Agents-A1 vs Nemotron 3 Ultra
Head-to-head comparison across 4benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Nemotron 3 Ultra leads for most workloads by a narrow margin.
Based on BenchLM composite scores, July 2026.
Agents-A1
63
Nemotron 3 Ultra
64
Verified leaderboard positions: Agents-A1 unranked · Nemotron 3 Ultra #23
Pick Nemotron 3 Ultra if you want the stronger benchmark profile. Agents-A1 only becomes the better choice if agentic is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Agents-A1 | Δ | Nemotron 3 Ultra |
|---|---|---|---|
| Agentic | 75.5 | ← 24.2 | 51.3 |
| Inst. Following | 94.8 | ← 13.1 | 81.7 |
| Knowledge | 47.6 | → 6.6 | 54.2 |
| Reasoning | 60.2 | → 1.7 | 61.9 |
| Coding | — | — | 75.5 |
| Multilingual | — | — | 83.0 |
Operational Comparison
Agents-A1
Nemotron 3 Ultra
N/A
$0 / $0
N/A
N/A
N/A
N/A
262K
1M
Quick Verdict
Pick Nemotron 3 Ultra if you want the stronger benchmark profile. Agents-A1 only becomes the better choice if agentic is the priority.
Nemotron 3 Ultra finishes one point ahead on BenchLM's provisional leaderboard, 64 to 63. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.
Nemotron 3 Ultra's sharpest advantage is in knowledge, where it averages 54.2 against 47.6. The single biggest benchmark swing on the page is BrowseComp, 75.5% to 44.4%. Agents-A1 does hit back in agentic, so the answer changes if that is the part of the workload you care about most.
Nemotron 3 Ultra gives you the larger context window at 1M, compared with 262K for Agents-A1.
Benchmark Deep Dive
Frequently Asked Questions (5)
Which is better, Agents-A1 or Nemotron 3 Ultra?
Nemotron 3 Ultra is ahead on BenchLM's provisional leaderboard, 64 to 63. The biggest single separator in this matchup is BrowseComp, where the scores are 75.5% and 44.4%.
Which is better for knowledge tasks, Agents-A1 or Nemotron 3 Ultra?
Nemotron 3 Ultra has the edge for knowledge tasks in this comparison, averaging 54.2 versus 47.6. Inside this category, HLE is the benchmark that creates the most daylight between them.
Which is better for reasoning, Agents-A1 or Nemotron 3 Ultra?
Nemotron 3 Ultra has the edge for reasoning in this comparison, averaging 61.9 versus 60.2. Inside this category, LongBench v2 is the benchmark that creates the most daylight between them.
Which is better for agentic tasks, Agents-A1 or Nemotron 3 Ultra?
Agents-A1 has the edge for agentic tasks in this comparison, averaging 75.5 versus 51.3. Inside this category, BrowseComp is the benchmark that creates the most daylight between them.
Which is better for instruction following, Agents-A1 or Nemotron 3 Ultra?
Agents-A1 has the edge for instruction following in this comparison, averaging 94.8 versus 81.7. Nemotron 3 Ultra stays close enough that the answer can still flip depending on your workload.
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