# Nova Premier 1.0 vs Sonar

> Nova Premier 1.0 and Sonar score almost the same on the Noometry Index (38.3 vs 38.5), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/nova-premier-1-0-vs-sonar
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in instruction following, where Sonar leads 71.4 to 66.8.
- Sonar is cheaper at $1 / $1 per million input/output tokens, against $2.50 / $12.50 for Nova Premier 1.0.
- Nova Premier 1.0 accepts more context: 1M tokens versus 128K.

## Snapshot

| | Nova Premier 1.0 | Sonar |
|---|---|---|
| Provider | Amazon | Perplexity |
| Noometry Index | 38.3 | 38.5 |
| Rank | 189 | 187 |
| Context | 1M | 128K |
| Input $/M | $2.50 | $1 |
| Output $/M | $12.50 | $1 |
| Weights | Proprietary | Proprietary |

## Coding

- Nova Premier 1.0: —
- Sonar: 35.7 (#221)

| Benchmark | Nova Premier 1.0 | Sonar |
|---|---|---|
| LiveBench Coding | — | 35.1% |

## Reasoning

- Nova Premier 1.0: 23.0 (#185)
- Sonar: 21.1 (#227)

| Benchmark | Nova Premier 1.0 | Sonar |
|---|---|---|
| Kagi LLM Benchmark | 44.8% | — |
| LiveBench Reasoning | — | 46.3% |
| LiveBench Data Analysis | — | 37.9% |
| LiveBench | — | 46.9% |

## Math

- Nova Premier 1.0: 33.8 (#199)
- Sonar: 33.7 (#200)

| Benchmark | Nova Premier 1.0 | Sonar |
|---|---|---|
| Omni-MATH | 35% | — |
| LiveBench Math | — | 41.6% |

## Knowledge

- Nova Premier 1.0: 35.8 (#180)
- Sonar: —

| Benchmark | Nova Premier 1.0 | Sonar |
|---|---|---|
| MMLU-Pro | 72.6% | — |
| GPQA (HELM) | 51.8% | — |

## Instruction Following

- Nova Premier 1.0: 66.8 (#204)
- Sonar: 71.4 (#150)

| Benchmark | Nova Premier 1.0 | Sonar |
|---|---|---|
| LiveBench Instruction Following | — | 76.2% |
| IFEval | 80.3% | — |

## Writing & Preference

- Nova Premier 1.0: 51.0 (#178)
- Sonar: 52.6 (#167)

| Benchmark | Nova Premier 1.0 | Sonar |
|---|---|---|
| WildBench | 78.8% | — |
| LiveBench Language | — | 44.1% |

## FAQ

### Is Nova Premier 1.0 better than Sonar?

Nova Premier 1.0 and Sonar score almost the same on the Noometry Index (38.3 vs 38.5), so choose on price, context window or the category you care about most.

### Which is cheaper, Nova Premier 1.0 or Sonar?

Sonar is cheaper. It lists at $1 per million input tokens and $1 per million output tokens; Nova Premier 1.0 lists at $2.50 and $12.50.

### Which has the bigger context window?

Nova Premier 1.0 does, with 1M tokens against 128K.

### How many benchmarks do Nova Premier 1.0 and Sonar share?

0 benchmarks have published results for both models. Nova Premier 1.0 has 6 scored results on Noometry and Sonar has 7.