KwaiPilot KAT 32B Dev is KwaiPilot's language model with a 131K context window, starting at $0.9 / 1M input and $0.9 / 1M output. An open-source 32B-parameter coding LLM based on the Qwen3 architecture, optimized for software engineering tasks through multi-stage training including SFT and reinforcement learning.
Specifications
Canonical IDkwaipilot-kat-32b-dev
TypeLanguage
StatusActive
CreatorKwaiPilotKwaiPilot
Providers
Context Window131K tokens
Input ModalitiesText
Output ModalitiesText
Parameters32B

Capabilities

Input1/5
Text
Image·
Audio·
Video·
PDF·
Output1/5
Text
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Fireworks AI logo
Fireworks AI
fireworks_ai/accounts/fireworks/models/kat-dev-32b
$0.9$0.9

Cost Calculator

US Dollar ($)
Preset:

Cheapest Instances to Run It

Cloud GPU instances that can host KwaiPilot KAT 32B Dev, ranked by cheapest on-demand price. The model needs about 77 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
Standard_NP20sAzure2× AMD Alveo U250 FPGA (64GB)128 GB$3.30/hrwestus2
g7e.2xlargeAWSRTX PRO Server 600096 GB$3.36/hrus-east-1
Standard_NC24ads_A100_v4AzureNVIDIA A10080 GB$3.67/hrwestus2
7 more instances can run KwaiPilot KAT 32B Dev
Unlock the full ranked list and FP8 / INT4 quantization with a CloudPrice subscription.

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Voyage 4 NanoAvailable
Qwen3 Embedding 0.6B33K$0.010Available
Qwen3 Embedding 4B41K$0.020Available
Qwen3 Embedding 8B41K$0.020Available
Qwen3 14B132K$0.060$0.200Available
Qwen3 32B131K$0.050$0.100Deprecated
Qwen3 8B131K$0.035$0.138Available
KwaiPilot KAT 32B Dev131K$0.900$0.900Current
Qwen3 4B Instruct262K$0.010$0.030Available
Qwen3 0.6B41K$0.100$0.100Available
Qwen3 1.7B131K$0.100$0.100Available

Model IDs

accounts/fireworks/models/kat-dev-32b
fireworks_ai/accounts/fireworks/models/kat-dev-32b
kwaipilot-kat-32b-dev