Возможность · 2026-08-13

ИИ-модели с поддержкой структурированного вывода

Модели с JSON mode или выводом по схеме для надёжных пайплайнов экстракции и классификации.

Что это?

Структурированный вывод (JSON mode или response_format=json_schema) заставляет модель генерировать JSON-документ, соответствующий вашей схеме.
В отличие от промпта «ответь в JSON», это применяется на этапе декодирования — модель физически не может выдать невалидный JSON.

Зачем это важно

Устраняет ошибки парсинга и префиксы вроде «Конечно, вот JSON…».
Необходим для пайплайнов, передающих вывод LLM в типизированные системы: экстракция, классификация, структурированные саммари.

506 моделей с этой возможностью

Модель	Издатель	Вход / 1M	Выход / 1M	Контекст	Провайдеры
Voxtral Small 24B 2507	Mistral	$0.002	$0.002	32K	4
Llama 3.2 3B Instruct	Meta	$0.020	$0.020	131K	10
Ling-2.6-flash	openrouter	$0.010	$0.030	262K	1
Llama 3.1 8B Instruct	Meta	$0.020	$0.030	131K	18
Mistral Nemo Instruct 2407	Mistral	$0.020	$0.030	131K	7
Llama 3 8B Lunaris	Meta	$0.040	$0.050	8K	2
Sao10k L3 8B Lunaris	novita-ai	$0.050	$0.050	8K	1
MythoMax 13B	openrouter	$0.060	$0.060	8K	1
MythoMax 13B	kilo	$0.060	$0.060	4K	1
Gemma 4 E4B IT	Google	$0.020	$0.100	131K	3
Nex N2 Mini	nano-gpt	$0.025	$0.100	262K	1
Nex-N2-Mini	openrouter	$0.025	$0.100	262K	1
Nex AGI: Nex-N2-Mini	kilo	$0.025	$0.100	262K	1
Qwen3.7 Flash	Alibaba (Qwen)	$0.030	$0.118	1M	9
Google Gemma 3 12B	Google	$0.050	$0.100	131K	8
Granite 4.1 8B	nano-gpt	$0.050	$0.100	131K	1
Granite 4.1 8B	openrouter	$0.050	$0.100	131K	1
IBM: Granite 4.1 8B	kilo	$0.050	$0.100	131K	1
Mellum2 12B A2.5B	wandb	$0.050	$0.100	131K	1
Granite 4.1 8B	wandb	$0.050	$0.100	131K	1
gpt-oss-20b	OpenAI	$0.030	$0.130	128K	28
GPT OSS 120B	llmgateway	$0.032	$0.140	131K	1
Gemma 3n 4B	Google	$0.060	$0.120	33K	4
Qwen3.5 9B	Alibaba (Qwen)	$0.040	$0.150	262K	22
GPT OSS 20B	llmgateway	$0.040	$0.150	131K	1
nova-micro-v1	cortecs	$0.040	$0.159	128K	1
gpt-oss-120b	OpenAI	$0.030	$0.170	128K	43
Ministral 3 3B 2512	Mistral	$0.100	$0.100	131K	3
Reka Edge	openrouter	$0.100	$0.100	16K	1
Ministral 3B	llmgateway	$0.100	$0.100	131K	1
Reka Edge	kilo	$0.100	$0.100	16K	1
GPT OSS 20B	cortecs	$0.045	$0.167	131K	1
Mistral-7B-Instruct-v0.3	Mistral	$0.110	$0.110	66K	5
ministral-3b-2512	cortecs	$0.111	$0.111	256K	1
Google Gemma 3 27B Instruct	Google	$0.080	$0.160	203K	11
Nemotron 3.5 Lightning 30B A3B	NVIDIA	$0.050	$0.200	1M	3
GPT OSS 20B	databricks	$0.050	$0.200	131K	1
GPT OSS 20B	neon	$0.050	$0.200	131K	1
DeepSeek V4 Flash 0731	DeepSeek	$0.080	$0.180	1.05M	27
GPT OSS Safeguard 20B	OpenAI	$0.070	$0.200	128K	6
GPT OSS 20B	frogbot	$0.070	$0.200	131K	1
nvidia-nemotron-3-nano-omni	NVIDIA	$0.059	$0.237	300K	4
Ministral 3 8B 2512	Mistral	$0.150	$0.150	262K	3
Ministral 8B	llmgateway	$0.150	$0.150	262K	1
Muse Spark 1.2 Contributor	Meta	$0.100	$0.200	1.05M	3
LFM2.5 2.6B	nano-gpt	$0.100	$0.200	128K	1
Reka Flash 3	openrouter	$0.100	$0.200	66K	1
Reka Flash 3	kilo	$0.100	$0.200	66K	1
Qwen3.5 Flash	Alibaba (Qwen)	$0.029	$0.287	1M	7
Tencent Hy3	nano-gpt	$0.066	$0.260	262K	1
Granite-4.0-H-Small	watsonx	$0.064	$0.265	131K	1
DeepSeek V4 Flash Latest	DeepSeek	$0.080	$0.252	1.05M	3
ministral-8b-2512	cortecs	$0.167	$0.167	256K	1
Mistral Small 3.2 24B	Mistral	$0.094	$0.250	256K	3
nova-lite-v1	cortecs	$0.069	$0.275	300K	1
Nemotron 3.5 Lightning 30B A3B	NVIDIA	$0.100	$0.250	262K	4
GPT OSS 120B	databricks	$0.072	$0.280	131K	1
GPT OSS 120B	neon	$0.072	$0.280	131K	1
GPT OSS 20B	impossibl	$0.070	$0.300	131K	2
Seed 1.6 Flash (250715)	llmgateway	$0.070	$0.300	256K	1

Показаны первые 60 из 506. Перейдите к полному каталогу для дополнительной фильтрации.

Frequently asked questions

How many AI models support структурированный вывод?

506 canonical models in our database currently support структурированный вывод. The list is regenerated on every data refresh, so it always reflects the latest releases tracked in our catalogue.

What is the cheapest model with структурированный вывод?

Voxtral Small 24B 2507 from Mistral is currently the lowest-priced option, at $0.002 per 1M input tokens and $0.002 per 1M output tokens. The full table above is sorted price-ascending.

Which model with структурированный вывод has the largest context window?

Pokee-Isaac 28B (nano-gpt) leads on context at 10M tokens. This may matter if you also need long-document understanding alongside структурированный вывод.

Which models are available on the most providers?

Production-readiness usually correlates with how many independent providers host the same weights. The top three by provider count are: GLM-5.2 (74), Kimi K2.6 (62), DeepSeek V4 Pro (55).

How is структурированный вывод different from a regular LLM?

Structured output (a.k.a. JSON mode / response_format=json_schema) constrains the model at decode time so it cannot emit invalid JSON. This is stricter than just prompting 'reply in JSON' and removes a whole class of parsing errors.

How often is this list updated?

Daily. Our data pipeline syncs once a day, regenerates the canonical model list, and rebuilds these pages so newly released models appear within 24 hours.

Top models with this capability

Voxtral Small 24B 2507$0.00 in / $0.00 out
Llama 3.2 3B Instruct$0.02 in / $0.02 out
Ling-2.6-flash$0.01 in / $0.03 out
Llama 3.1 8B Instruct$0.02 in / $0.03 out
Mistral Nemo Instruct 2407$0.02 in / $0.03 out

Other capabilities

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Pricing comparisons

Vendors in this list

Последнее обновление: 2026-08-13

Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.

Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.