Atlas

Models

← All models

Mercury 3

Inception Labs · 2026-10-19

Mercury 3 is Inception Labs' October 19, 2026 diffusion language model for agentic and latency-sensitive text workloads, served as mercury-3 on the OpenAI-compatible Inception API and through OpenRouter, Baseten and Vercel. Inception's model documentation lists tool calling, up to 131,072 output tokens and instant, low, medium and high reasoning effort, and advertises a 1M-token context, up from 260K for Mercury 2.5. Inception says Mercury 3 has more than 40 times the total parameters of Mercury 1, but publishes no exact parameter count or unrounded context limit.

Benchmark scores

BenchmarkScore
ALE-Bench1692
APEX-Agents 1.162.9
APEX-Agents 1.1 Pass@150.2
APEX-SWE43.1
Code Migration v1.139.3
Code Migration v1.1 - CLI28.0
Code Migration v1.1 - COBOL73.2
Code Migration v1.1 - Code Quality3.2
Code Migration v1.1 (Vals Index v2.2 subset)36.9
Concept Synth INDUCTION Challenge100 Holdout v25.0
Concept Synth INDUCTION Challenge100 Round 19.0
Concept Synth INDUCTION Challenge64 Holdout v27.8
Concept Synth INDUCTION Challenge64 Round 114.1
Design Arena Overall Code Categories1230
Excel Modeling Benchmark v1.157.9
Excel Modeling Benchmark v1.1 Comps59.3
Excel Modeling Benchmark v1.1 Dataroom79.3
Excel Modeling Benchmark v1.1 DCF41.4
Excel Modeling Benchmark v1.1 LBO47.6
Excel Modeling Benchmark v1.1 M&A57.8
Excel Modeling Benchmark v1.1 Misc58.0
Excel Modeling Benchmark v1.1 Operating61.7
Excel Modeling Benchmark v1.1 Scratch62.6
Excel Modeling Benchmark v1.1 Template53.0
Finance Agent v2.154.7
Finance Agent v2.1 - Adjustments54.1
Finance Agent v2.1 - All Pass38.5
Finance Agent v2.1 - Comparables44.9
Finance Agent v2.1 - Disclosure Analysis63.3
Finance Agent v2.1 - Earnings Analysis82.0
Loading Atlas data…