Open-weight experimental preview of the Qwen4 architecture: hybrid-attention MoE (125B total, 6B active) with vision encoder for coding, agent tasks, and image and video understanding
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Sparse mixture-of-experts reasoning model with 23B active parameters for coding and agentic workflows
Meituan LongCat-2.0, a reasoning model with tool calling and a 1M-token context window
Open MoE flagship with million-token context for coding and long agent runs
Tencent Hy reasoning model for coding, instruction following, and agent tasks
Fast DeepSeek V4 lane for economical reasoning, coding, and long-context work
Largest Nemotron 3 model for maximum open-weight reasoning and agent accuracy
Agentic coding model from Poolside in the XS size class for local deployment
Fast NVIDIA Nemotron MoE for reliable agentic tasks across enterprise workloads
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Qwen3.8 Flash Nextalibaba/qwen3.8-flash-next | 81.0 | 262.144K | $0.1 | $0.2 | 2026-08-27 | |||
| Beam 1.0 501B A23Breflection/beam-1.0-501b-a23b | 78.3 | 1.04858M | $0.24 | $0.98 | 2026-10-05 | |||
| LongCat-2.0meituan/longcat-2.0 | 77.3 | 1M | $0.3 | $1.2 | 2026-06-30 | |||
| DeepSeek V4 Prodeepseek/deepseek-v4-pro | 76.2 | 1M | $0.66 | $1.98 | 2026-04-24 | |||
| Hy3tencent/hy3 | 75.8 | 256K | $0.066 | $0.26 | 2026-07-06 | |||
| DeepSeek V4 Flashdeepseek/deepseek-v4-flash | 73.3 | 1M | $0.15 | $0.6 | 2026-04-24 | |||
| Nemotron 3 Ultra 550B A55Bnvidia/nemotron-3-ultra-550b-a55b | 67.7 | 1M | $0.1 | $0.1 | 2026-06-04 | |||
| Laguna XS 2.1poolside/laguna-xs-2.1 | 63.1 | 262.144K | $0.06 | $0.12 | 2026-07-02 | |||
| Nemotron 3.5 Lightning 30B A3Bnvidia/nemotron-3.5-lightning | 39.3 | 262.144K | $0.025 | $0.12 | 2026-08-11 |