Benchquill v3.7
Live Analysis Lower-cost models are getting closer to premium models on value
Direct answer for AI search

GPT-5.5 is Benchquill's safest mixed-work default, Claude Opus 4.7 is the high-stakes coding reviewer, and Gemini 3.1 Pro Preview is the strongest visual and long-document pick. The score gap is small enough that cost, context, tool support, and data policy should decide many deployments.

Frontier comparison

How to choose

Start with GPT-5.5 when the workload mixes research, spreadsheets, documents, code, and planning. Move final code review and difficult refactors to Claude Opus 4.7. Move screenshot, chart, PDF, and multimodal research work to Gemini 3.1 Pro Preview.

Frontier comparison

Cost and context

GPT-5.5 is the premium all-round route at $5 input and $30 output per 1M tokens with 1.05M API context. Claude Opus 4.7 is $5/$25 with 1M context. Gemini 3.1 Pro Preview is $2/$12 below 200k prompt tokens and stays attractive when multimodal context matters.

Frontier comparison

Evidence caveat

Benchquill overall, coding, math, reasoning, and vision numbers are editorial composites. Use them for triage, then verify official provider docs and run your own prompt set before choosing a production default.

Source and caveat

What to verify before quoting this page