model stringlengths 5 33 | family stringclasses 27
values | params float64 0.36 2.8k ⌀ | quantization stringclasses 7
values | minRamGb int64 0 512 | estimatedLoadGb float64 0 380 | kvKbPerToken float64 6 64 ⌀ | runsLocally bool 2
classes | openWeights bool 2
classes | ggufDiy bool 2
classes | runtimes stringclasses 1
value | bestFor stringlengths 4 58 | ollamaCommand stringlengths 20 50 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Qwen2.5 1.5B Instruct | Qwen | 1.5 | Q4_K_M | 4 | 1.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Translation | ollama run qwen2.5:1.5b-instruct-q4_K_M |
Qwen2.5 3B Instruct | Qwen | 3 | Q4_K_M | 4 | 2.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run qwen2.5:3b-instruct-q4_K_M |
Qwen2.5 7B Instruct | Qwen | 7 | Q4_K_M | 8 | 5.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run qwen2.5:7b-instruct-q4_K_M |
Qwen2.5 14B Instruct | Qwen | 14 | Q4_K_M | 16 | 11 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Chat | ollama run qwen2.5:14b-instruct-q4_K_M |
Llama 3.2 3B Instruct | Llama | 3 | Q4_K_M | 4 | 2.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat | ollama run llama3.2:3b-instruct-q4_K_M |
Llama 3.1 8B Instruct | Llama | 8 | Q4_K_M | 12 | 6.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run llama3.1:8b-instruct-q4_K_M |
Llama 3.1 8B Instruct (Q8) | Llama | 8 | Q8_0 | 16 | 8 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run llama3.1:8b-instruct-q8_0 |
Llama 3.1 8B Instruct (Q5) | Llama | 8 | Q5_K_M | 12 | 8 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run llama3.1:8b-instruct-q5_K_M |
Llama 3.1 70B Instruct | Llama | 70 | Q4_K_M | 64 | 42 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding | ollama run llama3.1:70b-instruct-q4_K_M |
Mistral 7B Instruct | Mistral | 7 | Q4_K_M | 8 | 5.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run mistral:7b-instruct-q4_K_M |
Mistral 7B Instruct (Q5) | Mistral | 7 | Q5_K_M | 8 | 4.8 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run mistral:7b-instruct-q5_K_M |
Mistral 7B Instruct (Q8) | Mistral | 7 | Q8_0 | 16 | 7.2 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run mistral:7b-instruct-q8_0 |
Mixtral 8x7B Instruct | Mistral | 46.7 | Q4_K_M | 48 | 30 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Quality | ollama run mixtral:8x7b |
Mistral Nemo 12B | Mistral | 12 | Q4_K_M | 16 | 9.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Translation | ollama run mistral-nemo:12b |
Mistral Nemo 12B (Q8) | Mistral | 12 | Q8_0 | 24 | 12.1 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Translation | ollama run mistral-nemo:12b-instruct-2407-q8_0 |
Gemma 2 2B Instruct | Gemma | 2 | Q4_K_M | 4 | 1.8 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat | ollama run gemma2:2b-instruct-q4_K_M |
Gemma 2 9B Instruct | Gemma | 9 | Q4_K_M | 12 | 7 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run gemma2:9b-instruct-q4_K_M |
Gemma 2 27B Instruct | Gemma | 27 | Q4_K_M | 32 | 21 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding | ollama run gemma2:27b-instruct-q4_K_M |
Phi-3 Mini 3.8B | Phi | 3.8 | Q4_K_M | 6 | 3.2 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Chat | ollama run phi3:mini |
Phi-3 Medium 14B | Phi | 14 | Q4_K_M | 16 | 11 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Quality | ollama run phi3:medium |
Phi-4 14B | Phi | 14 | Q4_K_M | 24 | 11.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Quality | ollama run phi4:14b-q4_K_M |
Phi-4 14B (Q8) | Phi | 14 | Q8_0 | 24 | 14.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Quality | ollama run phi4:14b-q8_0 |
Qwen2.5 Coder 7B | Qwen | 7 | Q4_K_M | 8 | 5.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding | ollama run qwen2.5-coder:7b |
Qwen2.5 Coder 14B | Qwen | 14 | Q4_K_M | 16 | 11 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding | ollama run qwen2.5-coder:14b |
Llama 3.2 1B Instruct | Llama | 1 | Q4_K_M | 2 | 1 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat | ollama run llama3.2:1b-instruct-q4_K_M |
Mistral Small 22B | Mistral | 22 | Q4_K_M | 32 | 17 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Quality | ollama run mistral-small:22b |
Kimi K2 Instruct | Kimi | 1,000 | API | 0 | 0 | null | false | true | false | null | Quality, Coding | null |
Claude 3.5 Sonnet | Claude | null | API | 0 | 0 | null | false | false | false | null | Coding, Chat | null |
Claude 3.7 Sonnet | Claude | null | API | 0 | 0 | null | false | false | false | null | Coding, Quality | null |
Claude 3 Opus | Claude | null | API | 0 | 0 | null | false | false | false | null | Quality, Analysis | null |
Claude 4 Opus | Claude | null | API | 0 | 0 | null | false | false | false | null | Quality, Coding | null |
Qwen2.5 0.5B Instruct | Qwen | 0.5 | Q4_K_M | 2 | 0.8 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Mobile | ollama run qwen2.5:0.5b-instruct-q4_K_M |
Gemma 3 1B Instruct | Gemma | 1 | Q4_K_M | 2 | 1 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Mobile | ollama run gemma3:1b |
Gemma 3 1B Instruct (Q8) | Gemma | 1 | Q8_0 | 4 | 1 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Mobile | ollama run gemma3:1b-it-q8_0 |
Phi-4 Mini 3.8B | Phi | 3.8 | Q4_K_M | 6 | 3.2 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Chat | ollama run phi4-mini:3.8b |
Phi-4 Mini 3.8B (Q8) | Phi | 3.8 | Q8_0 | 8 | 3.8 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Chat | ollama run phi4-mini:3.8b-q8_0 |
SmolLM2 360M | SmolLM | 0.36 | Q4_K_M | 1 | 0.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Embedded | ollama run smollm2:360m |
Llama 3.3 70B Instruct | Llama | 70 | Q4_K_M | 64 | 42 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding | ollama run llama3.3:70b-instruct-q4_K_M |
Llama 3.1 405B Instruct | Llama | 405 | Q4_K_M | 320 | 243 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Reasoning, Coding | ollama run llama3.1:405b-instruct-q4_K_M |
DeepSeek-R1 671B | DeepSeek | 671 | Q4_K_M | 512 | 380 | null | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Coding | ollama run deepseek-r1:671b-q4_K_M |
Qwen3 8B | Qwen | 8 | Q4_K_M | 12 | 6.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run qwen3:8b-q4_K_M |
Qwen3 8B (Q8) | Qwen | 8 | Q8_0 | 16 | 8.1 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run qwen3:8b-q8_0 |
Qwen3 14B | Qwen | 14 | Q4_K_M | 16 | 11 | null | true | true | false | ollama|llama.cpp|lm-studio | Coding, Quality | ollama run qwen3:14b-q4_K_M |
Qwen3 30B | Qwen | 30 | Q4_K_M | 32 | 22 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding | ollama run qwen3:30b |
Qwen3 30B (Q8) | Qwen | 30 | Q8_0 | 48 | 30.3 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding | ollama run qwen3:30b-a3b-q8_0 |
Gemma 3 4B Instruct | Gemma | 4 | Q4_K_M | 6 | 3.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run gemma3:4b |
Gemma 3 4B Instruct (Q8) | Gemma | 4 | Q8_0 | 8 | 3.9 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run gemma3:4b-it-q8_0 |
Gemma 3 12B Instruct | Gemma | 12 | Q4_K_M | 16 | 9.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Quality | ollama run gemma3:12b |
Gemma 3 27B Instruct | Gemma | 27 | Q4_K_M | 32 | 21 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding | ollama run gemma3:27b |
DeepSeek-R1 Distill Qwen 7B | DeepSeek | 7 | Q4_K_M | 8 | 5.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Coding | ollama run deepseek-r1:7b |
DeepSeek-R1 Distill Qwen 7B (Q8) | DeepSeek | 7 | Q8_0 | 16 | 7.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Coding | ollama run deepseek-r1:7b-qwen-distill-q8_0 |
DeepSeek-R1 Distill Qwen 14B | DeepSeek | 14 | Q4_K_M | 16 | 11 | null | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Quality | ollama run deepseek-r1:14b |
DeepSeek-R1 Distill Qwen 14B (Q8) | DeepSeek | 14 | Q8_0 | 24 | 14.6 | null | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Quality | ollama run deepseek-r1:14b-qwen-distill-q8_0 |
DeepSeek-R1 Distill Llama 70B | DeepSeek | 70 | Q4_K_M | 64 | 42 | null | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Quality | ollama run deepseek-r1:70b |
GPT-4o | OpenAI | null | API | 0 | 0 | null | false | false | false | null | Quality, Coding | null |
GPT-4o mini | OpenAI | null | API | 0 | 0 | null | false | false | false | null | Chat, Speed | null |
Claude 4 Sonnet | Claude | null | API | 0 | 0 | null | false | false | false | null | Coding, Quality | null |
Gemini 2.5 Pro | Google | null | API | 0 | 0 | null | false | false | false | null | Quality, Analysis | null |
Gemini 2.5 Flash | Google | null | API | 0 | 0 | null | false | false | false | null | Speed, Chat | null |
DeepSeek-V3 | DeepSeek | 671 | API | 0 | 0 | null | false | true | false | null | Quality, Coding | null |
GLM-5 | Zhipu | 744 | API | 0 | 0 | null | false | true | false | null | Reasoning, Quality | null |
GLM-4 Plus | Zhipu | null | API | 0 | 0 | null | false | false | false | null | Quality, Analysis | null |
Qwen3 235B A22B | Qwen | 235 | Q4_K_M | 192 | 130 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Reasoning | ollama run qwen3:235b-a22b-q4_K_M |
Mistral Small 3.1 | Mistral | 24 | Q4_K_M | 24 | 15 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run mistral-small3.1:24b |
Mistral Small 3.1 (Q8) | Mistral | 24 | Q8_0 | 36 | 23.3 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding | ollama run mistral-small3.1:24b-instruct-2503-q8_0 |
DeepSeek-V3-0324 | DeepSeek | 671 | API | 0 | 0 | null | false | true | false | null | Quality, Coding | null |
DeepSeek-R1 | DeepSeek | 671 | API | 0 | 0 | null | false | true | false | null | Reasoning, Quality | null |
Qwen3.5 0.8B Instruct | Qwen | 0.8 | Q4_K_M | 2 | 0.8 | 12 | true | true | false | ollama|llama.cpp|lm-studio | Chat, Mobile | ollama run qwen3.5:0.8b |
Qwen3.5 2B Instruct | Qwen | 2 | Q4_K_M | 4 | 1.8 | 12 | true | true | false | ollama|llama.cpp|lm-studio | Chat, Edge tasks | ollama run qwen3.5:2b |
Qwen3.5 4B Instruct | Qwen | 4 | Q4_K_M | 6 | 3.5 | 32 | true | true | false | ollama|llama.cpp|lm-studio | Coding, Agents, Multimodal | ollama run qwen3.5:4b |
Qwen3.5 4B Instruct (Q8) | Qwen | 4 | Q8_0 | 8 | 4.3 | 32 | true | true | false | ollama|llama.cpp|lm-studio | Coding, Agents, Multimodal | ollama run qwen3.5:4b-q8_0 |
Qwen3.5 9B Instruct | Qwen | 9 | Q4_K_M | 12 | 7 | 32 | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding, Reasoning | ollama run qwen3.5:9b |
Qwen3.5 35B-A3B Instruct | Qwen | 35 | Q4_K_M | 32 | 20 | 20 | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Coding, Agent scenarios | ollama run qwen3.5:35b-a3b |
Qwen3.5 27B Instruct | Qwen | 27 | Q4_K_M | 24 | 16 | 64 | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding, Complex reasoning | ollama run qwen3.5:27b |
Qwen3.5 27B Instruct (Q8) | Qwen | 27 | Q8_0 | 48 | 27.1 | 64 | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding, Complex reasoning | ollama run qwen3.5:27b-q8_0 |
Qwen3.5 122B-A10B Instruct | Qwen | 122 | Q4_K_M | 96 | 72 | 24 | true | true | false | ollama|llama.cpp|lm-studio | Frontier-level reasoning, Complex tasks | ollama run qwen3.5:122b-a10b |
LFM2 24B-A2B Instruct | LFM2 | 24 | Q4_K_M | 24 | 14 | null | true | true | false | ollama|llama.cpp|lm-studio | Local AI agents, privacy-first tool calling, MCP workflows | ollama run lfm2:24b-a2b |
LFM2.5 8B-A1B | LFM2 | 8.3 | Q4_K_M | 8 | 5.5 | null | true | true | false | ollama|llama.cpp|lm-studio | On-device agents, tool calling, multilingual chat | ollama run lfm2.5:8b-a1b-q4_K_M |
Granite 4.1 3B Instruct | Granite | 3 | Q4_K_M | 4 | 2 | null | true | true | false | ollama|llama.cpp|lm-studio | Lightweight chat, classification, edge tasks | ollama run granite4.1:3b |
Granite 4.1 8B Instruct | Granite | 8 | Q4_K_M | 8 | 5.5 | null | true | true | false | ollama|llama.cpp|lm-studio | Enterprise assistant, tool calling, instruction following | ollama run granite4.1:8b |
Qwen3.6 27B | Qwen | 27 | Q4_K_M | 32 | 18 | 64 | true | true | false | ollama|llama.cpp|lm-studio | Coding, Quality, Long context | ollama run qwen3.6:27b |
Qwen3.8 27B | Qwen | 27 | Q4_K_M | 24 | 16.5 | 64 | true | true | false | ollama|llama.cpp|lm-studio | Coding, Agent, Vision, Long context | ollama run qwen3.8:27b |
Qwen3.8 27B (Q8) | Qwen | 27 | Q8_0 | 48 | 27.1 | 64 | true | true | false | ollama|llama.cpp|lm-studio | Coding, Agent, Vision, Long context | ollama run qwen3.8:27b-q8_0 |
Qwen3.6 35B-A3B | Qwen | 35 | Q4_K_M | 32 | 22 | 20 | true | true | false | ollama|llama.cpp|lm-studio | Reasoning, Coding, Agents | ollama run qwen3.6:35b-a3b |
Gemma 4 31B | Gemma | 31 | Q4_K_M | 32 | 20 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding, Multimodal | ollama run gemma4:31b |
Gemma 4 31B (Q8) | Gemma | 31 | Q8_0 | 48 | 30.9 | null | true | true | false | ollama|llama.cpp|lm-studio | Quality, Coding, Multimodal | ollama run gemma4:31b-it-q8_0 |
Gemma 4 26B-A4B | Gemma | 26 | Q4_K_M | 24 | 16 | null | true | true | false | ollama|llama.cpp|lm-studio | Chat, Coding, Multimodal | ollama run gemma4:26b |
Gemma 4 E4B | Gemma | 4.5 | Q4_K_M | 6 | 4 | null | true | true | false | ollama|llama.cpp|lm-studio | On-device, Mobile, Chat | ollama run gemma4:e4b |
Gemma 4 E4B (Q8) | Gemma | 4.5 | Q8_0 | 16 | 7.5 | null | true | true | false | ollama|llama.cpp|lm-studio | On-device, Mobile, Chat | ollama run gemma4:e4b-it-q8_0 |
Gemma 4 E2B | Gemma | 2.3 | Q4_K_M | 4 | 2.3 | null | true | true | false | ollama|llama.cpp|lm-studio | IoT, Mobile, Edge | ollama run gemma4:e2b |
Gemma 4 E2B (Q8) | Gemma | 2.3 | Q8_0 | 8 | 4.6 | null | true | true | false | ollama|llama.cpp|lm-studio | IoT, Mobile, Edge | ollama run gemma4:e2b-it-q8_0 |
Llama 4 Scout | Llama | 109 | Q4_K_M | 96 | 67 | null | true | true | false | ollama|llama.cpp|lm-studio | Long context, Quality, Multimodal | ollama run llama4:scout |
Llama 4 Maverick | Llama | 400 | Q4_K_M | 320 | 245 | null | true | true | false | ollama|llama.cpp|lm-studio | Frontier quality, Long context | ollama run llama4:maverick |
Mistral Medium 3.5 | Mistral | 128 | API | 0 | 0 | null | false | true | true | null | Coding, Quality, Tool calling | null |
DeepSeek V4 Flash 0731 | DeepSeek | 284 | API | 0 | 0 | null | false | true | true | null | Reasoning, Coding, Long context | null |
DeepSeek V4 Pro | DeepSeek | 1,600 | API | 0 | 0 | null | false | true | false | null | Frontier reasoning, Coding | null |
DeepSeek V4.1 Flash | DeepSeek | 552 | API | 0 | 0 | null | false | true | false | null | Agentic coding, Reasoning, Long context, Vision | null |
Kimi K2.6 | Kimi | 1,000 | API | 0 | 0 | null | false | true | false | null | Coding, Agentic tasks | null |
GLM-5.1 | Zhipu | 744 | API | 0 | 0 | null | false | true | false | null | Coding, Reasoning, Long context | null |
Claude Opus 4.7 | Claude | null | API | 0 | 0 | null | false | false | false | null | Coding, Quality, Reasoning | null |
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