Elorian lists 1 models and Inclusionai 13. Inclusionai 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.
| Elorian | Inclusionai | |
|---|---|---|
| Models listed | 1 | 13 |
| Models with published pricing | 1 | 13 |
| Typical price (median, 3:1 blend per 1M) | $1.20 | $0.08 |
| Cheapest paid model | Elorian: Glimpse ($1.20) | inclusionAI: Ling-2.6-flash ($0.01) |
| Longest context | Elorian: Glimpse (262K) | inclusionAI: Ling 3.0 Flash (262K) |
| Free models | 0 | 5 |
| Newest model | Elorian: Glimpse (2026-10-17) | inclusionAI: Ling 3.1 Flash (2026-10-02) |
| Price changes in the last 90 days | 0 | 5 |
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) | Elorian | Inclusionai |
|---|---|---|
| Customer-support chatbot 50,000 conversations — each a 6-turn conversation | $105 with Elorian: Glimpse | $1.35 with inclusionAI: Ling-2.6-flash |
| RAG search over documents 20,000 questions — each a question answered from ~8 retrieved passages | $102 with Elorian: Glimpse | $1.50 with inclusionAI: Ling-2.6-flash |
| Coding / tool-using agent 2,000 tasks — each a multi-step task with tool calls and file context | $108 with Elorian: Glimpse | $1.56 with inclusionAI: Ling-2.6-flash |
| Batch summarisation 10,000 documents — each a 6,000-word report summarised to a page | $66.00 with Elorian: Glimpse | $0.98 with inclusionAI: Ling-2.6-flash |
| Long-document analysis 500 documents — each a 150-page contract or codebase read in one pass | $33.00 with Elorian: Glimpse | $0.53 with inclusionAI: Ling-2.6-flash |
| You need | Elorian | Inclusionai |
|---|---|---|
| Any model | Elorian: Glimpse ($1.20) | inclusionAI: Ling-2.6-flash ($0.01) |
| With tool calling | Elorian: Glimpse ($1.20) | inclusionAI: Ling-2.6-flash ($0.01) |
| With image input | Elorian: Glimpse ($1.20) | inclusionAI: Ling 3.0 Flash VL ($0.09) |
| With reasoning mode | Elorian: Glimpse ($1.20) | inclusionAI: Ling 3.0 Flash ($0.03) |
| 128K+ context | Elorian: Glimpse ($1.20) | inclusionAI: Ling-2.6-flash ($0.01) |
| 1M+ context | none listed | none listed |
| Model type | Elorian | Inclusionai |
|---|---|---|
| text+image+video->text | 1 | 2 |
| text->text | 0 | 11 |
| Price per 1M (3:1 blend) | Elorian | Inclusionai |
|---|---|---|
| Free | 0 | 5 |
| Under $0.50 | 0 | 8 |
| $0.50 – $3 | 1 | 0 |
| $3 – $10 | 0 | 0 |
| $10 and up | 0 | 0 |
Inclusionai is cheaper on a typical model: a median of $0.08 per 1M tokens (3:1 input/output) against $1.20 for Elorian. The cheapest paid models are Elorian: Glimpse at $1.20 and inclusionAI: Ling-2.6-flash at $0.01.
It depends on the job: Inclusionai offers the broader line-up (1 models vs 13), Inclusionai the lower typical price. The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.
Inclusionai: Elorian lists 1 models and Inclusionai lists 13.
It is a tie: Elorian's longest is Elorian: Glimpse at 262K tokens; Inclusionai's is inclusionAI: Ling 3.0 Flash at 262K.
Elorian: none. Inclusionai: 5 free models (e.g. inclusionAI: Ling 3.0 Flash Fin (free)).
Elorian: 1 of 1 models accept images. Inclusionai: 2 of 13.