Inception

Mercury 2.5

Inception Mercury 2.5: diffusion-based LLM delivering very high output throughput.

#346released Jul 30, 2026·Proprietary·Not disclosed
text128K ctx
API providersRun Model →Leaderboard
Intelligence
55.0 #346
Top 47% tier
Output Speed
105 t/s
TTFT 220 ms · ITL 9.5 ms/tok
Blended price (3:1)
$1.333 /1M
In $1/M · Out $3/M
Context
128K
≈ 320 A4 pages · max out 8,192

Quality Domain Radar

6-Axis Frontier Evaluation vs Category Average & Flagship

Mercury 2.5
Claude Mythos Preview (#1)
Average (68)
Coding (40)Mathematics (51)Hard Science (GPQA) (35)Agentic & Tool Use (53)Knowledge (MMLU) (45)Vision / Multimodal (30)

Radar axes are approximated from category scores where direct benchmark measurements are missing — see Methodology.

API deployment

Compare hosts & latency

Throughput, TTFT and cache pricing across Groq, Cerebras, Together, DeepInfra, Fireworks, Bedrock and Azure.

GroqCerebrasTogether AIDeepInfraFireworks AIAWS BedrockAzure AI
View providers matrix →

Scores by Source

Model Details

Release date
Jul 30, 2026
Parameters
Not disclosed
License
Proprietary
Context Window
128,000 tokens
Input Price
$1/M
Output Price
$3/M
Output Speed
105 t/s
Time to First Token
220 ms

Estimated monthly bill

Estimated monthly spend
$0.00
Calculating savings vs GPT-4o...

Cite & embed

GitHub Markdown badge
Loading badge markdown...
BibTeX
@misc{llmpodium2026mercury25,
  title = {Benchmark Analysis and Intelligence Evaluation of Mercury 2.5},
  author = {LLMPodium Research},
  year = {2026},
  url = {https://llmpodium.com/models/mercury-2-5}
}

Embed Score Badge

Add a live Podium Score badge to your GitHub or Hugging Face README — it links back to the live ranking.

Preview
Mercury 2.5 LLMPodium Score
Markdown
Loading badge snippet...
HTML
Loading badge snippet...

More from Inception

Alternative Models

Closest alternatives to Mercury 2.5 based on capabilities, pricing, and benchmark scores.

0 / 4