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Compare/Nemotron 3 Super 120B A12B (Reasoning) vs Granite 4.2 30B

Nemotron 3 Super 120B A12B (Reasoning)vsGranite 4.2 30B

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

NVIDIA

Nemotron 3 Super 120B A12B (Reasoning)

Input
$0.19/M
Output
$0.65/M
Speed
173 tok/s
TTFT
2.39s
IBM

Granite 4.2 30B

Input
$0.16/M
Output
$0.65/M
Speed
77 tok/s
TTFT
0.81s

Winner by Category

Cheaper
Granite 4.2 30B
Faster (tok/s)
Nemotron 3 Super 120B A12B (Reasoning)
Lower Latency
Granite 4.2 30B
Benchmarks (1-1)
Tie

Pricing Comparison

MetricNemotron 3 Super 120B A12B (Reasoning)Granite 4.2 30B
Input ($/M tokens)$0.19$0.16
Output ($/M tokens)$0.65$0.65
Cost for 1M input + 100K output tokens:
Nemotron 3 Super 120B A12B (Reasoning)$0.26
Granite 4.2 30B$0.23

Speed Comparison

Output Speed (tokens/s) — higher is better
Nemotron 3 Super 120B A12B (Reasoning)
173 tok/s
Granite 4.2 30B
77 tok/s
Time to First Token (seconds) — lower is better
Nemotron 3 Super 120B A12B (Reasoning)
2.39s
Granite 4.2 30B
0.81s

Editorial Analysis

Verdict. Nemotron 3 Super 120B A12B (Reasoning) and Granite 4.2 30B split the benchmark comparison evenly at 1–1. The tiebreaker here is price, speed, and what you actually run them on.

Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, Granite 4.2 30B is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Granite 4.2 30B makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Nemotron 3 Super 120B A12B (Reasoning) is strongest on Coding Index (37.7), Intelligence Index (13.6). Granite 4.2 30B leads on Coding Index (29.9), Intelligence Index (14.8).

Speed. On throughput, Nemotron 3 Super 120B A12B (Reasoning) generates tokens at 173 tok/s versus 77 tok/s — about 55% faster. On time-to-first-token, Granite 4.2 30B responds in 810ms vs 2390ms, which matters most for chat-style UIs.

Provider. NVIDIA and IBM sell to overlapping but distinct developer audiences: NVIDIA tends to ship frontier reasoning models with premium positioning, while IBM often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.

Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Nemotron 3 Super 120B A12B (Reasoning) costs $15.45 ($185/year); Granite 4.2 30B costs $14.55 ($175/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Nemotron 3 Super 120B A12B (Reasoning) ≈ $2.25/run, Granite 4.2 30B ≈ $2.10/run. At agent/realtime scale (200M input / 100M output per million requests): Nemotron 3 Super 120B A12B (Reasoning) ≈ $103/run, Granite 4.2 30B ≈ $97/run. Granite 4.2 30B becomes more attractive at higher volume — the absolute per-token pricing difference compounds when you ship at scale.

Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.

Head-to-head deltas

  • Benchmark wins tie exactly at 1–1. The tiebreaker on raw benchmark parity will be price, speed, or capability coverage.
  • On throughput, Nemotron 3 Super 120B A12B (Reasoning) is 2.24× faster (173 tok/s vs 77 tok/s). For streaming chat or real-time agents this alone often flips the recommendation.
  • Aggregate benchmark score (sum across 12 categories, capped at 100): Nemotron 3 Super 120B A12B (Reasoning) = 51, Granite 4.2 30B = 45. Within 15% — effectively equivalent if both meet the threshold your product requires.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
13.614.8
Coding Index
37.729.9
Math Index
——
GPQA Diamond
——
MMLU-Pro
——
LiveCodeBench
——
AIME 2025
——
MATH-500
——
Humanity's Last Exam
——
SciCode
——
IFBench
——
TerminalBench
——
Nemotron 3 Super 120B A12B (Reasoning)1 wins
1 winsGranite 4.2 30B

Frequently Asked Questions

Which is cheaper, Nemotron 3 Super 120B A12B (Reasoning) or Granite 4.2 30B?

Granite 4.2 30B is cheaper overall. Its blended price (3:1 input/output ratio) is $0.28/M tokens vs $0.30/M for Nemotron 3 Super 120B A12B (Reasoning).

Which model performs better on benchmarks?

It's a tie — both models win 1 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Nemotron 3 Super 120B A12B (Reasoning) generates tokens faster at 173 tok/s vs 77 tok/s. However, Granite 4.2 30B has lower time-to-first-token (0.81s vs 2.39s).

When should I use Nemotron 3 Super 120B A12B (Reasoning) vs Granite 4.2 30B?

Choose based on your priorities: Granite 4.2 30B for lower cost, both perform similarly on benchmarks, and Nemotron 3 Super 120B A12B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.