People ask which AI is “best.” The honest answer is: best for what, at what cost, and for how long? The chart above is a snapshot. Next month a new model will move the dots.
That is why we monitor models, and why we do not marry one of them.
What this chart is showing
Models are the AI engines behind tools like Claude, ChatGPT, Gemini, and Grok. Think of them as different chefs: same kitchen idea, different strengths, different bills.
Thinking levels (low, med, high, xhigh, max) are how hard you ask the model to work. Low is fast and cheaper. Max spends more time and money to dig deeper.
On this chart, Claude Opus 5 is the new high line. It scores strong while staying cheaper than Claude Fable 5 at the top. GPT-5.6 Sol stays close. Grok 4.5 is the budget path.
Plain English
Model-agnostic means your real work system does not live trapped inside one chat product. The memory, rules, and playbooks live in files and workflows you own, so you can switch models when a better or cheaper option shows up.
What we actually build
Inside Shifted Media Group we run a system called AgentOps. That is our studio operating system for AI helpers. It is not a chatbot personality. It is the shared rules, docs, and skills every project can use.
Examples from that system:
- PREFLIGHT — a one-page “read this before you touch anything important” map.
- SESSION-HANDOFF — a short “where we left off” note so the next chat starts smart.
- Skills — written playbooks for jobs like shipping code, email setup, or SEO checks.
Because those pieces live outside any one model, the same workflow can jump between Claude, GPT, Gemini, or Grok when the job calls for it.
What to take away
- Watch the chart. Do not let the chart own your business.
- Put memory and rules in files you control.
- Pick models for the task: cheap for drafts, stronger for hard work.
- Expect the ranking to change. Your system should not break when it does.
We watch the model chart. We still build systems that do not depend on one model. Memory, docs, and shared skills let the same workflow jump between Claude, GPT, Gemini, or Grok when the job calls for it.