Inference.net vs Meituan

Inference.net lists 2 models and Meituan 2. Inference.net is cheaper on a typical model ($0.08 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

Inference.netMeituan
Models listed22
Models with published pricing22
Typical price (median, 3:1 blend per 1M)$0.08$0.44
Cheapest paid modelInference.net: Schematron V2 Turbo ($0.06)Meituan: LongCat Flash Chat ($0.35)
Longest contextInference.net: Schematron V2 Small (128K)Meituan: LongCat 2.0 (1.0M)
Free models00
Newest modelInference.net: Schematron V2 Small (2026-09-12)Meituan: LongCat 2.0 (2026-07-20)
Price changes in the last 90 days00
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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)Inference.netMeituan
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$5.25 with Inference.net: Schematron V2 Turbo$31.00 with Meituan: LongCat Flash Chat
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$5.10 with Inference.net: Schematron V2 Turbo$32.00 with Meituan: LongCat Flash Chat
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
no suitable model$33.60 with Meituan: LongCat Flash Chat
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$3.30 with Inference.net: Schematron V2 Turbo$20.80 with Meituan: LongCat Flash Chat
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$1.65 with Inference.net: Schematron V2 Turbo$10.80 with Meituan: LongCat Flash Chat

Cheapest model for each capability

You needInference.netMeituan
Any modelInference.net: Schematron V2 Turbo ($0.06)Meituan: LongCat Flash Chat ($0.35)
With tool callingnone listedMeituan: LongCat Flash Chat ($0.35)
With image inputnone listednone listed
With reasoning modenone listedMeituan: LongCat 2.0 ($0.52)
128K+ contextInference.net: Schematron V2 Turbo ($0.06)Meituan: LongCat Flash Chat ($0.35)
1M+ contextnone listedMeituan: LongCat 2.0 ($0.52)

Line-up by type and price tier

Model typeInference.netMeituan
text->text22
Price per 1M (3:1 blend)Inference.netMeituan
Free00
Under $0.5021
$0.50 – $301
$3 – $1000
$10 and up00

Frequently asked questions

How does Inference.net cost compare with Meituan cost?

Inference.net is cheaper on a typical model: a median of $0.08 per 1M tokens (3:1 input/output) against $0.44 for Meituan. The cheapest paid models are Inference.net: Schematron V2 Turbo at $0.06 and Meituan: LongCat Flash Chat at $0.35.

Is Inference.net better than Meituan?

It depends on the job: both list 2 models, Inference.net the lower typical price, Meituan 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, Inference.net or Meituan?

Neither — both list 2 models.

Which provider has the longest context window?

Meituan: Inference.net's longest is Inference.net: Schematron V2 Small at 128K tokens; Meituan's is Meituan: LongCat 2.0 at 1.0M.

Do Inference.net or Meituan offer free models?

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

Which provider has models that can read images?

Inference.net: 0 of 2 models accept images. Meituan: 0 of 2.

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