Is Inclusionai better than Xingchen Agi?
It depends on the job: Inclusionai offers the broader line-up (13 models vs 1). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Inclusionai vs Xingchen Agi
Inclusionai lists 13 models and Xingchen Agi 1. Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.
At a glance
| Inclusionai | Xingchen Agi | |
|---|---|---|
| Models listed | 13 | 1 |
| Models with published pricing | 13 | 1 |
| Typical price (median, 3:1 blend per 1M) | $0.08 | n/a |
| Cheapest paid model | inclusionAI: Ling-2.6-flash ($0.01) | n/a |
| Longest context | inclusionAI: Ling 3.0 Flash (262K) | XingChen: Xing4.0 29B A4B (free) (262K) |
| Free models | 5 | 1 |
| Newest model | inclusionAI: Ling 3.1 Flash (2026-10-02) | XingChen: Xing4.0 29B A4B (free) (2026-10-16) |
| Price changes in the last 90 days | 5 | 0 |
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) | Inclusionai | Xingchen Agi |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $1.35 with inclusionAI: Ling-2.6-flash | no suitable model |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $1.50 with inclusionAI: Ling-2.6-flash | no suitable model |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context | $1.56 with inclusionAI: Ling-2.6-flash | no suitable model |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $0.98 with inclusionAI: Ling-2.6-flash | no suitable model |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | $0.53 with inclusionAI: Ling-2.6-flash | no suitable model |
Cheapest model for each capability
| You need | Inclusionai | Xingchen Agi |
|---|---|---|
| Any model | inclusionAI: Ling-2.6-flash ($0.01) | none listed |
| With tool calling | inclusionAI: Ling-2.6-flash ($0.01) | none listed |
| With image input | inclusionAI: Ling 3.0 Flash VL ($0.09) | none listed |
| With reasoning mode | inclusionAI: Ling 3.0 Flash ($0.03) | none listed |
| 128K+ context | inclusionAI: Ling-2.6-flash ($0.01) | none listed |
| 1M+ context | none listed | none listed |
Line-up by type and price tier
| Model type | Inclusionai | Xingchen Agi |
|---|---|---|
| text+image+video->text | 2 | 0 |
| text->text | 11 | 1 |
| Price per 1M (3:1 blend) | Inclusionai | Xingchen Agi |
|---|---|---|
| Free | 5 | 1 |
| Under $0.50 | 8 | 0 |
| $0.50 – $3 | 0 | 0 |
| $3 – $10 | 0 | 0 |
| $10 and up | 0 | 0 |
Frequently asked questions
Which has more models, Inclusionai or Xingchen Agi?
Inclusionai: Inclusionai lists 13 models and Xingchen Agi lists 1.
Which provider has the longest context window?
It is a tie: Inclusionai's longest is inclusionAI: Ling 3.0 Flash at 262K tokens; Xingchen Agi's is XingChen: Xing4.0 29B A4B (free) at 262K.
Do Inclusionai or Xingchen Agi offer free models?
Inclusionai: 5 free models (e.g. inclusionAI: Ling 3.0 Flash Fin (free)). Xingchen Agi: 1 free model (e.g. XingChen: Xing4.0 29B A4B (free)).
Which provider has models that can read images?
Inclusionai: 2 of 13 models accept images. Xingchen Agi: 0 of 1.