Compare / head-to-head
MAI-Thinking-1vsNVIDIA Nemotron 3 Super 120B-A12B
MAI-Thinking-1 leads 3 of 3 shared benchmarks. NVIDIA Nemotron 3 Super 120B-A12B has the larger context window (1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
3 – 0
MAI-Thinking-1 leads
Cheaper per token
—
list price, input + output
Larger context
NVIDIA Nemotron 3 Super 120B-A12B
1M tokens
Provider uptime (30d)
— · 100%
Microsoft · NVIDIA
MAI-Thinking-1
Microsoft · released 2026-08-12
text
- Context
- 256K
- Max out
- 64K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 15 · 7 core
NVIDIA Nemotron 3 Super 120B-A12B
NVIDIA · released 2026-03-11
text
- Context
- 1M
- Max out
- —
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 10 · 8 core
Quality
Benchmark matrix
3 shared · 12 only MAI-Thinking-1 · 7 only NVIDIA Nemotron 3 Super 120B-A12B| Benchmark | MAI-Thinking-1 | NVIDIA Nemotron 3 Super 120B-A12B | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 3 | ||||
| SWE-bench Verified | 73.5% ↗ | 60.47% ↗ | +13 pt | MAI-Thinking-1 |
| MMLU-Pro | 85% ↗ | 83.73% ↗ | +1.3 pt | MAI-Thinking-1 |
| AIME 2025 | 97% ↗ | 90.21% ↗ | +6.8 pt | MAI-Thinking-1 |
| Only MAI-Thinking-1 reports · 12 | ||||
| GPQA Diamond | 84.2% ↗ | not reported | — | — |
| AIME 2026 | 94.5% ↗ | not reported | — | — |
| AdvancedIF | 85% ↗ | not reported | — | — |
| BFCL v3 | 72% ↗ | not reported | — | — |
| GraphWalks (<=128K) | 90% ↗ | not reported | — | — |
| HMMT February 2026 | 84.9% ↗ | not reported | — | — |
| IFBench | 69% ↗ | not reported | — | — |
| LiveCodeBench v6 | 87.7% ↗ | not reported | — | — |
| MultiChallenge | 53% ↗ | not reported | — | — |
| SimpleQA Verified | 31% ↗ | not reported | — | — |
| SWE-bench Pro | 52.8% ↗ | not reported | — | — |
| Terminal-Bench 2.0 | 46% ↗ | not reported | — | — |
| Only NVIDIA Nemotron 3 Super 120B-A12B reports · 7 | ||||
| Humanity's Last Exam (no tools) | not reported | 18.26% ↗ | — | — |
| LMArena Elo | not reported | 1377.9 ↗ | — | — |
| GPQA (no tools) | not reported | 79.23% ↗ | — | — |
| GPQA (with tools) | not reported | 82.7% ↗ | — | — |
| Humanity's Last Exam (with tools) | not reported | 22.82% ↗ | — | — |
| LiveCodeBench | not reported | 81.19% ↗ | — | — |
| Terminal-Bench Core 2.0 | not reported | 31% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is MAI-Thinking-1 minus NVIDIA Nemotron 3 Super 120B-A12B in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | MAI-Thinking-1 | NVIDIA Nemotron 3 Super 120B-A12B | Edge |
|---|---|---|---|
| Context window | 256K tokens | 1M tokens | NVIDIA Nemotron 3 Super 120B-A12B |
| Max output | 64K tokens | — | — |
| Input price / 1M | — | — | — |
| Output price / 1M | — | — | — |
| Cached input / 1M | — | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | — | — | — |
| Modalities | text | text | Tie |
| Released | 2026-08-12 | 2026-03-11 | — |
| Cited benchmark scores | 15 | 10 | — |
Reliability
Provider status
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