✎
Outreach personalizer
MarketingGenerate personalized, on-brand cold emails at volume from a prospect's company + trigger event — without sounding like a template.
The routing recipe
Job typeCreative & marketingPolicyCheapest that passes
routes to
Llama 3.1 Nemotron Ultra 253B v1 nvidia
nvidia:nvidia/llama-3.1-nemotron-ultra-253b-v1
92
match score
90.3
task fit
100
cost
53.4
speed
Why this model from benchmarks & capabilities
- "Creative & marketing" leans hardest on creative; Llama 3.1 Nemotron Ultra 253B v1 scores 87/100 there — top-1 of 32 chat models.
- Strength on this class of work shows up on EQ-Bench, LMArena (human preference), where NVIDIA models are competitive.
- Cost: runs on NVIDIA free credits / self-hostable NIM — effectively $0 marginal. Speed: ~45 tok/s (estimated).
- Chosen over Qwen3 Coder 480B-A35B Instruct for higher task-fit (90.3 vs 86.7).
| Capability the job needs | Weight | Llama 3.1 Nemotron Ultra 253B v1 | Catalog rank |
|---|---|---|---|
| creative | 1.00 | #1 of 32 | |
| instruction | 0.70 | #1 of 32 | |
| knowledge | 0.50 | #7 of 32 |
Relevant benchmarksEQ-Bench LMArena (human preference)
EconomicsCost: runs on NVIDIA free credits / self-hostable NIM — effectively $0 marginal.
Speed: ~45 tok/s (estimated). vs runner-upChosen over Qwen3 Coder 480B-A35B Instruct for higher task-fit (90.3 vs 86.7). (Qwen3 Coder 480B-A35B Instruct, score 91.8)
Speed: ~45 tok/s (estimated). vs runner-upChosen over Qwen3 Coder 480B-A35B Instruct for higher task-fit (90.3 vs 86.7). (Qwen3 Coder 480B-A35B Instruct, score 91.8)
Example result
Sample input ▾
Prospect: Series B fintech, just posted a 'Security Engineer - Compliance' job. Trigger: hiring for compliance = scaling pains.
Subject: Compliance hire = audit pressure?
Hi Sam — saw you're hiring a Security Engineer for compliance. Usually that means a SOC 2 or ISO push is landing on someone's plate fast. icompaas gets fintechs your size audit-ready by auto-mapping your stack to the controls and collecting evidence continuously — so your new hire ships the program instead of chasing screenshots. Worth 20 minutes to see if it'd save your team a quarter? I can send times.
Test it on your own data