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Mercury 2

A diffusion-based reasoning LLM that generates text via parallel refinement (not token-by-token), delivering real-time latency with ~1k tokens/sec plus 128K context and built-in tool/JSON support.

text → text · made by Inception Labs

$0.25→$0.75per Mtok in / out
Inception Labs · 5 sellers

Sold by 5 ways

SellerLaneRate
Inception Labs apistandard$0.25per Mtok in$0.75per Mtok out$0.025per Mtok cacheddocs.inceptionlabs.ai · read 2026-08-25
Nous Research aggregatorstandard$0.25per Mtok in$0.75per Mtok out$0.025per Mtok cachedinference-api.nousresearch.com · read 2026-09-12
OpenRouter aggregatorstandard$0.25per Mtok in$0.75per Mtok out$0.025per Mtok cachedopenrouter.ai · read 2026-08-24
Vercel AI Gateway aggregatorstandard$0.25per Mtok in$0.75per Mtok out$0.025per Mtok cachedai-gateway.vercel.sh · read 2026-08-25
Venice AI aggregatorstandard$0.31per Mtok in$0.94per Mtok out$0.031per Mtok cachedmodels.dev · read 2026-10-31

Measured 18 standings

PlaceBoardMetricScore
81stof 132Ale bench — Epoch AIPerformance785.58
87thof 111Vectara Hallucination LeaderboardHallucination Rate12.3
93rdof 93Design Arena · asciiart (models)Elo986
99thof 173Weirdml — Epoch AIAccuracy43.2
108thof 131Artificial Analysis · Agentic IndexIndex1.6
109thof 114Design Arena · svg (models)Elo999
120thof 163Artificial Analysis · Coding IndexIndex31.1
133rdof 135Webdev arena — Epoch AIArena Score1166.59
135thof 150Design Arena · 3d (models)Elo975
138thof 141LMArena · WebDevScore (Elo)1171
140thof 154Design Arena · dataviz (models)Elo1016
142ndof 157Design Arena · uicomponent (models)Elo992
146thof 163Design Arena · codecategories (models)Elo1019
148thof 169Design Arena · website (models)Elo1036
149thof 162Design Arena · gamedev (models)Elo979
182ndof 260Critpt — Epoch AIAccuracy0.849
192ndof 235Scicode — Epoch AIScore38.657
225thof 414LMArena · TextScore (Elo)1344

About

Mercury 2 — a text model from Inception Labs, sold by 5 companies from $0.25 in and $0.75 out per million tokens, placed 225th of 414 on LMArena · Text.

It takes text and returns text, with a context window of 128,000 tokens. It was published in February 2026, trained on material up to 2025. Its sellers say it can reason step by step and call a tool. The catalogue files it under code. Five companies sell it. The cheapest is $0.25 in and $0.75 out per million tokens at Inception Labs. It has been measured on 18 boards, and stands best at 225th of 414 on LMArena · Text.

Every current figure

Maker
Inception Labs
Register
model
Takes
text
Returns
text
Context
128,000 tokens
Published
February 2026
Knowledge to
2025
Licence
not read
Sellers
5
Price
$0.25 in and $0.75 out per million tokens — Inception Labs
Boards
18
Best place
225th of 414 — LMArena · Text

Known as 2 names

mercury-2inception/mercury-2