Catalog Changes · 2026-10-13 03:21:30.605698
inclusionAI: Ling 3.1 Flash · 2026-10-13 03:21:30.605698 UTC
Current Model ListingKilo
First recorded baseline; no earlier history is available.
inclusionAI: Ling 3.1 Flash
inclusionai/ling-3.1-flash
Kilo Catalog ChangesLast Observed: 2026-10-13 12:01:06.477736 UTC
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
- Context Tokens: 262144
- Input Price (Native Units): 0
- Output Price (Native Units): 0
- Output Token Limit: 235929
- Find Similar · At Least This Context And The Same Reported Modality
Architecture And Modalities · 2
Architecture · Modality
API Details/architecture/modality text->text |
text->text |
|---|---|
Architecture · Tokenizer
API Details/architecture/tokenizer Other |
Other |
Catalog Identity And Metadata · 12
Context Tokens
API Details/context_length 262144 |
262,144 |
|---|---|
Created
API Details/created 1790950024 |
2026-10-02 14:07:04 UTC |
Description
API Details/description Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total. |
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total. |
Expiration Date
API Details/expiration_date Explicit Null |
Explicit Null |
Id
API Details/id inclusionai/ling-3.1-flash |
inclusionai/ling-3.1-flash |
Is Free
API Details/isFree True |
True |
May Train On Your Prompts
API Details/mayTrainOnYourPrompts True |
True |
Name
API Details/name inclusionAI: Ling 3.1 Flash |
inclusionAI: Ling 3.1 Flash |
Opencode · Variants · Instant · Reasoning · Effort
API Details/opencode/variants/instant/reasoning/effort none |
none |
Opencode · Variants · Instant · Reasoning · Enabled
API Details/opencode/variants/instant/reasoning/enabled False |
False |
Opencode · Variants · Thinking · Reasoning · Effort
API Details/opencode/variants/thinking/reasoning/effort high |
high |
Opencode · Variants · Thinking · Reasoning · Enabled
API Details/opencode/variants/thinking/reasoning/enabled True |
True |
Request Limits · 1
Per Request Limits
API Details/per_request_limits Explicit Null |
Explicit Null |
|---|
Pricing · 3
Output Price · USD/Token
API Details/pricing/completion 0 |
0 |
|---|---|
Pricing · Discount
API Details/pricing/discount 0 |
0 |
Input Price · USD/Token
API Details/pricing/prompt 0 |
0 |
Provider Limits · 3
Top Provider · Context Length
API Details/top_provider/context_length 262144 |
262,144 |
|---|---|
Top Provider · Is Moderated
API Details/top_provider/is_moderated False |
False |
Top Provider · Max Completion Tokens
API Details/top_provider/max_completion_tokens 235929 |
235,929 |
API Structure And Container Types
Architecture
API Details/architecture Object · See Fields |
Object · See Fields |
|---|---|
Architecture · Input Modalities
API Details/architecture/input_modalities Array · See Items |
Array · See Items |
Architecture · Output Modalities
API Details/architecture/output_modalities Array · See Items |
Array · See Items |
Opencode
API Details/opencode Object · See Fields |
Object · See Fields |
Opencode · Variants
API Details/opencode/variants Object · See Fields |
Object · See Fields |
Opencode · Variants · Instant
API Details/opencode/variants/instant Object · See Fields |
Object · See Fields |
Opencode · Variants · Instant · Reasoning
API Details/opencode/variants/instant/reasoning Object · See Fields |
Object · See Fields |
Opencode · Variants · Thinking
API Details/opencode/variants/thinking Object · See Fields |
Object · See Fields |
Opencode · Variants · Thinking · Reasoning
API Details/opencode/variants/thinking/reasoning Object · See Fields |
Object · See Fields |
Pricing
API Details/pricing Object · See Fields |
Object · See Fields |
Supported Parameters
API Details/supported_parameters Array · See Items |
Array · See Items |
Top Provider
API Details/top_provider Object · See Fields |
Object · See Fields |
Architecture · Input Modalities
1 items · source order preserved
- text
API Details
| Item | /architecture/input_modalities/* |
|---|---|
| 1 | text |
Architecture · Output Modalities
1 items · source order preserved
- text
API Details
| Item | /architecture/output_modalities/* |
|---|---|
| 1 | text |
Supported Parameters
15 items · source order preserved
- frequency_penalty
- include_reasoning
- logprobs
- max_tokens
- presence_penalty
- reasoning
- repetition_penalty
- seed
- stop
- temperature
- tool_choice
- tools
- top_k
- top_logprobs
- top_p
API Details
| Item | /supported_parameters/* |
|---|---|
| 1 | frequency_penalty |
| 2 | include_reasoning |
| 3 | logprobs |
| 4 | max_tokens |
| 5 | presence_penalty |
| 6 | reasoning |
| 7 | repetition_penalty |
| 8 | seed |
| 9 | stop |
| 10 | temperature |
| 11 | tool_choice |
| 12 | tools |
| 13 | top_k |
| 14 | top_logprobs |
| 15 | top_p |