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Best LLM for OpenClaw: Gemini 3.1 Pro vs GPT-5.5 vs Claude Opus 4.7 (2026)

DEV Community·Matthew Revell·28 days ago
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#gemini#gpt55#claude#when#why#context
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That model picker in your OpenClaw config? It determines cost per completed job, how reliably your agent follows SOUL.md instructions, and whether a large PR diff fits in one pass or gets chunked into lossy fragments. Three flagship models compete for the spot: Gemini 3.1 Pro, GPT-5.5, and Claude Opus 4.7. One model gets my default recommendation. The other two earn it for specific use cases. TL;DR Best default: Gemini 3.1 Pro. Fits the workload shape of most OpenClaw deployments: large-context code review, lowest cost per job, free dev tier, native multimodal. Best for autonomous agents: GPT-5.5. Leads reported agentic benchmarks such as Terminal-Bench 2.0, if your context stays under 128K tokens per call. Best for strict code review: Claude Opus 4.7. Leads reported SWE-bench Pro results (64.3% in Anthropic's evaluation), strong instruction adherence, often exhibits self-checking behavior in practice. When Should You Choose Gemini 3.1 Pro?…

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