# Kimi K2.7 Code vs Nova Premier 1.0

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 38.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/kimi-k2-7-code-vs-nova-premier-1-0
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Kimi K2.7 Code leads 52.9 to 33.8.
- Kimi K2.7 Code is cheaper at $0.95 / $4 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 262K.
- Kimi K2.7 Code has downloadable open weights; the other is API-only.

## Snapshot

| | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| Provider | Moonshot AI | Amazon |
| Noometry Index | 43.3 | 38.3 |
| Rank | 94 | 189 |
| Context | 262K | 1M |
| Input $/M | $0.95 | $2.50 |
| Output $/M | $4 | $12.50 |
| Weights | Open | Proprietary |

## Coding

- Kimi K2.7 Code: 42.9 (#95)
- Nova Premier 1.0: —

| Benchmark | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| LMArena WebDev | 1473 | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| ALE-Bench | 886.23 | — |

## Agentic & Tool Use

- Kimi K2.7 Code: 24.0 (#122)
- Nova Premier 1.0: —

| Benchmark | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| APEX-Agents | 37.6% | — |
| GBAEval | 0.9% | — |
| Vending-Bench 2 | 5,083 | — |

## Reasoning

- Kimi K2.7 Code: 39.0 (#61)
- Nova Premier 1.0: 23.0 (#185)

| Benchmark | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| SimpleBench | 57.9% | — |
| Kagi LLM Benchmark | — | 44.8% |
| CritPt | 10% | — |
| Chess Puzzles | 21% | — |
| Surface Evolver Bench | 48.8% | — |
| Epoch Capabilities Index | 149.97 | — |

## Math

- Kimi K2.7 Code: 52.9 (#48)
- Nova Premier 1.0: 33.8 (#199)

| Benchmark | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |
| Omni-MATH | — | 35% |

## Knowledge

- Kimi K2.7 Code: 53.5 (#57)
- Nova Premier 1.0: 35.8 (#180)

| Benchmark | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| GPQA Diamond | 87.9% | — |
| SimpleQA Verified | 36.5% | — |
| MMLU-Pro | — | 72.6% |
| GPQA (HELM) | — | 51.8% |

## Instruction Following

- Kimi K2.7 Code: —
- Nova Premier 1.0: 66.8 (#204)

| Benchmark | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| IFEval | — | 80.3% |

## Writing & Preference

- Kimi K2.7 Code: —
- Nova Premier 1.0: 51.0 (#178)

| Benchmark | Kimi K2.7 Code | Nova Premier 1.0 |
|---|---|---|
| WildBench | — | 78.8% |

## FAQ

### Is Kimi K2.7 Code better than Nova Premier 1.0?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 38.3 on the Noometry Index.

### Which is cheaper, Kimi K2.7 Code or Nova Premier 1.0?

Kimi K2.7 Code is cheaper. It lists at $0.95 per million input tokens and $4 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 262K.

### How many benchmarks do Kimi K2.7 Code and Nova Premier 1.0 share?

0 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Nova Premier 1.0 has 6.