DeepSeek-V4-Flash is a highly efficient Mixture-of-Experts (MoE) language model featuring 158B total parameters with only 13B activated during inference. It utilizes a Hybrid Attention Architecture (combining Compressed Sparse Attention and Heavily Compressed Attention) to natively and efficiently support a 1-million-token context window. The model offers switchable reasoning modes (Non-think, Think High, and Think Max) and excels at high-speed generation for reasoning, coding, tool-calling, and agentic tasks.

GPT-OSS-120B is OpenAI's open-source 120-billion-parameter transformer model featuring architectural innovations from GPT-4. Optimized for large-scale deployment with custom FP8 quantization, it delivers state-of-the-art reasoning capabilities while maintaining 3× better throughput than comparable models. Includes constitutional AI safeguards and deterministic output options.

GPT-OSS-20B is OpenAI's efficiency-optimized 20-billion-parameter transformer featuring architectural innovations from GPT-4. Designed for accessible deployment, it delivers 85% of GPT-OSS-120B's capability at 6× lower resource requirements. Includes sparse attention mechanisms, constitutional AI safeguards, and deterministic output options.

Qwen3.8-27B is a compact, deployment-friendly dense multimodal model from Alibaba's Qwen3.8 family. Natively supporting text, image, and video inputs, it handles tasks ranging from STEM diagrams and document understanding to long-form video analysis. It features flexible thinking control with adjustable reasoning effort and is designed for autonomous planning, coding, professional work, multimodal reasoning, and long-horizon agentic workflows.

GLM-5.2 is Z.ai's latest flagship open-weights MoE model engineered specifically to dominate long-horizon autonomous coding and engineering tasks. It features a solid 1-million-token context window, multiple thinking effort levels, and an improved IndexShare architecture that significantly boosts reasoning and agentic performance.

Model	Category	Input	Output	Context	Pricing
DeepSeek: DeepSeek V4 Flash 0fa38dcc8d014138b2f7049951532a9e	text	text	text	1M	$0.140 in / $0.280 out
OpenAI: GPT Oss 120B edf00af1ab9143e4977c7c1e3cd15e89	text	text	text	128K	$0.037 in / $0.490 out
OpenAI: GPT Oss 20B 4036829a707a4312a94e29f45edc5f21	text	text	text	64K	$0.030 in / $0.130 out
Qwen: Qwen3.8 27B fc6895d6bf91420f965c811cf7a9abe8	text	text, image, video	text	256K	$0.450 in / $3.200 out
Z.ai: Glm 5.2 d7b7ad781cc64967a06e1047e65414b0	text	text	text	1M	$1.400 in / $4.400 out

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