model comparisons
side-by-side breakdowns of frontier and open-source llms — benchmarks, costs, and when fine-tuning beats both.
- GLM-4.7 Flash vs Claude Opus 4.6
glm-4.7 flash vs claude opus 4.6: which model should you use?
glm-4.7 flash vs claude opus 4.6 benchmark results across graduate science, software engineering, agentic tool use, and terminal tasks — including cost and API pricing comparisons.
- GLM-4.7 Flash vs Claude Sonnet 4.6
glm-4.7 flash vs claude sonnet 4.6: which model should you use?
glm-4.7 flash vs claude sonnet 4.6 benchmark results across graduate science, software engineering, agentic tool use, and terminal tasks — with API pricing and context window comparisons.
- GLM-4.7 Flash vs GPT-5.4
glm-4.7 flash vs gpt-5.4: which model should you use?
glm-4.7 flash vs gpt-5.4 benchmark results across graduate science, agentic tool use, terminal tasks, and expert knowledge — including cost, latency, and self-hosting considerations.
- GLM-4.7 Flash vs GPT-5.4-mini
glm-4.7 flash vs gpt-5.4-mini: which model should you use?
glm-4.7 flash vs gpt-5.4-mini benchmark results across graduate science, agentic tool use, terminal tasks, and expert knowledge — with API cost and speed comparisons.
- GLM-4.7 Flash vs Qwen3.5-27B
glm-4.7 flash vs qwen3.5-27b: which model should you use?
glm-4.7 flash vs qwen3.5-27b benchmark results across graduate science, software engineering, agentic tool use, and terminal tasks — with cost, self-hosting, and fine-tuning comparisons.
- GLM-4.7 Flash vs Qwen3.5-35B-A3B
glm-4.7 flash vs qwen3.5-35b-a3b: which model should you use?
glm-4.7 flash vs qwen3.5-35b-a3b benchmark results across graduate science, software engineering, agentic tool use, and terminal tasks — with API cost, MoE architecture, and fine-tuning trade-offs.
- GLM-5 vs Claude Opus 4.6
glm-5 vs claude opus 4.6: which model should you use?
glm-5 vs claude opus 4.6 benchmark results across graduate science, software engineering, agentic tool use, terminal tasks, and expert knowledge — with cost, context window, and fine-tuning considerations.
- GLM-5 vs Claude Sonnet 4.6
glm-5 vs claude sonnet 4.6: which model should you use?
glm-5 vs claude sonnet 4.6 benchmark results across graduate science, software engineering, agentic tool use, terminal tasks, and expert knowledge — with cost and context window comparisons.
- GLM-5 vs GPT-5.4
glm-5 vs gpt-5.4: which model should you use?
glm-5 vs gpt-5.4 benchmark results across software engineering, graduate science, agentic tool use, terminal tasks, and expert knowledge — including cost and self-hosting trade-offs.
- Qwen3.5-122B-A10B vs GPT-5.4
qwen3.5-122b-a10b vs gpt-5.4: which model should you use?
qwen3.5-122b-a10b (moe) vs gpt-5.4 benchmark results across terminal tasks, graduate science, agentic tool use, expert knowledge (HLE), computer use, and multimodal reasoning — open-weight at 10b active parameters.
- Qwen3.5-122B-A10B vs Claude Opus 4.6
qwen3.5-122b-a10b vs claude opus 4.6: which model should you use?
qwen3.5-122b-a10b (moe) vs claude opus 4.6 benchmark results across software engineering, terminal tasks, graduate science, agentic tool use, multilingual, and multimodal reasoning — open-weight MoE vs anthropic flagship.
- Qwen3.5-122B-A10B vs Claude Sonnet 4.6
qwen3.5-122b-a10b vs claude sonnet 4.6: which model should you use?
qwen3.5-122b-a10b (moe) vs claude sonnet 4.6 benchmark results across software engineering, terminal tasks, graduate science, agentic tool use, multilingual, and multimodal reasoning — open-weight at 10b active parameters.
- Qwen3.5-27B vs Claude Sonnet 4.6
qwen3.5-27b vs claude sonnet 4.6: which model should you use?
qwen3.5-27b vs claude sonnet 4.6 benchmark results across software engineering, terminal tasks, graduate science, agentic tool use, multilingual, and multimodal reasoning — with cost, self-hosting, and fine-tuning comparisons.
- Qwen3.5-27B vs GPT-5.4-mini
qwen3.5-27b vs gpt-5.4-mini: which model should you use?
qwen3.5-27b vs gpt-5.4-mini benchmark results across terminal tasks, graduate science, agentic tool use, expert knowledge (HLE), computer use, and multimodal reasoning — with cost and self-hosting trade-offs.
- Qwen3.5-35B-A3B vs Claude Sonnet 4.6
qwen3.5-35b-a3b vs claude sonnet 4.6: which model should you use?
qwen3.5-35b-a3b (moe) vs claude sonnet 4.6 benchmark results across software engineering, terminal tasks, graduate science, agentic tool use, multilingual, and multimodal reasoning — at 3b active parameters.
- Qwen3.5-35B-A3B vs GPT-5.4-mini
qwen3.5-35b-a3b vs gpt-5.4-mini: which model should you use?
qwen3.5-35b-a3b (moe) vs gpt-5.4-mini benchmark results across terminal tasks, graduate science, agentic tool use, expert knowledge (HLE), computer use, and multimodal reasoning — with MoE cost advantages.
- Qwen3.5-397B-A17B vs GPT-5.4
qwen3.5-397b-a17b vs gpt-5.4: which frontier model should you use?
qwen3.5-397b-a17b (moe) vs gpt-5.4 benchmark results across terminal tasks, graduate science, agentic tool use, expert knowledge (HLE), computer use, and multimodal reasoning — the largest open-weight MoE model vs openai flagship.
- Qwen3.5-397B-A17B vs Claude Opus 4.6
qwen3.5-397b-a17b vs claude opus 4.6: which frontier model should you use?
qwen3.5-397b-a17b (moe) vs claude opus 4.6 benchmark results across software engineering, terminal tasks, graduate science, agentic tool use, multilingual, and multimodal reasoning — open-weight frontier model vs anthropic flagship.
- Qwen3.5-397B-A17B vs Claude Sonnet 4.6
qwen3.5-397b-a17b vs claude sonnet 4.6: which model should you use?
qwen3.5-397b-a17b (moe) vs claude sonnet 4.6 benchmark results across software engineering, terminal tasks, graduate science, agentic tool use, multilingual, and multimodal reasoning — with cost and self-hosting comparisons.
- Qwen3.5-4B vs GPT-5.4-nano
qwen3.5-4b vs gpt-5.4-nano: which small model should you use?
qwen3.5-4b vs gpt-5.4-nano benchmark results across graduate science, agentic tool use, multimodal reasoning, and computer use — with cost, self-hosting, and fine-tuning comparisons.
- Qwen3.5-9B vs GPT-5.4-mini
qwen3.5-9b vs gpt-5.4-mini: which mid-size model should you use?
qwen3.5-9b vs gpt-5.4-mini benchmark results across graduate science, computer use, multimodal reasoning, and agentic tool use — with API cost, self-hosting, and fine-tuning comparisons.