Model comparison
Nemotron 3 Super vs Step 3.5 Flash
Step 3.5 Flash is the stronger model overall, scoring 42.3 to 40.1 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Nemotron 3 Super scores higher in 0 categories and Step 3.5 Flash in 8 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Step 3.5 Flash leads 22.2 to 18.7.
- The biggest single-benchmark swing is NYT Connections (extended): 15.4% for Nemotron 3 Super and 28.4% for Step 3.5 Flash.
- Step 3.5 Flash is cheaper at $0.10 / $0.30 per million input/output tokens, against $0.08 / $0.45 for Nemotron 3 Super.
- Nemotron 3 Super accepts more context: 262K tokens versus 256K.
Side by side
| Nemotron 3 Super | Step 3.5 Flash | |
|---|---|---|
| Provider | NVIDIA | StepFun |
| Noometry Index | 40.1 | 42.3 |
| Released | 2026-03-11 | 2026-01-29 |
| Weights | Open | Open |
| Context window | 262K | 256K |
| Max output | 131K | 256K |
| Input $ / M tokens | $0.08 | $0.10 |
| Output $ / M tokens | $0.45 | $0.30 |
| Results tracked | 21 | 19 |
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Category by category
Coding Step 3.5 Flash leads
Nemotron 3 Super: 39.4 (#158), Step 3.5 Flash: 42.4 (#105)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| LMArena Coding | 1403 | 1436 |
| SciCode | 36% | — |
| WeirdML | 38% | — |
| ALE-Bench | 213.9 | — |
Reasoning Step 3.5 Flash leads
Nemotron 3 Super: 18.7 (#276), Step 3.5 Flash: 22.2 (#202)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| NYT Connections (extended) | 15.4% | 28.4% |
| LMArena Hard Prompts | 1386 | 1411 |
| CritPt | 3.1% | — |
Math Step 3.5 Flash leads
Nemotron 3 Super: 39.6 (#101), Step 3.5 Flash: 42.6 (#84)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | 60.4% | 66.8% |
| LMArena Math | 1380 | 1408 |
Knowledge Too close to call
Nemotron 3 Super: 38.9 (#139), Step 3.5 Flash: 39.6 (#132)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| LMArena Expert | 1398 | 1421 |
Multilingual Step 3.5 Flash leads
Nemotron 3 Super: 48.4 (#144), Step 3.5 Flash: 50.5 (#119)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| LMArena Non-English | 1355 | 1385 |
| LMArena Chinese | 1432 | 1447 |
| LMArena French | 1405 | 1421 |
| LMArena German | 1341 | 1405 |
| LMArena Russian | 1336 | 1385 |
| LMArena Spanish | 1417 | 1419 |
| LMArena Japanese | — | 1354 |
| LMArena Korean | — | 1352 |
Instruction Following Step 3.5 Flash leads
Nemotron 3 Super: 71.2 (#154), Step 3.5 Flash: 73.1 (#124)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| LMArena Instruction Following | 1347 | 1385 |
Long Context Step 3.5 Flash leads
Nemotron 3 Super: 41.5 (#139), Step 3.5 Flash: 42.8 (#117)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| LMArena Longer Query | 1362 | 1402 |
Writing & Preference Step 3.5 Flash leads
Nemotron 3 Super: 55.9 (#140), Step 3.5 Flash: 58.8 (#113)
| Benchmark | Nemotron 3 Super | Step 3.5 Flash |
|---|---|---|
| LMArena Text | 1378 | 1403 |
| LMArena Creative Writing | 1317 | 1357 |
| LMArena Multi-Turn | 1369 | 1405 |
Frequently asked questions
Is Nemotron 3 Super better than Step 3.5 Flash?
Step 3.5 Flash is the stronger model overall, scoring 42.3 to 40.1 on the Noometry Index.
Which is cheaper, Nemotron 3 Super or Step 3.5 Flash?
Step 3.5 Flash is cheaper. It lists at $0.10 per million input tokens and $0.30 per million output tokens; Nemotron 3 Super lists at $0.08 and $0.45.
Is Nemotron 3 Super or Step 3.5 Flash better for coding?
Step 3.5 Flash scores higher on coding benchmarks: 42.4 versus 39.4 in the Noometry coding category.
Which has the bigger context window?
Nemotron 3 Super does, with 262K tokens against 256K.
How many benchmarks do Nemotron 3 Super and Step 3.5 Flash share?
17 benchmarks have published results for both models. Nemotron 3 Super has 21 scored results on Noometry and Step 3.5 Flash has 19.