is cheaper on a typical model ($0.15 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

MetaReflection
Models listed161
Models with published pricing161
Typical price (median, 3:1 blend per 1M)$0.15$1.50
Cheapest paid modelLlama Guard 3 8B ($0.03)Reflection: Beam 1.0 501B A23B ($1.50)
Longest contextMeta: Llama 4 Scout (1.3M)Reflection: Beam 1.0 501B A23B (1.0M)
Free models20
Newest modelMeta: Llama Guard 4 12B (2025-04-30)Reflection: Beam 1.0 501B A23B (2026-10-16)
Price changes in the last 90 days280

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)MetaReflection
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$2.70 with Llama Guard 3 8B$135 with Reflection: Beam 1.0 501B A23B
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$3.00 with Llama Guard 3 8B$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
$6.96 with meta-llama/Llama-3.1-8B-Instruct$156 with Reflection: Beam 1.0 501B A23B
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$1.96 with Llama Guard 3 8B$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
$1.06 with Llama Guard 3 8B$53.00 with Reflection: Beam 1.0 501B A23B

Cheapest model for each capability

You needMetaReflection
Any modelLlama Guard 3 8B ($0.03)Reflection: Beam 1.0 501B A23B ($1.50)
With tool callingMeta: Llama 3 8B Instruct ($0.03)Reflection: Beam 1.0 501B A23B ($1.50)
With image inputMeta: Llama 3.2 11B Vision Instruct ($0.05)none listed
With reasoning modenone listedReflection: Beam 1.0 501B A23B ($1.50)
128K+ contextLlama Guard 3 8B ($0.03)Reflection: Beam 1.0 501B A23B ($1.50)
1M+ contextMeta: Llama 4 Scout ($0.15)Reflection: Beam 1.0 501B A23B ($1.50)

Line-up by type and price tier

Model typeMetaReflection
text+image->text40
text->text121
Price per 1M (3:1 blend)MetaReflection
Free20
Under $0.50110
$0.50 – $311
$3 – $1020
$10 and up00

Frequently asked questions

How does Meta cost compare with Reflection cost?

Meta is cheaper on a typical model: a median of $0.15 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are Llama Guard 3 8B at $0.03 and Reflection: Beam 1.0 501B A23B at $1.50.

Is Meta better than Reflection?

It depends on the job: Meta offers the broader line-up (16 models vs 1), Meta the lower typical price, Meta the longest context (1.3M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Meta or Reflection?

Meta: Meta lists 16 models and Reflection lists 1.

Which provider has the longest context window?

Meta: Meta's longest is Meta: Llama 4 Scout at 1.3M tokens; Reflection's is Reflection: Beam 1.0 501B A23B at 1.0M.

Do Meta or Reflection offer free models?

Meta: 2 free models (e.g. Meta: Llama 3.2 3B Instruct (free)). Reflection: none.

Which provider has models that can read images?

Meta: 4 of 16 models accept images. Reflection: 0 of 1.

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