Munito

Munito AI France SAS states that inference content is processed transiently without storage or training use. NanoGPT uses its EU endpoint with storage and overflow disabled. Munito commits to EU request-content processing and France API/TLS termination; account, billing and support records have separate locations and retention policies.

Data handling can vary by model and deployment. The privacy badge above shows the more conservative of the provider-wide fallback and the policies for routes on this page; each model page shows the policy for that specific route.

Models served by Munito

Model name

Model	Context	Input /M	Output /M	Cache read /M	TTFT	Throughput
DeepSeek V4 Flash 0731 MXFP4 deepseek/deepseek-v4-flash-0731:munito	1.0M	$0.12/M	$0.29/M	$0.02/M	N/A	N/A
DeepSeek V4 Flash 0731 (Thinking) MXFP4 deepseek/deepseek-v4-flash-0731:thinking:munito	1.0M	$0.12/M	$0.29/M	$0.02/M	N/A	N/A
GLM 5.3 Flash NVFP4 z-ai/glm-5.3-flash:munito	1.0M	$0.16/M	$0.53/M	$0.03/M	N/A	N/A
Kolibri 1 NVFP4 aleph-alpha/kolibri-1:munito	1.0M	$0.17/M	$0.59/M	$0.10/M	N/A	N/A
Qwen3.8 27B NVFP4 qwen3.8-27b:munito	262k	$0.21/M	$2.84/M	$0.12/M	N/A	N/A
Qwen3.8 27B Thinking NVFP4 qwen3.8-27b:thinking:munito	262k	$0.21/M	$2.84/M	$0.12/M	N/A	N/A

DeepSeek V4 Flash 0731

MXFP4

deepseek/deepseek-v4-flash-0731:munito

Context

1.0M

Input /M

$0.12/M

Output /M

$0.29/M

Cache read /M

$0.02/M

TTFT

N/A

Throughput

N/A

DeepSeek V4 Flash 0731 (Thinking)

MXFP4

deepseek/deepseek-v4-flash-0731:thinking:munito

Context

1.0M

Input /M

$0.12/M

Output /M

$0.29/M

Cache read /M

$0.02/M

TTFT

N/A

Throughput

N/A

GLM 5.3 Flash

NVFP4

z-ai/glm-5.3-flash:munito

Context

1.0M

Input /M

$0.16/M

Output /M

$0.53/M

Cache read /M

$0.03/M

TTFT

N/A

Throughput

N/A

Kolibri 1

NVFP4

aleph-alpha/kolibri-1:munito

Context

1.0M

Input /M

$0.17/M

Output /M

$0.59/M

Cache read /M

$0.10/M

TTFT

N/A

Throughput

N/A

Qwen3.8 27B

NVFP4

qwen3.8-27b:munito

Context

262k

Input /M

$0.21/M

Output /M

$2.84/M

Cache read /M

$0.12/M

TTFT

N/A

Throughput

N/A

Qwen3.8 27B Thinking

NVFP4

qwen3.8-27b:thinking:munito

Context

262k

Input /M

$0.21/M

Output /M

$2.84/M

Cache read /M

$0.12/M

TTFT

N/A

Throughput

N/A

Prices are per million tokens. TTFT is the observed time to first token. Selectable routes include the applicable provider-selection markup; fixed routes show the standard model price. Availability and pricing refresh continuously; each model page shows the live provider comparison.

Using Munito via the API

Call a model served by Munito using its displayed model ID, including the provider suffix when selection is supported.

curl https://nano-gpt.com/api/v1/chat/completions \
  -H "Authorization: Bearer $NANOGPT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "deepseek/deepseek-v4-flash-0731:munito",
    "messages": [{"role": "user", "content": "Hello"}]
  }'

For models with provider selection, append :munito to the model ID, set "provider": "munito" in the request body, or send an X-Provider: munito header. Explicit provider selection adds a route-specific markup over that provider's base price; the prices in the table above already include it. Models without provider selection use the displayed model ID without a provider suffix or selection surcharge.

See the API documentation for provider preferences, price-aware routing, and error behavior.