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Audit readiness scorecard
ComplianceScore how audit-ready you are across a framework and get a prioritized punch list of what to fix before the auditor shows up.
The routing recipe
Job typeComplex reasoningPolicyBest qualityConstraintsctx ≥ 64k
routes to
NVIDIA Nemotron 3 Ultra 550B-A55B nvidia
nvidia:nvidia/nemotron-3-ultra-550b-a55b
93.7
match score
96.5
task fit
100
cost
59.5
speed
Why this model from benchmarks & capabilities
- "Complex reasoning" leans hardest on reasoning; NVIDIA Nemotron 3 Ultra 550B-A55B scores 100/100 there — top-1 of 40 chat models.
- Strength on this class of work shows up on GPQA Diamond, MMLU-Pro, BIG-Bench Hard, where NVIDIA models are competitive.
- Cost: runs on NVIDIA free credits / self-hostable NIM — effectively $0 marginal. Speed: ~70 tok/s (estimated).
- Chosen over DeepSeek V4 Pro for cheaper & faster.
| Capability the job needs | Weight | NVIDIA Nemotron 3 Ultra 550B-A55B | Catalog rank |
|---|---|---|---|
| reasoning | 1.00 | #1 of 40 | |
| math | 0.60 | #3 of 40 | |
| knowledge | 0.50 | #4 of 40 |
Relevant benchmarksGPQA Diamond MMLU-Pro BIG-Bench Hard LiveBench (reasoning)
EconomicsCost: runs on NVIDIA free credits / self-hostable NIM — effectively $0 marginal.
Speed: ~70 tok/s (estimated). vs runner-upChosen over DeepSeek V4 Pro for cheaper & faster. (DeepSeek V4 Pro, score 91.8)
Speed: ~70 tok/s (estimated). vs runner-upChosen over DeepSeek V4 Pro for cheaper & faster. (DeepSeek V4 Pro, score 91.8)
Example result
Sample input ▾
Framework: SOC 2 Type II. State: Q1 access review done, Q2 missed; MFA enforced everywhere; no formal vendor risk reviews; 3 prod deploys lack linked change tickets; IR plan exists but was never tested.
READINESS: 62/100 — close, with two real gaps.
Access Mgmt: Partial — Q2 access review overdue (do this week).
Vendor Risk: Gap — no TPRM process; auditors will ask. Stand up a basic tiering + SOC 2 collection.
Change Mgmt: Partial — link the 3 deploys to tickets or document the exception.
Incident Response: Gap — run a 30-min tabletop and save the notes (counts as a test).
Punch list (2 wks): [Security] Q2 access review; [Eng] backfill change tickets; [Compliance] vendor list + tiers; [Security] IR tabletop.
Top blocker: untested IR plan — cheapest to fix, commonly flagged.
Test it on your own data