Model comparison
Gemini 2.5 Flash-Lite vs Granite 3.1 8b Instruct
Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 32.4 on the Noometry Index.
Last verified . 13 shared benchmarks.
Summary
- They share 13 benchmarks with published results for both. Gemini 2.5 Flash-Lite scores higher in 8 categories and Granite 3.1 8b Instruct in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini 2.5 Flash-Lite leads 56.8 to 35.5.
- The biggest single-benchmark swing is Berkeley Function Calling Leaderboard: 36.9% for Gemini 2.5 Flash-Lite and 27.1% for Granite 3.1 8b Instruct.
- Granite 3.1 8b Instruct has downloadable open weights; the other is API-only.
Side by side
| Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct | |
|---|---|---|
| Provider | IBM | |
| Noometry Index | 37.0 | 32.4 |
| Released | 2025-06-17 | — |
| Weights | Proprietary | Open |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.10 | — |
| Output $ / M tokens | $0.40 | — |
| Results tracked | 33 | 13 |
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Category by category
Coding Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 38.5 (#173), Granite 3.1 8b Instruct: 34.5 (#233)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Coding | 1373 | 1186 |
| WeirdML | 35.2% | — |
| ALE-Bench | 325.9 | — |
Agentic & Tool Use Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 28.0 (#96), Granite 3.1 8b Instruct: 24.1 (#120)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| Berkeley Function Calling Leaderboard | 36.9% | 27.1% |
Reasoning Too close to call
Gemini 2.5 Flash-Lite: 22.2 (#205), Granite 3.1 8b Instruct: 22.1 (#207)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1377 | 1145 |
| Kagi LLM Benchmark | 40.5% | — |
| DTBench | 62.8% | — |
| LMCA | 18.1% | — |
| Epoch Capabilities Index | 133.94 | — |
Math Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 38.0 (#144), Granite 3.1 8b Instruct: 33.0 (#209)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Math | 1373 | 1152 |
| Omni-MATH | 48% | — |
Knowledge Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 32.5 (#210), Granite 3.1 8b Instruct: 31.1 (#220)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Expert | 1373 | 1142 |
| MMLU-Pro | 53.7% | — |
| Vectara Hallucination Rate | 3.3% | — |
| GPQA (HELM) | 30.9% | — |
Multimodal Not comparable
Gemini 2.5 Flash-Lite: 29.1 (#114), Granite 3.1 8b Instruct: —
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Vision | 1198 | — |
| VPCT | 30% | — |
Multilingual Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 49.3 (#134), Granite 3.1 8b Instruct: 30.9 (#260)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Non-English | 1369 | 1099 |
| LMArena Chinese | 1404 | 1145 |
| LMArena Russian | 1373 | 1092 |
| LMArena French | 1388 | — |
| LMArena German | 1389 | — |
| LMArena Japanese | 1359 | — |
| LMArena Korean | 1360 | — |
| LMArena Spanish | 1396 | — |
Instruction Following Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 70.0 (#168), Granite 3.1 8b Instruct: 58.6 (#259)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Instruction Following | 1367 | 1131 |
| IFEval | 81% | — |
Long Context Granite 3.1 8b Instruct leads
Gemini 2.5 Flash-Lite: 33.3 (#262), Granite 3.1 8b Instruct: 35.2 (#241)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Longer Query | 1373 | 1162 |
| Fiction.LiveBench | 47.2% | — |
Writing & Preference Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 56.8 (#135), Granite 3.1 8b Instruct: 35.5 (#266)
| Benchmark | Gemini 2.5 Flash-Lite | Granite 3.1 8b Instruct |
|---|---|---|
| LMArena Text | 1379 | 1150 |
| LMArena Creative Writing | 1367 | 1129 |
| LMArena Multi-Turn | 1366 | 1108 |
| WildBench | 81.8% | — |
Frequently asked questions
Is Gemini 2.5 Flash-Lite better than Granite 3.1 8b Instruct?
Gemini 2.5 Flash-Lite is the stronger model overall, scoring 37.0 to 32.4 on the Noometry Index.
Is Gemini 2.5 Flash-Lite or Granite 3.1 8b Instruct better for coding?
Gemini 2.5 Flash-Lite scores higher on coding benchmarks: 38.5 versus 34.5 in the Noometry coding category.
How many benchmarks do Gemini 2.5 Flash-Lite and Granite 3.1 8b Instruct share?
13 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and Granite 3.1 8b Instruct has 13.