Inference.net lists 2 models and Kwaipilot 4. 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.
| Inference.net | Kwaipilot | |
|---|---|---|
| Models listed | 2 | 4 |
| Models with published pricing | 2 | 4 |
| Typical price (median, 3:1 blend per 1M) | $0.08 | $0.44 |
| Cheapest paid model | Inference.net: Schematron V2 Turbo ($0.06) | Kwaipilot: KAT-Coder-Air V2.5 ($0.26) |
| Longest context | Inference.net: Schematron V2 Small (128K) | Kwaipilot: KAT-Coder-Pro V2 (262K) |
| Free models | 0 | 0 |
| Newest model | Inference.net: Schematron V2 Small (2026-09-12) | Kwaipilot: KAT-Coder-Air V2.5 (2026-07-10) |
| Price changes in the last 90 days | 0 | 0 |
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.net | Kwaipilot |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $5.25 with Inference.net: Schematron V2 Turbo | $23.25 with Kwaipilot: KAT-Coder-Air V2.5 |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $5.10 with Inference.net: Schematron V2 Turbo | $24.00 with Kwaipilot: KAT-Coder-Air V2.5 |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context | no suitable model | $25.20 with Kwaipilot: KAT-Coder-Air V2.5 |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $3.30 with Inference.net: Schematron V2 Turbo | $15.60 with Kwaipilot: KAT-Coder-Air V2.5 |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | $1.65 with Inference.net: Schematron V2 Turbo | $8.10 with Kwaipilot: KAT-Coder-Air V2.5 |
| You need | Inference.net | Kwaipilot |
|---|---|---|
| Any model | Inference.net: Schematron V2 Turbo ($0.06) | Kwaipilot: KAT-Coder-Air V2.5 ($0.26) |
| With tool calling | none listed | Kwaipilot: KAT-Coder-Air V2.5 ($0.26) |
| With image input | none listed | none listed |
| With reasoning mode | none listed | none listed |
| 128K+ context | Inference.net: Schematron V2 Turbo ($0.06) | Kwaipilot: KAT-Coder-Air V2.5 ($0.26) |
| 1M+ context | none listed | none listed |
| Model type | Inference.net | Kwaipilot |
|---|---|---|
| text->text | 2 | 4 |
| Price per 1M (3:1 blend) | Inference.net | Kwaipilot |
|---|---|---|
| Free | 0 | 0 |
| Under $0.50 | 2 | 2 |
| $0.50 – $3 | 0 | 2 |
| $3 – $10 | 0 | 0 |
| $10 and up | 0 | 0 |
Inference.net is cheaper on a typical model: a median of $0.08 per 1M tokens (3:1 input/output) against $0.44 for Kwaipilot. The cheapest paid models are Inference.net: Schematron V2 Turbo at $0.06 and Kwaipilot: KAT-Coder-Air V2.5 at $0.26.
It depends on the job: Kwaipilot offers the broader line-up (2 models vs 4), Inference.net the lower typical price, Kwaipilot the longest context (262K tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Kwaipilot: Inference.net lists 2 models and Kwaipilot lists 4.
Kwaipilot: Inference.net's longest is Inference.net: Schematron V2 Small at 128K tokens; Kwaipilot's is Kwaipilot: KAT-Coder-Pro V2 at 262K.
Neither lists a free model; both are pay-per-token.
Inference.net: 0 of 2 models accept images. Kwaipilot: 0 of 4.