Reflection vs Thinkingmachines

Reflection lists 1 models and Thinkingmachines 6. Thinkingmachines is cheaper on a typical model ($1.22 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

ReflectionThinkingmachines
Models listed16
Models with published pricing16
Typical price (median, 3:1 blend per 1M)$1.50$1.22
Cheapest paid modelReflection: Beam 1.0 501B A23B ($1.50)Thinking Machines: Inkling Small ($0.64)
Longest contextReflection: Beam 1.0 501B A23B (1.0M)Thinking Machines: Inkling (free) (1.0M)
Free models02
Newest modelReflection: Beam 1.0 501B A23B (2026-10-16)Thinking Machines: Inkling Small (2026-07-30)
Price changes in the last 90 days08

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)ReflectionThinkingmachines
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$135 with Reflection: Beam 1.0 501B A23B$57.75 with Thinking Machines: Inkling Small
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$150 with Reflection: Beam 1.0 501B A23B$66.00 with Thinking Machines: Inkling Small
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
$156 with Reflection: Beam 1.0 501B A23B$68.40 with Thinking Machines: Inkling Small
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$98.00 with Reflection: Beam 1.0 501B A23B$43.20 with Thinking Machines: Inkling Small
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$53.00 with Reflection: Beam 1.0 501B A23B$23.70 with Thinking Machines: Inkling Small

Cheapest model for each capability

You needReflectionThinkingmachines
Any modelReflection: Beam 1.0 501B A23B ($1.50)Thinking Machines: Inkling Small ($0.64)
With tool callingReflection: Beam 1.0 501B A23B ($1.50)Thinking Machines: Inkling Small ($0.64)
With image inputnone listedThinking Machines: Inkling Small ($0.64)
With reasoning modeReflection: Beam 1.0 501B A23B ($1.50)Thinking Machines: Inkling Small ($0.64)
128K+ contextReflection: Beam 1.0 501B A23B ($1.50)Thinking Machines: Inkling Small ($0.64)
1M+ contextReflection: Beam 1.0 501B A23B ($1.50)none listed

Line-up by type and price tier

Model typeReflectionThinkingmachines
text+image+audio->text06
text->text10
Price per 1M (3:1 blend)ReflectionThinkingmachines
Free02
Under $0.5000
$0.50 – $314
$3 – $1000
$10 and up00

Frequently asked questions

How does Reflection cost compare with Thinkingmachines cost?

Thinkingmachines is cheaper on a typical model: a median of $1.22 per 1M tokens (3:1 input/output) against $1.50 for Reflection. The cheapest paid models are Reflection: Beam 1.0 501B A23B at $1.50 and Thinking Machines: Inkling Small at $0.64.

Is Reflection better than Thinkingmachines?

It depends on the job: Thinkingmachines offers the broader line-up (1 models vs 6), Thinkingmachines the lower typical price. The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Reflection or Thinkingmachines?

Thinkingmachines: Reflection lists 1 models and Thinkingmachines lists 6.

Which provider has the longest context window?

It is a tie: Reflection's longest is Reflection: Beam 1.0 501B A23B at 1.0M tokens; Thinkingmachines's is Thinking Machines: Inkling (free) at 1.0M.

Do Reflection or Thinkingmachines offer free models?

Reflection: none. Thinkingmachines: 2 free models (e.g. Thinking Machines: Inkling (free)).

Which provider has models that can read images?

Reflection: 0 of 1 models accept images. Thinkingmachines: 6 of 6.

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