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Mercury 2

Inception Labs · 2026-02-24

Mercury 2 is Inception Labs' diffusion-based reasoning language model, announced in February 2026 with tunable reasoning, native tool use, and structured JSON output. Unlike autoregressive models, it generates text through parallel refinement, producing multiple tokens simultaneously. Mercury 2 supports a 128K-token context window and is designed for high-throughput production reasoning workloads.

Benchmark scores

BenchmarkScore
AA-LCR36.3
AA-Omniscience Index-52.3
ALE-Bench1190
Arena Code WebDev — Brand & Marketing1151
Arena Code WebDev — Consumer Product1155
Arena Code WebDev — Data & Analytics1143
Arena Code WebDev — Gaming1196
Arena Code WebDev — HTML1199
Arena Code WebDev — React1156
Arena Code WebDev — Reference-Based Design1176
Arena Text — Business, Management & Financial Ops (No Style Control)1352
Arena Text — Creative Writing (No Style Control)1295
Arena Text — English (No Style Control)1379
Arena Text — Entertainment, Sports & Media (No Style Control)1319
Arena Text — Exclude Ties (No Style Control)1315
Arena Text — Exclude Ties (Style Controlled)1299
Arena Text — Expert (No Style Control)1356
Arena Text — Hard Prompts (No Style Control)1363
Arena Text — Hard Prompts English (No Style Control)1378
Arena Text — Instruction Following (No Style Control)1323
Arena Text — Life, Physical & Social Science (No Style Control)1346
Arena Text — Longer Query (No Style Control)1328
Arena Text — Medicine & Healthcare (No Style Control)1370
Arena Text — Multi-turn (No Style Control)1356
Arena Text — Non-English (No Style Control)1332
Arena Text — Non-English (Style Controlled)1325
Arena Text — Russian (No Style Control)1304
Arena Text — Software & IT Services (No Style Control)1386
Arena Text — Writing, Literature & Language (No Style Control)1304
Arena Text Overall — 25% Factuality1372
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