# Granite 3.1 8b Instruct vs Kimi K2.7 Code

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 32.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/granite-3-1-8b-instruct-vs-kimi-k2-7-code
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.5 to 31.1.

## Snapshot

| | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| Provider | IBM | Moonshot AI |
| Noometry Index | 32.4 | 43.3 |
| Rank | 258 | 94 |
| Context | — | 262K |
| Input $/M | — | $0.95 |
| Output $/M | — | $4 |
| Weights | Open | Open |

## Coding

- Granite 3.1 8b Instruct: 34.5 (#233)
- Kimi K2.7 Code: 42.9 (#95)

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| LMArena Coding | 1186 | — |
| ALE-Bench | — | 886.23 |

## Agentic & Tool Use

- Granite 3.1 8b Instruct: 24.1 (#120)
- Kimi K2.7 Code: 24.0 (#122)

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| Berkeley Function Calling Leaderboard | 27.1% | — |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |

## Reasoning

- Granite 3.1 8b Instruct: 22.1 (#207)
- Kimi K2.7 Code: 39.0 (#61)

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LMArena Hard Prompts | 1145 | — |
| Surface Evolver Bench | — | 48.8% |
| Epoch Capabilities Index | — | 149.97 |

## Math

- Granite 3.1 8b Instruct: 33.0 (#209)
- Kimi K2.7 Code: 52.9 (#48)

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| LMArena Math | 1152 | — |

## Knowledge

- Granite 3.1 8b Instruct: 31.1 (#220)
- Kimi K2.7 Code: 53.5 (#57)

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | — | 87.9% |
| SimpleQA Verified | — | 36.5% |
| LMArena Expert | 1142 | — |

## Multilingual

- Granite 3.1 8b Instruct: 30.9 (#260)
- Kimi K2.7 Code: —

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 1099 | — |
| LMArena Chinese | 1145 | — |
| LMArena Russian | 1092 | — |

## Instruction Following

- Granite 3.1 8b Instruct: 58.6 (#259)
- Kimi K2.7 Code: —

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| LMArena Instruction Following | 1131 | — |

## Long Context

- Granite 3.1 8b Instruct: 35.2 (#241)
- Kimi K2.7 Code: —

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1162 | — |

## Writing & Preference

- Granite 3.1 8b Instruct: 35.5 (#266)
- Kimi K2.7 Code: —

| Benchmark | Granite 3.1 8b Instruct | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 1150 | — |
| LMArena Creative Writing | 1129 | — |
| LMArena Multi-Turn | 1108 | — |

## FAQ

### Is Granite 3.1 8b Instruct better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 32.4 on the Noometry Index.

### Is Granite 3.1 8b Instruct or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 34.5 in the Noometry coding category.

### How many benchmarks do Granite 3.1 8b Instruct and Kimi K2.7 Code share?

0 benchmarks have published results for both models. Granite 3.1 8b Instruct has 13 scored results on Noometry and Kimi K2.7 Code has 19.