MiscSubjects

Inception: Mercury 2

Mercury 2 is an extremely fast reasoning LLM, and the first reasoning diffusion LLM (dLLM).

InceptionMercury 2
inception/mercury-2
2026-03-04text->textreasoning: high / medium / low / none
Coding index
31.1
Artificial Analysis
Agentic index
1.6
Artificial Analysis
Design Arena
986 Elo · #74
asciiart · 24.2% wins
Input
$0.25
per 1M tokens
Output
$0.75
per 1M tokens
Cached input
$0.02
per 1M tokens
Context
128K
tokens it reads
Max output
50K
tokens it writes
Mercury 2 is an extremely fast reasoning LLM, and the first reasoning diffusion LLM (dLLM). Instead of generating tokens sequentially, Mercury 2 produces and refines multiple tokens in parallel, achieving...
inspect — the catalog entry
{
  "id": "inception/mercury-2",
  "canonical_slug": "inception/mercury-2-20260304",
  "hugging_face_id": null,
  "name": "Inception: Mercury 2",
  "created": 1772636275,
  "description": "Mercury 2 is an extremely fast reasoning LLM, and the first reasoning diffusion LLM (dLLM). Instead of generating tokens sequentially, Mercury 2 produces and refines multiple tokens in parallel, achieving...",
  "context_length": 128000,
  "architecture": {
    "modality": "text->text",
    "input_modalities": [
      "text"
    ],
    "output_modalities": [
      "text"
    ],
    "tokenizer": "Other",
    "instruct_type": null
  },
  "pricing": {
    "prompt": "0.00000025",
    "completion": "0.00000075",
    "input_cache_read": "0.000000025"
  },
  "top_provider": {
    "context_length": 128000,
    "max_completion_tokens": 50000,
    "is_moderated": false
  },
  "per_request_limits": null,
  "supported_parameters": [
    "include_reasoning",
    "max_tokens",
    "reasoning",
    "reasoning_effort",
    "response_format",
    "stop",
    "structured_outputs",
    "temperature",
    "tool_choice",
    "tools"
  ],
  "default_parameters": {
    "temperature": 0.75,
    "top_p": null,
    "top_k": null,
    "frequency_penalty": null,
    "presence_penalty": null,
    "repetition_penalty": null
  },
  "supported_voices": null,
  "knowledge_cutoff": null,
  "expiration_date": "2026-11-08",
  "links": {
    "details": "/api/v1/models/inception/mercury-2-20260304/endpoints"
  },
  "endpoints": [
    "/api/v1/chat/completions",
    "/api/v1/completions",
    "/api/v1/messages",
    "/api/v1/responses"
  ],
  "benchmarks": {
    "design_arena": [
      {
        "arena": "models",
        "category": "3d",
        "elo": 974,
        "win_rate": 21.1,
        "rank": 118
      },
      {
        "arena": "models",
        "category": "asciiart",
        "elo": 986,
        "win_rate": 24.2,
        "rank": 74
      },
      {
        "arena": "models",
        "category": "codecategories",
        "elo": 1019,
        "win_rate": 21.2,
        "rank": 125
      },
      {
        "arena": "models",
        "category": "dataviz",
        "elo": 1015,
        "win_rate": 22.9,
        "rank": 116
      },
      {
        "arena": "models",
        "category": "gamedev",
        "elo": 979,
        "win_rate": 18.4,
        "rank": 126
      },
      {
        "arena": "models",
        "category": "svg",
        "elo": 1001,
        "win_rate": 24.8,
        "rank": 90
      },
      {
        "arena": "models",
        "category": "uicomponent",
        "elo": 993,
        "win_rate": 19.6,
        "rank": 120
      },
      {
        "arena": "models",
        "category": "website",
        "elo": 1036,
        "win_rate": 22.2,
        "rank": 127
      }
    ],
    "artificial_analysis": {
      "intelligence_index": null,
      "coding_index": 31.1,
      "agentic_index": 1.6
    }
  },
  "reasoning": {
    "mandatory": false,
    "default_enabled": true,
    "supported_efforts": [
      "high",
      "medium",
      "low",
      "none"
    ],
    "default_effort": "medium"
  }
}
References (1)
  1. Stored model catalog — Nov 5, 2026
Via
OpenRouter
Id
openrouter/inception/mercury-2
Model id
inception/mercury-2
Name
Inception: Mercury 2
Description
Mercury 2 is an extremely fast reasoning LLM, and the first reasoning diffusion LLM (dLLM).
Family
inception
Canonical slug
inception/mercury-2-20260304
Price in
0.25
Price out
0.75
Price cache read
0.024999999999999998
Price cache write
null
Price cache write 1h
null
Price web search
null
Price overrides
[]
Context
128000
Max completion tokens
50000
Modality
text->text
Input modalities
["text"]
Output modalities
["text"]
Tokenizer
Other
Knowledge cutoff
null
Created
1772636275
Moderated
false
Params
["include_reasoning","max_tokens","reasoning","reasoning_effort","response_format","stop","structured_outputs","temperature","tool_choice","tools"]
Default parameters
{"temperature":0.75,"top_p":null,"top_k":null,"frequency_penalty":null,"presence_penalty":null,"repetition_penalty":null}
Tools
true
Reasoning
true
Reasoning efforts
["high","medium","low","none"]
Reasoning default effort
medium
Reasoning mandatory
false
Reasoning default enabled
true
Vision
false
Expiration date
2026-11-08
Page dataOpen JSON
page.json
{
  "schema": "page/1",
  "id": "model:openrouter/inception/mercury-2",
  "kind": "AIModel",
  "title": "Inception: Mercury 2",
  "layout": "item",
  "status": "published",
  "summary": "Mercury 2 is an extremely fast reasoning LLM, and the first reasoning diffusion LLM (dLLM).",
  "body": [
    {
      "type": "model",
      "id": "inception/mercury-2"
    }
  ],
  "hero": "",
  "facts": {
    "via": "OpenRouter",
    "id": "openrouter/inception/mercury-2",
    "model_id": "inception/mercury-2",
    "name": "Inception: Mercury 2",
    "description": "Mercury 2 is an extremely fast reasoning LLM, and the first reasoning diffusion LLM (dLLM).",
    "family": "inception",
    "canonical_slug": "inception/mercury-2-20260304",
    "price_in": 0.25,
    "price_out": 0.75,
    "price_cache_read": 0.024999999999999998,
    "price_cache_write": null,
    "price_cache_write_1h": null,
    "price_web_search": null,
    "price_overrides": [],
    "context": 128000,
    "max_completion_tokens": 50000,
    "modality": "text->text",
    "input_modalities": [
      "text"
    ],
    "output_modalities": [
      "text"
    ],
    "tokenizer": "Other",
    "knowledge_cutoff": null,
    "created": 1772636275,
    "moderated": false,
    "params": [
      "include_reasoning",
      "max_tokens",
      "reasoning",
      "reasoning_effort",
      "response_format",
      "stop",
      "structured_outputs",
      "temperature",
      "tool_choice",
      "tools"
    ],
    "default_parameters": {
      "temperature": 0.75,
      "top_p": null,
      "top_k": null,
      "frequency_penalty": null,
      "presence_penalty": null,
      "repetition_penalty": null
    },
    "tools": true,
    "reasoning": true,
    "reasoning_efforts": [
      "high",
      "medium",
      "low",
      "none"
    ],
    "reasoning_default_effort": "medium",
    "reasoning_mandatory": false,
    "reasoning_default_enabled": true,
    "vision": false,
    "expiration_date": "2026-11-08"
  },
  "sources": [
    {
      "title": "Stored model catalog",
      "url": "https://openrouter.ai/api/v1/models",
      "date": "2026-11-05T10:17:09.788Z"
    }
  ],
  "widgets": [],
  "members": [],
  "relations": [
    {
      "ref": "provider:inceptionlabs.ai",
      "rel": "published by"
    }
  ],
  "media": [],
  "tags": [],
  "query": {},
  "created": "2026-11-05T10:17:09.788Z",
  "updated": "2026-11-05T10:17:09.788Z",
  "provenance": {
    "store": "model-catalog",
    "id": "openrouter/inception/mercury-2",
    "key": "state/models/catalogue.json",
    "original_id": "openrouter/inception/mercury-2",
    "source_kind": "AIModel",
    "source_provider": "OpenRouter",
    "hash": "a6397668f721ab46e8fd95c575ab9ab4efc98de14b860488294fd5630943df9a"
  },
  "version": "5eb210861bdd4cdb6b8caf7bbd2a836d5524d4aeed270887b8874c7fce66c691"
}