> ## Documentation Index
> Fetch the complete documentation index at: https://vietbui.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Model Tier Routing

> Classify task complexity before every task and every agent spawn, then pick the cheapest model tier that can do the job correctly. No silent defaults — an un…

# Model Tier Routing

Classify task complexity *before* every task and every agent spawn, then pick the cheapest model tier that can do the job correctly. No silent defaults — an unclassified task defaults to over- or under-spending.

This page is the authoritative pull target for the routing rule. The always-loaded rules files (`mistakes/global-prevention-rules.md`, `~/.claude/rules/model-routing.md`) carry only a one-line pointer here, so the table has a single source of truth.

## Tier selection

| Tier       | When                                                                                                                                                       |
| ---------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **Haiku**  | Single-file edits, boilerplate, lookups, shell commands, rote subagent work, read-only exploration. All of: bounded, single-step, mechanical, no judgment. |
| **Sonnet** | Default. Multi-file implementation, code review, debugging, ingests, standard orchestration.                                                               |
| **Opus**   | Architecture, security audits, irreversible operations, cross-source synthesis, hard multi-system bugs.                                                    |

## Escalation and downgrade

* **Escalate to Opus** if *any* hold: irreversible side effects, deep multi-domain reasoning, failure is hard to detect, or the output becomes downstream ground truth for other work.
* **Downgrade to Haiku** only if *all* hold: bounded, single-step, mechanical, no judgment needed.
* **Sonnet flag**: if a task warrants Opus but the session is running Sonnet, say so explicitly and let the user decide — do not silently proceed at the lower tier.

User-specified tiers always override this table.

## Missing model fallback

When a configured model is unavailable (rate-limited, retired, provider outage, wrong id), do not silently cross to a different provider's model. Demote or promote to the **closest model of the same provider** first:

| Situation                                          | Action                                                                                                                   |
| -------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------ |
| Configured model missing, same-tier sibling exists | Use the sibling (e.g. `gpt-5.5:high` missing → `gpt-5.4:high`).                                                          |
| Same-tier sibling missing                          | Demote one tier within the same provider before crossing providers (e.g. `kimi-k2.6:high` missing → `kimi-k2.6:medium`). |
| No same-provider model at any tier                 | Only then cross to the next provider in the configured fallback chain.                                                   |
| Entire provider down                               | Halt and surface the failure; do not pick a random provider.                                                             |

Rules:

* Prefer same-provider closest-tier over cross-provider same-tier. Provider tuning matters more than tier label.
* Never silently fall back to a model the user explicitly removed from their config.
* Log the fallback so the run is auditable (`task_progress: model fallback X → Y, reason: missing`).
* If the fallback model is below the task's minimum tier, halt for human direction instead of proceeding.

This rule is what keeps difficulty-tier routing honest: a "high" task should not silently become a "low" run because one model id drifted.

## Agent spawning

Always set the `model` parameter explicitly on the `Agent` tool. Never let it default — defaults are blocked in code repositories.

```
model: "opus" | "sonnet" | "haiku"
```

Translate a chosen tier into a `subagent_type`:

| Tier   | subagent\_type          | Use when                                       |
| ------ | ----------------------- | ---------------------------------------------- |
| Haiku  | `code-writer-fast`      | Boilerplate, rote edits                        |
| Haiku  | `explore`               | Read-only exploration, no writes               |
| Sonnet | `code-writer`           | Standard implementation, multi-file features   |
| Opus   | `design-explorer`       | Brainstorm, open-ended ideation                |
| Opus   | `architecture-reviewer` | Holistic review, pre-implementation validation |
| Opus   | `Explore`               | Codebase research across files                 |
| Opus   | `Plan`                  | Implementation planning                        |
| Opus   | `security-auditor`      | Security analysis, threat modeling             |

## Why a tier discipline pays off

The wshobson finding: Opus achieves \~65% fewer tokens on complex tasks, often offsetting its higher per-token rate — so escalating a genuinely hard task can be *cheaper*, not just better. The inverse holds for trivial work: routing boilerplate to Opus burns budget for no quality gain. The discipline is bidirectional.

## Related Pages

* [Agent Primitive Selection](/syntheses/agent-primitive-selection) — the broader decision tree for skill vs subagent vs team, of which tier routing is one axis
* [Agent Subagents](/concepts/agent-subagents) — subagent frontmatter and the `model` field
* [Agent Self-Correction](/concepts/agent-self-correction) — the "unsure which model tier" deviation trigger points here

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if(opt.to>0&&opt.ts>0){var t=n.label.length>28?n.label.slice(0,26)+'…':n.label;ctx.globalAlpha=opt.to;ctx.font=((n.id===CUR?opt.ts+1:opt.ts))+'px ui-sans-serif,sans-serif';ctx.fillStyle=(n.id===CUR)?'#ffffff':'#aab0c0';ctx.textAlign='center';ctx.textBaseline='top';ctx.fillText(t,n.x,n.y+r+1.5);ctx.globalAlpha=1;}})
.onNodeClick(function(n){if(window.top){window.top.location.href='/'+n.id;}});
G.graphData(visible());G.d3VelocityDecay(0.4);
function fit(){G.zoomToFit(400,20);}
setTimeout(fit,350);setTimeout(fit,1100);
// Stop the render/sim loop while idle so the fixed widget never repaints during
// parent-page scroll; resume only while the pointer is over the widget.
var pt;function pause(){G.pauseAnimation();}function resume(){G.resumeAnimation();}
function idle(ms){clearTimeout(pt);pt=setTimeout(pause,ms);}
document.body.addEventListener('pointerenter',function(){clearTimeout(pt);resume();});
document.body.addEventListener('pointerleave',function(){idle(250);});
addEventListener('resize',function(){resume();G.zoomToFit(0,20);idle(700);});
idle(2000);
function apply(re){resume();G.nodeRelSize(opt.ns).linkWidth(opt.lw).linkDirectionalArrowLength(opt.ar?2.6:0);if(re){G.graphData(visible());setTimeout(fit,450);}idle(re?2200:1400);}
function bind(id,key,fmt,re){var e=document.getElementById(id),o=document.getElementById('v'+id);e.value=opt[key];if(o)o.textContent=fmt(opt[key]);e.addEventListener('input',function(){opt[key]=parseFloat(e.value);if(o)o.textContent=fmt(opt[key]);apply(re);});}
bind('ns','ns',function(v){return v.toFixed(1);},false);
bind('lw','lw',function(v){return v.toFixed(1);},false);
bind('ts','ts',function(v){return v.toFixed(1);},false);
bind('to','to',function(v){return v.toFixed(2);},false);
var dE=document.getElementById('dp'),dO=document.getElementById('vd');dE.max=MAXD;dE.value=opt.dp;dO.textContent=opt.dp;dE.addEventListener('input',function(){opt.dp=parseInt(dE.value,10);dO.textContent=opt.dp;apply(true);});
if(!CUR)document.getElementById('depthRow').style.display='none';
var aE=document.getElementById('ar');aE.checked=opt.ar;aE.addEventListener('change',function(){opt.ar=aE.checked;apply(false);});
document.getElementById('gear').addEventListener('click',function(){document.getElementById('panel').classList.toggle('open');});
var hd=document.getElementById('hd');hd.textContent='⠿  '+(CUR?'Local graph':'Knowledge graph');
// free-form placement: drag by the header. Default is bottom-right (inline style);
// a moved position is saved per parent-origin and restored on every page.
function clampPos(fe,l,t){var TW=(window.top||window),r=fe.getBoundingClientRect();return [Math.min(Math.max(0,l),Math.max(0,TW.innerWidth-r.width)),Math.min(Math.max(0,t),Math.max(0,TW.innerHeight-r.height))];}
function place(fe,l,t){var p=clampPos(fe,l,t);fe.style.left=p[0]+'px';fe.style.top=p[1]+'px';fe.style.right='auto';fe.style.bottom='auto';}
try{var sp=JSON.parse(localStorage.getItem('llmwiki_graph_pos'));if(sp&&window.frameElement)place(window.frameElement,sp.l,sp.t);}catch(e){if(window.console)console.debug('graph: saved position unavailable',e);}
hd.addEventListener('pointerdown',function(e){var fe=window.frameElement;if(!fe)return;var rect=fe.getBoundingClientRect();var sx=e.screenX,sy=e.screenY,L=rect.left,T=rect.top;place(fe,L,T);hd.setPointerCapture(e.pointerId);
function mv(ev){place(fe,L+ev.screenX-sx,T+ev.screenY-sy);}
function up(){if(hd.hasPointerCapture(e.pointerId))hd.releasePointerCapture(e.pointerId);hd.removeEventListener('pointermove',mv);hd.removeEventListener('pointerup',up);try{localStorage.setItem('llmwiki_graph_pos',JSON.stringify({l:parseFloat(fe.style.left),t:parseFloat(fe.style.top)}));}catch(e2){if(window.console)console.debug('graph: could not persist position',e2);}}
hd.addEventListener('pointermove',mv);hd.addEventListener('pointerup',up);e.preventDefault();});
</script></body></html>"
  title="Knowledge graph"
  loading="lazy"
  style={{position:"fixed",right:"18px",bottom:"18px",width:"320px",height:"340px",border:0,borderRadius:"14px",boxShadow:"0 6px 28px rgba(0,0,0,0.38)",zIndex:50,background:"#0f1117"}}
/>
