Catalog Changes · 2026-10-14 00:06:06.130847

inclusionAI: Ling 3.0 Flash VL · 2026-10-14 00:06:06.130847 UTC

Kilo

24 Changed Fields

Field / Array Position	Previous Value	Observed Value
Context Tokens	262144	131072
Output Price · USD/Token	0.000000220000	0.00000018
Pricing · Input Cache Read	0.000000015000	0.000000012
Input Price · USD/Token	0.000000075000	0.00000006
Supported Parameters[10]	seed	stop
Supported Parameters[11]	stop	structured_outputs
Supported Parameters[12]	structured_outputs	temperature
Supported Parameters[13]	temperature	tool_choice
Supported Parameters[14]	tool_choice	tools
Supported Parameters[15]	tools	top_k
Supported Parameters[16]	top_k	top_p
Supported Parameters[17]	top_logprobs	Not Reported
Supported Parameters[17] · @item Type	1	Not Reported
Supported Parameters[18]	top_p	Not Reported
Supported Parameters[18] · @item Type	1	Not Reported
Supported Parameters[3]	logprobs	max_tokens
Supported Parameters[4]	max_tokens	min_p
Supported Parameters[5]	min_p	presence_penalty
Supported Parameters[6]	presence_penalty	reasoning
Supported Parameters[7]	reasoning	repetition_penalty
Supported Parameters[8]	repetition_penalty	response_format
Supported Parameters[9]	response_format	seed
Top Provider · Context Length	262144	131072
Pricing · Discount	Not Reported	0

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inclusionAI: Ling 3.0 Flash VL

inclusionai/ling-3.0-flash-vl

Kilo Catalog Changes

Last Observed: 2026-10-15 06:04:21.800904 UTC

Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...

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Architecture And Modalities · 2

Architecture · Modality API Details /architecture/modality text+image+video->text	text+image+video->text
Architecture · Tokenizer API Details /architecture/tokenizer Other	Other

Catalog Identity And Metadata · 12

Context Tokens API Details /context_length 131072	131,072
Created API Details /created 1789056114	2026-09-10 16:01:54 UTC
Description API Details /description Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...	Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Expiration Date API Details /expiration_date Explicit Null	Explicit Null
Id API Details /id inclusionai/ling-3.0-flash-vl	inclusionai/ling-3.0-flash-vl
Is Free API Details /isFree False	False
May Train On Your Prompts API Details /mayTrainOnYourPrompts False	False
Name API Details /name inclusionAI: Ling 3.0 Flash VL	inclusionAI: Ling 3.0 Flash VL
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 · 4

Output Price · USD/Token API Details /pricing/completion 0.00000018	0.00000018
Pricing · Discount API Details /pricing/discount 0	0
Pricing · Input Cache Read API Details /pricing/input_cache_read 0.000000012	0.000000012
Input Price · USD/Token API Details /pricing/prompt 0.00000006	0.00000006

Provider Limits · 3

Top Provider · Context Length API Details /top_provider/context_length 131072	131,072
Top Provider · Is Moderated API Details /top_provider/is_moderated False	False
Top Provider · Max Completion Tokens API Details /top_provider/max_completion_tokens 32768	32,768

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

3 items · source order preserved

text
image
video

API Details

Item	/architecture/input_modalities/*
1	text
2	image
3	video

Architecture · Output Modalities

1 items · source order preserved

text

API Details

Item	/architecture/output_modalities/*
1	text

Supported Parameters

17 items · source order preserved

frequency_penalty
include_reasoning
logit_bias
max_tokens
min_p
presence_penalty
reasoning
repetition_penalty
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_k
top_p

API Details

Item	/supported_parameters/*
1	frequency_penalty
2	include_reasoning
3	logit_bias
4	max_tokens
5	min_p
6	presence_penalty
7	reasoning
8	repetition_penalty
9	response_format
10	seed
11	stop
12	structured_outputs
13	temperature
14	tool_choice
15	tools
16	top_k
17	top_p