Model comparison
Hy4 preview vs Nemotron 3.5 Lightning
Hy4 preview is the stronger model overall, scoring 45.3 to 40.0 on the Noometry Index. Nemotron 3.5 Lightning costs 14× less per token, which makes it the better buy when Hy4 preview's lead doesn't matter for your workload.
Last verified . 0 shared benchmarks.
Tencent
NVIDIASummary
- The widest gap is in math, where Hy4 preview leads 55.7 to 37.5.
- Nemotron 3.5 Lightning is cheaper at $0.05 / $0.20 per million input/output tokens, against $0.83 / $2.50 for Hy4 preview.
- Hy4 preview accepts more context: 1.05M tokens versus 262K.
Side by side
| Hy4 preview | Nemotron 3.5 Lightning | |
|---|---|---|
| Provider | Tencent | NVIDIA |
| Noometry Index | 45.3 | 40.0 |
| Released | 2026-08-28 | 2026-08-11 |
| Weights | Open | Open |
| Context window | 1.05M | 262K |
| Max output | 64K | 262K |
| Input $ / M tokens | $0.83 | $0.05 |
| Output $ / M tokens | $2.50 | $0.20 |
| Results tracked | 3 | 18 |
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Category by category
Coding Hy4 preview leads
Hy4 preview: 51.6 (#38), Nemotron 3.5 Lightning: 40.4 (#141)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena WebDev | 1632 | — |
| LMArena Coding | — | 1375 |
Reasoning Hy4 preview leads
Hy4 preview: 31.9 (#79), Nemotron 3.5 Lightning: 26.8 (#127)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| NYT Connections (extended) | 68.2% | — |
| LMArena Hard Prompts | — | 1337 |
Math Hy4 preview leads
Hy4 preview: 55.7 (#42), Nemotron 3.5 Lightning: 37.5 (#155)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| ProofBench | 75% | — |
| LMArena Math | — | 1359 |
Knowledge Not comparable
Hy4 preview: —, Nemotron 3.5 Lightning: 37.5 (#154)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Expert | — | 1356 |
Multilingual Not comparable
Hy4 preview: —, Nemotron 3.5 Lightning: 44.0 (#180)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Non-English | — | 1295 |
| LMArena Chinese | — | 1359 |
| LMArena French | — | 1366 |
| LMArena German | — | 1282 |
| LMArena Japanese | — | 1206 |
| LMArena Korean | — | 1238 |
| LMArena Russian | — | 1253 |
| LMArena Spanish | — | 1345 |
Instruction Following Not comparable
Hy4 preview: —, Nemotron 3.5 Lightning: 69.6 (#170)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Instruction Following | — | 1318 |
Long Context Not comparable
Hy4 preview: —, Nemotron 3.5 Lightning: 39.9 (#165)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Longer Query | — | 1314 |
Writing & Preference Not comparable
Hy4 preview: —, Nemotron 3.5 Lightning: 48.5 (#201)
| Benchmark | Hy4 preview | Nemotron 3.5 Lightning |
|---|---|---|
| LMArena Text | — | 1327 |
| LMArena Creative Writing | — | 1254 |
| EQ-Bench Creative Writing | — | 1280 |
| LMArena Multi-Turn | — | 1328 |
Frequently asked questions
Is Hy4 preview better than Nemotron 3.5 Lightning?
Hy4 preview is the stronger model overall, scoring 45.3 to 40.0 on the Noometry Index. Nemotron 3.5 Lightning costs 14× less per token, which makes it the better buy when Hy4 preview's lead doesn't matter for your workload.
Which is cheaper, Hy4 preview or Nemotron 3.5 Lightning?
Nemotron 3.5 Lightning is cheaper. It lists at $0.05 per million input tokens and $0.20 per million output tokens; Hy4 preview lists at $0.83 and $2.50.
Is Hy4 preview or Nemotron 3.5 Lightning better for coding?
Hy4 preview scores higher on coding benchmarks: 51.6 versus 40.4 in the Noometry coding category.
Which has the bigger context window?
Hy4 preview does, with 1.05M tokens against 262K.
How many benchmarks do Hy4 preview and Nemotron 3.5 Lightning share?
0 benchmarks have published results for both models. Hy4 preview has 3 scored results on Noometry and Nemotron 3.5 Lightning has 18.