Nemotron 3 Super vs Sonar Pro Search
Nemotron 3 Super costs 33.3x less per output token than Sonar Pro Search ($0.45 vs $15.00 per million). Updated October 22, 2026; no benchmark has tested both models yet.
- Coding
- No data
- Overall
- No data
- Output $/M
- $0.45
- Coding
- No data
- Overall
- No data
- Output $/M
- $15.00
Nemotron 3 Super or Sonar Pro Search: which to pick
Neither model has a coding score yet, so the two cannot be ranked on coding.
Pick Nemotron 3 Super for output tokens 33.3x cheaper ($0.45 vs $15.00 per million) and a larger context window (262K against 200K tokens).
No benchmark has tested both yet. Nemotron 3 Super has results on AA Coding Index, SciCode and Terminal-Bench Hard (Artificial Analysis run); Sonar Pro Search has none yet. Compare them on price and context instead.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
No call
Neither has a coding score yet.
One side not measured
Intelligence
AA Intelligence Index
No call
Only Nemotron 3 Super has a AA Intelligence Index result, 12.8.
Directional only
Agentic work
AA Agentic Index
No call
Only Nemotron 3 Super has a AA Agentic Index result, 1.7.
Directional only
Long documents
Listed context window
Nemotron 3 Super
Nemotron 3 Super takes 262K tokens against 200K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Nemotron 3 Super
Nemotron 3 Super $0.0003, Sonar Pro Search $0.011 per turn.
List prices
At a glance
- Coding index
- Nemotron 3 Super not benchmarked, Sonar Pro Search not benchmarked.
- Widest category
- None yet: no category has been tested on both models.
- Widest single gap
- None yet: no benchmark has tested both models.
- Output price
- Nemotron 3 Super $0.45 against Sonar Pro Search $15.00 per million output tokens, 33.3x apart.
- Context window
- Nemotron 3 Super takes 262K tokens, Sonar Pro Search 200K.
Benchmark by benchmark
Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.
CodingDirectional onlySix of these boards feed the Vibe Coding Index7 boards measured
| Benchmark | Nemotron 3 Super | Sonar Pro Search | Leader |
|---|---|---|---|
| AA Coding Index | 37.7 | Not measured | Only Nemotron 3 Super measured |
| SciCode | 36.2% | Not measured | Only Nemotron 3 Super measured |
| Terminal-Bench Hard (Artificial Analysis run) | 28.8% | Not measured | Only Nemotron 3 Super measured |
| WeirdML | 38.0% | Not measured | Only Nemotron 3 Super measured |
| ALE-Bench | 213.9 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: coding | 1403 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: software and IT | 1409 | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 32 boards here | |||
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
| Benchmark | Nemotron 3 Super | Sonar Pro Search | Leader |
|---|---|---|---|
| AA Intelligence Index | 12.8 | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 1 board here | |||
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
| Benchmark | Nemotron 3 Super | Sonar Pro Search | Leader |
|---|---|---|---|
| AA Agentic Index | 1.7 | Not measured | Only Nemotron 3 Super measured |
| τ²-Bench Telecom | 67.8% | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 39 boards here | |||
ReasoningDirectional onlyPublic boards, shown as published, kept out of the index5 boards measured
| Benchmark | Nemotron 3 Super | Sonar Pro Search | Leader |
|---|---|---|---|
| GPQA Diamond (Artificial Analysis run) | 80.0% | Not measured | Only Nemotron 3 Super measured |
| Humanity's Last Exam (Artificial Analysis run) | 20.8% | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: hard prompts | 1386 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: expert | 1398 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: hard prompts in English | 1397 | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 17 boards here | |||
MathDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
| Benchmark | Nemotron 3 Super | Sonar Pro Search | Leader |
|---|---|---|---|
| LMArena Text: math | 1380 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: mathematical work | 1405 | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 11 boards here | |||
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index4 boards measured
| Benchmark | Nemotron 3 Super | Sonar Pro Search | Leader |
|---|---|---|---|
| LMArena Text: science | 1387 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: medicine and healthcare | 1383 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: legal and government | 1392 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: business and finance | 1364 | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 14 boards here | |||
GeneralDirectional onlyPublic boards, shown as published, kept out of the index17 boards measured
| Benchmark | Nemotron 3 Super | Sonar Pro Search | Leader |
|---|---|---|---|
| IFBench | 71.5% | Not measured | Only Nemotron 3 Super measured |
| Long context reasoning (AA-LCR) | 65.7% | Not measured | Only Nemotron 3 Super measured |
| LMArena Text | 1378 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: instruction following | 1347 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: creative writing | 1317 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: English | 1400 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: non-English | 1356 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: Chinese | 1431 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: German | 1341 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: French | 1403 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: Spanish | 1418 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: Russian | 1336 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: Polish | 1346 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: multi-turn | 1369 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: longer queries | 1362 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: writing and language | 1332 | Not measured | Only Nemotron 3 Super measured |
| LMArena Text: entertainment and media | 1336 | Not measured | Only Nemotron 3 Super measured |
| Neither model has a result on the other 29 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Nemotron 3 Super costs less
Repository review
50K input + 3K output tokens
Nemotron 3 Super costs less
Agent loop
200K input + 10K output tokens
Nemotron 3 Super costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | NVIDIA Nemotron 3 Super | Perplexity Sonar Pro Search |
|---|---|---|
| Maker | NVIDIA | Perplexity |
| Weights | Open weights | No public weights listed |
| Released | March 11, 2026 | October 30, 2025 |
| Context window | 262K | 200K |
| Input $/Mtok | $0.085 | $3.00 |
| Output $/Mtok | $0.45 | $15.00 |
| Coding index | Not benchmarked | Not benchmarked |
| Independent measurements behind it | 0 | 0 |
| Cost per solved task | Not computable | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Nemotron 3 Super better than Sonar Pro Search for coding?
Neither model has a coding score yet, so the two cannot be ranked on coding. Pick Nemotron 3 Super for output tokens 33.3x cheaper ($0.45 vs $15.00 per million) and a larger context window (262K against 200K tokens).
Which is cheaper, Nemotron 3 Super or Sonar Pro Search?
Nemotron 3 Super costs $0.085 per million input tokens and $0.45 per million output tokens; Sonar Pro Search costs $3.00 and $15.00. Cost per solved task is known for neither of them.
Which has the bigger context window, Nemotron 3 Super or Sonar Pro Search?
Nemotron 3 Super, with 262K tokens against 200K.
Has any benchmark tested both Nemotron 3 Super and Sonar Pro Search?
No benchmark has tested both yet. Nemotron 3 Super has results on AA Coding Index, SciCode and Terminal-Bench Hard (Artificial Analysis run); Sonar Pro Search has none yet. Compare them on price and context instead. Data as of October 22, 2026.