Ibm Granite vs Reflection

Ibm Granite lists 3 models and Reflection 1. Ibm Granite is cheaper on a typical model ($0.06 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

Ibm GraniteReflection
Models listed31
Models with published pricing31
Typical price (median, 3:1 blend per 1M)$0.06$1.50
Cheapest paid modelIBM: Granite 4.0 Micro ($0.04)Reflection: Beam 1.0 501B A23B ($1.50)
Longest contextIBM: Granite 4.1 8B (131K)Reflection: Beam 1.0 501B A23B (1.0M)
Free models00
Newest modelIBM: Granite 4.2 8B (2026-08-31)Reflection: Beam 1.0 501B A23B (2026-10-16)
Price changes in the last 90 days40

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)Ibm GraniteReflection
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$3.52 with IBM: Granite 4.0 Micro$135 with Reflection: Beam 1.0 501B A23B
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$3.16 with IBM: Granite 4.0 Micro$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
$7.20 with IBM: Granite 4.1 8B$156 with Reflection: Beam 1.0 501B A23B
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$2.03 with IBM: Granite 4.0 Micro$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
$0.96 with IBM: Granite 4.0 Micro$53.00 with Reflection: Beam 1.0 501B A23B

Cheapest model for each capability

You needIbm GraniteReflection
Any modelIBM: Granite 4.0 Micro ($0.04)Reflection: Beam 1.0 501B A23B ($1.50)
With tool callingIBM: Granite 4.1 8B ($0.06)Reflection: Beam 1.0 501B A23B ($1.50)
With image inputnone listednone listed
With reasoning modeIBM: Granite 4.2 8B ($0.11)Reflection: Beam 1.0 501B A23B ($1.50)
128K+ contextIBM: Granite 4.0 Micro ($0.04)Reflection: Beam 1.0 501B A23B ($1.50)
1M+ contextnone listedReflection: Beam 1.0 501B A23B ($1.50)

Line-up by type and price tier

Model typeIbm GraniteReflection
text->text31
Price per 1M (3:1 blend)Ibm GraniteReflection
Free00
Under $0.5030
$0.50 – $301
$3 – $1000
$10 and up00

Frequently asked questions

How does Ibm Granite cost compare with Reflection cost?

Ibm Granite is cheaper on a typical model: a median of $0.06 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are IBM: Granite 4.0 Micro at $0.04 and Reflection: Beam 1.0 501B A23B at $1.50.

Is Ibm Granite better than Reflection?

It depends on the job: Ibm Granite offers the broader line-up (3 models vs 1), Ibm Granite 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, Ibm Granite or Reflection?

Ibm Granite: Ibm Granite lists 3 models and Reflection lists 1.

Which provider has the longest context window?

Reflection: Ibm Granite's longest is IBM: Granite 4.1 8B at 131K tokens; Reflection's is Reflection: Beam 1.0 501B A23B at 1.0M.

Do Ibm Granite or Reflection offer free models?

Neither lists a free model; both are pay-per-token.

Which provider has models that can read images?

Ibm Granite: 0 of 3 models accept images. Reflection: 0 of 1.

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