The four models
One engine, four selection policies. Every Lumen tier reads the same request, scores the same internal lanes, and picks a seat — what you choose is how far it will spend for quality.
One engine. Four points on the curve.
Same router, same lanes, same learning ledger, on every tier — a tier is a selection policy over that identical, already-scored slate. Read left to right: cost-optimized to quality-ceiling. On an easy request all four may still pick the same lane, and that's the design working.
- 1
Glow
max_passes 2Thrift budget. Same engine, tighter deepen allowance.
sylphx/glowBuilt forHigh-volume, interactive surfaces, bulk light workSelection policyRuns the shared executor + internal menu; spends deepen passes sparingly.Escalation speedTight max_passes — answers in one executor call unless the budget buys deepen. - 2
Lumen
Defaultmax_passes 3The default. Balanced deepen budget.
sylphx/lumenBuilt forEveryday agent workSelection policySame capability menu as Glow and Flare; mid budget for deepen passes.Escalation speedBalanced max_passes for routine agentic sessions. - 3
Flare
max_passes 4Higher willingness to spend time on hard turns.
sylphx/flareBuilt forHarder agent work, research, decisions that matterSelection policySame menu and seats as Glow/Lumen; highest cold-start max_passes.Escalation speedHighest max_passes — more room to deepen when needed.
Choosing a tier
Full capability — vision, tools, streaming, English and 中文 — is on every tier. You are choosing a quality ceiling, not a feature set.
- Latency-sensitive UI or cost-sensitive volumeGlow
- Not sure which tier you needLumen
- You want more deepen budget on difficult workFlare
Certified, not claimed
Tier order isn't asserted once and left alone — it's checked continuously against production evidence.
Flash ≤ Standard ≤ Pro ≤ Ultra in judged quality is verified from real duels on live traffic, every day. If two neighbors ever stop separating beyond noise, they merge — four is a hypothesis the data has to keep earning, not doctrine.
See the full certification ladder and daily trajectory