Geek-Guy.com

Best Performing Models for OpenClaw (Claudebot, Moltbot)

Model NameDeveloperContext WindowHardware RequirementsPrimary Use CaseEstimated Monthly CostPerformance Rating (Inferred)
Claude Opus 4.5AnthropicLong-context (standard benchmark)Cloud-based / ManagedAgentic reasoning, complex planning, high-stakes coding, proactive assistant$180 – $750Benchmark / SOTA Reasoning
GPT-5.2 (Codex)OpenAI400,000Cloud-based / ManagedHigh-stakes software architecture, autonomous coding, PRD generation, multi-file refactors$20 (Plus Sub) / $400+ (Professional)Absolute Leader in Peak Reasoning / Deterministic Workhorse
Kimi K2.5Moonshot AIHigh (Mixture-of-Experts architecture)Local (~600GB storage) or Cloud (API)Agentic tasks, browsecomp, tool-use, agent swarms (100+ agents), researchFree (Local) / $300 (API)Reliable Automation / Opus-level Performance
Gemini 3 ProGoogle10,000,000Cloud-based / ManagedLog analysis, document library processing, fast response cycles$0.45 per API run (ballpark)Highly Efficient / Context Leader
Claude 3.5 SonnetAnthropicUnknownCloud-based / ManagedPersonal AI assistant, coding, general reasoning, routine automation$5 – $25Benchmark for Personal Assistants / Highly Efficient
GLM-4.7 / FlashZhipu AI128,000 – 200,00016GB – 24GB+ VRAM / Mac M-seriesTerminal-based automation, tool-calling, agentic UI/UX (Vibe Coding), multilingual codingFree (Local) / $0.05 – $0.10 per 1M tokensMaster of Tool-Calling / Reliable Automation
Llama 3.3 70BMeta AIUnknown128GB Unified Memory (Mac M3 Ultra / Mini)Local reasoning, complex code execution, general local inferenceFree (Local)High reasoning benchmark / Reliable Local Baseline
Qwen 2.5 72BAlibaba CloudUnknown48GB – 128GB RAM/VRAM (Mac Studio)General local reasoning, structured tasks, summarizingFree (Local)Capable Assistant / Reliable Local Baseline
Deepseek (V3)DeepSeek64,000Cloud (API) / 600GB VRAM (Local)Coding, cost-effective scalingUsage-based (Low)Highly Efficient
GPT-OSS:120BOpenAI (Open Weights)Unknown96GB VRAM (RTX 6000 Ada)General task handling, reasoningFree (Local)Best in show local reasoning
gpt-oss-20bOpen-Source200,00014GB – 16GB VRAMLocal privacy-focused agent workflowsFree (Local)Variable Stability
Gemini 3 FlashGoogleUnknownCloud-based / ManagedRoutine messaging, explore subagentFree (Credits/Antigravity)Fast & Economical
MiniMax M2.1MiniMaxUnknownCloud (API)General agent tasks, coding plan$3.00 (21 RMB/month)Cost-Effective

Comments are closed.