Mercury 2.5 is Inception's language model with a 260K context window and up to 66K output tokens, available from 3 providers, starting at $0.04 / 1M input and $0.15 / 1M output. A diffusion-based large language model that generates and refines multiple tokens in parallel rather than sequentially, enabling fast reasoning with tool-use support.
Specifications
Canonical IDinception-mercury-2-5
TypeLanguage
StatusActive
CreatorInceptionInception
Providers
Context Window260K tokens
Max Output66K tokens
Input ModalitiesText
Output ModalitiesText
Reasoning Effortsdefault
Release Date · 1 month ago
Benchmarks
Intelligence Index
#271
HLE
#212
Time to First Token
#535
SciCode
#205
LCR
#131
Output TPS
#2

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities5/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema✓
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Inception logo
Inception
inception/mercury-2.5
$0.2$0.75$0.02
OpenRouter logo
OpenRouter
inception/mercury-2.5
$0.04$0.15$0.004
Vercel AI Gateway logo
Vercel AI Gateway
inception/mercury-2.5
$0.04$0.15$0.004

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Mercury 2.5260K$0.040$0.150Current
Mercury 2.5 Preview260K——Available
Mercury 2128K$0.250$0.750Available
Mercury 2 Edit—32K$0.250$0.750Available
Mercury Coder Small Beta32K$0.250$1.00Available
Mercury————Available
Mercury Coder————Available

Model IDs

inception-mercury-2-5
inception/mercury-2.5
mercury-2-5
openrouter/inception/mercury-2.5