Inception model product
Mercury 2 is a reasoning LLM from Inception built on diffusion-based language model (dLLM) architecture, with tool usage, JSON output, and a 128K context window.
Updated Sep 8, 2026. Default version: Mercury 2
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for Mercury 2.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkSciCode | Score38.00% | Rank18 | Participants24 | Percentile26.09% | EvidenceC | Evaluated |
| BenchmarkTau2 Airline | Score53.00% | Rank20 | Participants24 | Percentile17.39% | EvidenceC | Evaluated |
| BenchmarkIFBench | Score71.00% | Rank23 | Participants39 | Percentile42.11% | EvidenceC | Evaluated |
| BenchmarkLiveCodeBench | Score67.00% | Rank26 | Participants75 | Percentile66.22% | EvidenceC | Evaluated |
| BenchmarkAIME 2025 | Score91.10% | Rank44 | Participants119 | Percentile63.56% | EvidenceC | Evaluated |
| BenchmarkLM Arena Webdev | Score1,166.19 rating | Rank94 | Participants97 | Percentile3.13% | EvidenceA | Evaluated |
| BenchmarkLM Arena Text Factuality | Score1,371.21 rating | Rank114 | Participants121 | Percentile5.83% | EvidenceA | Evaluated |
| BenchmarkGPQA | Score74.00% | Rank124 | Participants247 | Percentile50.00% | EvidenceC | Evaluated |
| BenchmarkLM Arena Text | Score1,357.63 rating | Rank130 | Participants210 | Percentile38.28% | EvidenceA | Evaluated |
| BenchmarkLM Arena Text Style Control | Score1,346.51 rating | Rank147 | Participants210 | Percentile30.14% | EvidenceA | Evaluated |
Preference and agent-evaluation results for the default version.
Arena | Category | Rank | Rating / score | Votes | Observations | Result date |
|---|
| Arenawebdev | Categorywebdev-react | Rank82 | Rating / score1,155.25 | Votes804 | ObservationsN/A | Result date |
| Arenawebdev | Categorywebdev-html | Rank93 | Rating / score1,198.57 | Votes103 | ObservationsN/A | Result date |
| Arenawebdev | Categoryoverall | Rank94 | Rating / score1,166.19 | Votes908 | ObservationsN/A | Result date |
| Arenawebdev | Categorywebdev | Rank94 | Rating / score1,166.19 | Votes908 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryenglish | Rank112 | Rating / score1,392.82 | Votes1,128 | ObservationsN/A | Result date |
| Arenatext | Categorychinese | Rank114 | Rating / score1,412.02 | Votes200 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryexclude ties | Rank114 | Rating / score1,340.06 | Votes2,117 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryhard prompts | Rank114 | Rating / score1,386.30 | Votes1,743 | ObservationsN/A | Result date |
| Arenatext factuality | Categorynon english | Rank114 | Rating / score1,349.83 | Votes1,872 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryoverall | Rank114 | Rating / score1,371.21 | Votes3,042 | ObservationsN/A | Result date |
| Arenatext | Categorycoding | Rank123 | Rating / score1,390.52 | Votes758 | ObservationsN/A | Result date |
| Arenatext | Categoryenglish | Rank123 | Rating / score1,382.34 | Votes1,170 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry business and management and financial operations | Rank124 | Rating / score1,351.85 | Votes479 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry software and it services | Rank125 | Rating / score1,385.49 | Votes1,054 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry medicine and healthcare | Rank126 | Rating / score1,368.69 | Votes225 | ObservationsN/A | Result date |
| Arenatext style control | Categorychinese | Rank127 | Rating / score1,401.79 | Votes200 | ObservationsN/A | Result date |
| Arenatext | Categorymulti turn | Rank128 | Rating / score1,356.76 | Votes518 | ObservationsN/A | Result date |
| Arenatext | Categoryhard prompts english | Rank129 | Rating / score1,376.48 | Votes701 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry entertainment and sports and media | Rank129 | Rating / score1,321.32 | Votes655 | ObservationsN/A | Result date |
| Arenatext | Categoryoverall | Rank130 | Rating / score1,357.63 | Votes3,043 | ObservationsN/A | Result date |
| Arenatext | Categoryexpert | Rank132 | Rating / score1,356.23 | Votes233 | ObservationsN/A | Result date |
| Arenatext | Categoryhard prompts | Rank132 | Rating / score1,362.83 | Votes1,743 | ObservationsN/A | Result date |
| Arenatext | Categoryexclude ties | Rank133 | Rating / score1,315.63 | Votes2,118 | ObservationsN/A | Result date |
| Arenatext | Categorynon english | Rank135 | Rating / score1,332.42 | Votes1,873 | ObservationsN/A | Result date |
| Arenatext | Categoryinstruction following | Rank138 | Rating / score1,324.24 | Votes839 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry life and physical and social science | Rank139 | Rating / score1,350.24 | Votes461 | ObservationsN/A | Result date |
| Arenatext | Categorylonger query | Rank141 | Rating / score1,331.37 | Votes844 | ObservationsN/A | Result date |
| Arenatext style control | Categorycoding | Rank141 | Rating / score1,393.71 | Votes758 | ObservationsN/A | Result date |
| Arenatext style control | Categoryenglish | Rank142 | Rating / score1,370.14 | Votes1,170 | ObservationsN/A | Result date |
| Arenatext style control | Categoryindustry entertainment and sports and media | Rank142 | Rating / score1,315.47 | Votes655 | ObservationsN/A | Result date |
Official vendor API pricing appears first, followed by individual provider offers.
Provider | Provider model ID | Region | Input / 1M | Output / 1M | Context | Updated |
|---|
| ProviderNanoGPT | Provider model IDmercury-2 | Regionglobal | Input / 1M$0.25 | Output / 1M$0.75 | Context128K | Updated |
| ProviderInception | Provider model IDmercury-2 | Regionglobal | Input / 1M$0.25 | Output / 1M$0.75 | Context128K | Updated |
| ProviderOpenRouter | Provider model IDinception/mercury-2 | Regionglobal | Input / 1M$0.25 | Output / 1M$0.75 | Context128K | Updated |
| ProviderVercel AI Gateway | Provider model IDinception/mercury-2 | Regionglobal | Input / 1M$0.25 | Output / 1M$0.75 | Context128K | Updated |
| ProviderVenice AI | Provider model IDmercury-2 | Regionglobal | Input / 1M$0.3125 | Output / 1M$0.9375 | Context128K | Updated |
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
Provider-specific output speed and catalog latency for Mercury 2. Runtime does not affect the capability score.
Provider | Output Speed | Catalog Latency | Max Input | Max Output | Updated |
|---|
| ProviderInception | Output Speed346.33 tok/s | Catalog Latency1.64 s | Max Input128K | Max Output8.2K | Updated |
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
Technical details for the model's default version.
Available versions of this model. The score column identifies the version used in the overall ranking.
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionMercury 2 | Released | LLMBoard37.76 | ParametersN/A | Context128K | Max output8.2K | Open weightsNo | LicenseProprietary |
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
Key information about Mercury 2 and its available data.
Mercury 2 is a reasoning LLM from Inception built on diffusion-based language model (dLLM) architecture. It refines multiple text blocks simultaneously rather than generating text token-by-token and supports tool usage, JSON output, and a 128K context window.
Data as of 2026-09-08.
Common questions about Mercury 2.
Mercury 2's default version was released on Feb 24, 2026.
Mercury 2's official API price is $0.25 per million input tokens and $0.75 per million output tokens via Inception. The lowest tracked third-party offer starts at $0.25 input and $0.75 output via NanoGPT.
Mercury 2 was created by Inception.
The default version has a 128K token context window.
No. The default version is not marked as having publicly available weights.
5 provider offerings are linked to the default version.