Inceptron

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 Inceptron

Model name

10 models

Model	Context	Input /M	Output /M	Cache read /M	TTFT	Throughput
DeepSeek V4 Flash 0731 FP4 deepseek/deepseek-v4-flash-0731:inceptron	1.0M	$0.14/M	$0.63/M	$0.03/M	1.2s	31 tps
DeepSeek V4 Flash 0731 (Thinking) FP4 deepseek/deepseek-v4-flash-0731:thinking:inceptron	1.0M	$0.14/M	$0.63/M	$0.03/M	1.2s	31 tps
GLM 5.2 FP4 z-ai/glm-5.2:inceptron	1.0M	$0.72/M	$3.31/M	$0.15/M	0.3s	131 tps
GLM 5.2 (Thinking) FP4 z-ai/glm-5.2:thinking:inceptron	1.0M	$0.72/M	$3.31/M	$0.15/M	0.3s	131 tps
GLM 5.3 FP4 z-ai/glm-5.3:inceptron	1.0M	$0.58/M	$2.31/M	$0.19/M	1.3s	51 tps
GLM 5.3 (Thinking) FP4 z-ai/glm-5.3:thinking:inceptron	1.0M	$0.58/M	$2.31/M	$0.19/M	1.3s	51 tps
GLM 5.3 Flash FP8 z-ai/glm-5.3-flash:inceptron	1.0M	$0.11/M	$0.58/M	$0.10/M	0.8s	79 tps
Kimi K2.6 INT4 moonshotai/kimi-k2.6:inceptron	262k	$0.45/M	$2.57/M	$0.14/M	0.7s	63 tps
Kimi K2.6 Thinking INT4 moonshotai/kimi-k2.6:thinking:inceptron	262k	$0.45/M	$2.57/M	$0.14/M	0.7s	63 tps
Kimi K2.7 Code INT4 moonshotai/kimi-k2.7-code:inceptron	262k	$0.70/M	$3.52/M	$0.19/M	0.8s	66 tps

DeepSeek V4 Flash 0731

FP4

deepseek/deepseek-v4-flash-0731:inceptron

Context

1.0M

Input /M

$0.14/M

Output /M

$0.63/M

Cache read /M

$0.03/M

TTFT

1.2s

Throughput

31 tps

DeepSeek V4 Flash 0731 (Thinking)

FP4

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

Context

1.0M

Input /M

$0.14/M

Output /M

$0.63/M

Cache read /M

$0.03/M

TTFT

1.2s

Throughput

31 tps

GLM 5.2

FP4

z-ai/glm-5.2:inceptron

Context

1.0M

Input /M

$0.72/M

Output /M

$3.31/M

Cache read /M

$0.15/M

TTFT

0.3s

Throughput

131 tps

GLM 5.2 (Thinking)

FP4

z-ai/glm-5.2:thinking:inceptron

Context

1.0M

Input /M

$0.72/M

Output /M

$3.31/M

Cache read /M

$0.15/M

TTFT

0.3s

Throughput

131 tps

GLM 5.3

FP4

z-ai/glm-5.3:inceptron

Context

1.0M

Input /M

$0.58/M

Output /M

$2.31/M

Cache read /M

$0.19/M

TTFT

1.3s

Throughput

51 tps

GLM 5.3 (Thinking)

FP4

z-ai/glm-5.3:thinking:inceptron

Context

1.0M

Input /M

$0.58/M

Output /M

$2.31/M

Cache read /M

$0.19/M

TTFT

1.3s

Throughput

51 tps

GLM 5.3 Flash

FP8

z-ai/glm-5.3-flash:inceptron

Context

1.0M

Input /M

$0.11/M

Output /M

$0.58/M

Cache read /M

$0.10/M

TTFT

0.8s

Throughput

79 tps

Kimi K2.6

INT4

moonshotai/kimi-k2.6:inceptron

Context

262k

Input /M

$0.45/M

Output /M

$2.57/M

Cache read /M

$0.14/M

TTFT

0.7s

Throughput

63 tps

Kimi K2.6 Thinking

INT4

moonshotai/kimi-k2.6:thinking:inceptron

Context

262k

Input /M

$0.45/M

Output /M

$2.57/M

Cache read /M

$0.14/M

TTFT

0.7s

Throughput

63 tps

Kimi K2.7 Code

INT4

moonshotai/kimi-k2.7-code:inceptron

Context

262k

Input /M

$0.70/M

Output /M

$3.52/M

Cache read /M

$0.19/M

TTFT

0.8s

Throughput

66 tps

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 Inceptron via the API

Call a model served by Inceptron 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:inceptron",
    "messages": [{"role": "user", "content": "Hello"}]
  }'

For models with provider selection, append :inceptron to the model ID, set "provider": "inceptron" in the request body, or send an X-Provider: inceptron 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.