inclusionAI: Ling 3.0 Flash Sante (free)

inclusionai · Released Sep 4, 2026
DFO score #550 / 697
10.0 leaderboard score
Speed
– Not reported
Input Price
– Not priced
Output Price
– Not priced
Context #172 / 697
262,144 tokens

Analysis Summary

InclusionAI's Ling 3.0 Flash Sante is listed as a text model with tool use, function calling, and a 262K-token context window. The record labels it free, but supplies no performance benchmark results for this particular variant. That makes it difficult to judge reasoning quality, instruction-following reliability, or suitability for demanding production tasks.

The zero listed price and integration features make it a possible candidate for low-risk experiments or internal workflows with human review. The long context may help with larger text inputs, but it does not establish that the model can use them accurately. Before any client deployment, test the exact tasks, error patterns, and tool behavior that matter to the workflow. Keep it away from unsupervised or high-stakes use until those tests show dependable results.

Assessed September 23, 2026

Editorial notes

Ling 3.0 Flash Sante is listed as free with tool and function calling and a 262K-token context; no benchmark results are supplied for this variant.

The DFO score ranks models on the Artificial Analysis Intelligence Index and is refreshed as new models launch. The write-up and verdict are our own. Feedback?

DFO Verdict

Ling 3.0 Flash Sante is listed as free with tool and function calling and a 262K-token context; no benchmark results are supplied for this variant.

#550 of 697 overall Down 1 this week

How inclusionAI: Ling 3.0 Flash Sante (free) compares

Its 262K-token context window is larger than 75% of the models we list. inclusionAI: Ling 3.0 Flash Sante (free) is currently free to use via OpenRouter.

Position in the field
DFO score: ahead of 22% of models #542
Context: larger than 75% of models #172
worst in fieldmedianbest in field
Price vs frontier peers · $ per 1M tokens
inclusionAI: Ling 3.0 Flash Sante (free) $0.00 in $0.00 out
Anthropic: Claude Opus 5.5 $4.00 in $20.00 out
Anthropic: Claude Sonnet 5.5 $2.00 in $10.00 out
Anthropic: Claude Fable 5.1 $10.00 in $50.00 out

Dark bar = input · light bar = output, scaled to the priciest peer.

Context window vs peers · tokens
inclusionAI: Ling 3.0 Flash Sante (free) 262K

1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.

About inclusionAI: Ling 3.0 Flash Sante (free)

Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for..

Frequently asked questions about inclusionAI: Ling 3.0 Flash Sante (free)

How much does inclusionAI: Ling 3.0 Flash Sante (free) cost?

inclusionAI: Ling 3.0 Flash Sante (free) is currently available for free via OpenRouter.

What is the context window of inclusionAI: Ling 3.0 Flash Sante (free)?

inclusionAI: Ling 3.0 Flash Sante (free) has a context window of 262,144 tokens (262K).

What can inclusionAI: Ling 3.0 Flash Sante (free) do?

inclusionAI: Ling 3.0 Flash Sante (free) supports tool use and function calling.

Who created inclusionAI: Ling 3.0 Flash Sante (free)?

inclusionAI: Ling 3.0 Flash Sante (free) is developed by inclusionAI and was released on September 4, 2026.

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