# Granite 4.1 8b vs o3

> o3 is the stronger model overall, scoring 47.5 to 37.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/granite-4-1-8b-vs-o3
- Last updated: 2026-10-10
- Shared benchmarks: 12

## Summary

- They share 12 benchmarks with published results for both. Granite 4.1 8b scores higher in 0 categories and o3 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where o3 leads 54.6 to 36.1.
- Granite 4.1 8b has downloadable open weights; the other is API-only.

## Snapshot

| | Granite 4.1 8b | o3 |
|---|---|---|
| Provider | IBM | OpenAI |
| Noometry Index | 37.4 | 47.5 |
| Rank | 205 | 61 |
| Context | — | 200K |
| Input $/M | — | $2 |
| Output $/M | — | $8 |
| Weights | Open | Proprietary |

## Coding

- Granite 4.1 8b: 30.1 (#297)
- o3: 46.8 (#64)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Coding | 1312 | 1408 |
| SWE-bench Verified | — | 62.3% |
| SWE-bench Verified (bash only) | — | 58.4% |
| Aider Polyglot | — | 81.3% |
| LMArena WebDev | 1192 | — |
| GSO | — | 8.8% |
| WeirdML | — | 52.4% |
| CadEval | — | 74% |
| ALE-Bench | — | 933.55 |

## Agentic & Tool Use

- Granite 4.1 8b: —
- o3: 34.5 (#44)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 63% |
| GDPval | — | 30.8% |
| DeepResearch Bench | — | 45.2% |
| OSWorld | — | 23% |
| LMArena Search | — | 1144 |
| METR Time Horizons | — | 65.4% |

## Reasoning

- Granite 4.1 8b: 25.7 (#143)
- o3: 32.0 (#78)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Hard Prompts | 1293 | 1402 |
| ARC-AGI-2 | — | 6.5% |
| SimpleBench | — | 53.1% |
| Kagi LLM Benchmark | — | 67.6% |
| ARC-AGI-1 | — | 60.8% |
| CritPt | — | 1.4% |
| Chess Puzzles | — | 38% |
| EnigmaEval | — | 13.1% |
| Mystery Game Puzzles | — | 29% |
| DTBench | — | 84.8% |
| LMCA | — | 39.7% |
| Epoch Capabilities Index | — | 146.86 |
| ForecastBench | — | 62.5 |

## Math

- Granite 4.1 8b: 36.4 (#166)
- o3: 50.2 (#58)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Math | 1312 | 1426 |
| FrontierMath (Tiers 1-3) | — | 33.3% |
| OTIS Mock AIME 2024-2025 | — | 84.4% |
| Omni-MATH | — | 71.4% |
| MATH Level 5 | — | 97.8% |
| FrontierMath (Feb 2025 set) | — | 18.7% |
| FrontierMath Tier 4 (v1) | — | 2.1% |

## Knowledge

- Granite 4.1 8b: 36.1 (#174)
- o3: 54.6 (#52)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Expert | 1309 | 1402 |
| GPQA Diamond | — | 81.8% |
| Humanity's Last Exam | — | 20.3% |
| SimpleQA Verified | — | 49.4% |
| MMLU-Pro | — | 85.9% |
| Confabulations | — | 14.4% |
| GPQA (HELM) | — | 75.3% |

## Multimodal

- Granite 4.1 8b: —
- o3: 41.4 (#36)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Vision | — | 1214 |
| GeoBench | — | 74% |
| VPCT | — | 52% |

## Multilingual

- Granite 4.1 8b: 41.7 (#204)
- o3: 51.7 (#105)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Non-English | 1261 | 1401 |
| LMArena Chinese | 1337 | 1437 |
| LMArena Russian | 1240 | 1406 |
| LMArena French | — | 1430 |
| LMArena German | — | 1420 |
| LMArena Japanese | — | 1403 |
| LMArena Korean | — | 1370 |
| LMArena Spanish | — | 1395 |

## Instruction Following

- Granite 4.1 8b: 66.9 (#203)
- o3: 72.8 (#127)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Instruction Following | 1269 | 1368 |
| IFEval | — | 86.9% |

## Long Context

- Granite 4.1 8b: 38.7 (#193)
- o3: 53.3 (#6)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Longer Query | 1275 | 1372 |
| Fiction.LiveBench | — | 88.9% |
| CL-bench | — | 17.8% |

## Writing & Preference

- Granite 4.1 8b: 48.1 (#204)
- o3: 63.5 (#64)

| Benchmark | Granite 4.1 8b | o3 |
|---|---|---|
| LMArena Text | 1290 | 1410 |
| LMArena Creative Writing | 1251 | 1359 |
| LMArena Multi-Turn | 1268 | 1405 |
| Short-Story Creative Writing | — | 83.9% |
| EQ-Bench Creative Writing | — | 1676 |
| WildBench | — | 86.1% |

## FAQ

### Is Granite 4.1 8b better than o3?

o3 is the stronger model overall, scoring 47.5 to 37.4 on the Noometry Index.

### Is Granite 4.1 8b or o3 better for coding?

o3 scores higher on coding benchmarks: 46.8 versus 30.1 in the Noometry coding category.

### How many benchmarks do Granite 4.1 8b and o3 share?

12 benchmarks have published results for both models. Granite 4.1 8b has 13 scored results on Noometry and o3 has 63.