@@ -1818,10 +1818,11 @@ const DEEPSEEK_V4_FLASH_MODEL = {
18181818 * parallel worker subagents that share its prompt cache, and verifies the
18191819 * combined result itself. Several requests in flight at once is the whole
18201820 * point, which is why it cannot ride the Flash row.
1821- * - It is served by DeepSeek's own API. A move to Luminal (2026-10-24,
1822- * web/src/llm-api/fast-mode-luminal.ts) was rolled back the same night:
1823- * under production load Luminal decoded at a p50 of 137 tok/s against
1824- * direct's ~220, and this row is sold on speed.
1821+ * - It is served by Pareto with DeepSeek's own API behind it (2026-10-24,
1822+ * web/src/llm-api/deepseek-pareto.ts): Pareto decodes as fast as direct
1823+ * (p50 ~224 tok/s) at about half the cost, and the Flash row is held to
1824+ * ~130 tok/s there so this row stays the fast one. A move to Luminal the
1825+ * same night was rolled back: under load Luminal decoded at a p50 of 137.
18251826 *
18261827 * Priced on DeepSeek's own clock (freebuff-freebucks.ts): 50 Freebucks in
18271828 * the weekday window where DeepSeek direct doubles, 25 the rest of the time.
@@ -1841,7 +1842,7 @@ const DEEPSEEK_V4_FLASH_FAST_MODEL = {
18411842 displayName : 'DeepSeek V4.1 Flash Fast 10/17' ,
18421843 tagline : 'Parallel agents' ,
18431844 taglineTooltip :
1844- 'Gathers context with parallel subagents. Runs on DeepSeek’s own API. ' ,
1845+ 'Gathers context with parallel subagents.' ,
18451846 availability : 'always' ,
18461847 // Inert while `always`; names the row this one is a variant of.
18471848 unavailableFallback : FREEBUFF_DEEPSEEK_V4_FLASH_MODEL_ID ,
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