Best Open Reasoning & Math Models
A linked shortlist of open reasoning & math models ranked by license clarity, popularity, and neutral trust metadata. Canonical URL: https://huggingbay.xyz/answers/best-open-reasoning-math-models.
Best Open Reasoning & Math Models is a citation-ready Hugging Bay answer pack backed by live catalog rows. Representative rows: MaziyarPanahi/Ministral-3-3B-Reasoning-2512-GGUF, mradermacher/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-i1-GGUF, mradermacher/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled-i1-GGUF, lmstudio-community/NVIDIA-Nemotron-3-Nano-30B-A3B-MLX-4bit, dphn/Dolphin3.0-Llama3.1-8B-GGUF. Use each canonical citation URL plus metadata/card endpoints for current license, trust, hosting, and download state. Canonical URL: https://huggingbay.xyz/answers/best-open-reasoning-math-models.
Question: What are the best open reasoning & math models?
A linked shortlist of open reasoning & math models ranked by license clarity, popularity, and neutral trust metadata.
Answer pack JSON Citation pack License guide
- MaziyarPanahi/Ministral-3-3B-Reasoning-2512-GGUF: Model from Hugging Face for text generation: MaziyarPanahi/Ministral-3-3B-Reasoning-2512-GGUF · unknown
- mradermacher/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-i1-GGUF: Model from Hugging Face for llm: mradermacher/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-i1-GGUF · transformers
- mradermacher/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled-i1-GGUF: Model from Hugging Face for llm: mradermacher/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled-i1-GGUF · transformers
- lmstudio-community/NVIDIA-Nemotron-3-Nano-30B-A3B-MLX-4bit: Model from Hugging Face for text generation: lmstudio-community/NVIDIA-Nemotron-3-Nano-30B-A3B-MLX-4bit · transformers
- dphn/Dolphin3.0-Llama3.1-8B-GGUF: Model from Hugging Face for llm: dphn/Dolphin3.0-Llama3.1-8B-GGUF · unknown
- AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Qwen3-8B-Claude-Fable-5-GGUF · gguf
- AnkitAI/Parable-Qwen3-4B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Qwen3-4B-Claude-Fable-5-GGUF · llama.cpp
- AnkitAI/Parable-Granite-4.1-3B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Granite-4.1-3B-Claude-Fable-5-GGUF · gguf
- AnkitAI/Parable-Granite-4.1-8B-Claude-Fable-5-GGUF: Model from Hugging Face for text generation: AnkitAI/Parable-Granite-4.1-8B-Claude-Fable-5-GGUF · gguf
- empero-ai/Qwen3.8-9B-Distill-GGUF: Model from Hugging Face for text generation: empero-ai/Qwen3.8-9B-Distill-GGUF · gguf
- empero-ai/Qwen3.8-2B-Distill-GGUF: Model from Hugging Face for text generation: empero-ai/Qwen3.8-2B-Distill-GGUF · gguf
- Andycurrent/Gemma-3-1B-it-GLM-4.7-Flash-Heretic-Uncensored-Thinking_GGUF: Model from Hugging Face for text generation: Andycurrent/Gemma-3-1B-it-GLM-4.7-Flash-Heretic-Uncensored-Thinking_GGUF · unknown
Open interactive answer pack
Updated 2026-09-20 from the live catalog.