Model comparison
Gemini 2.0 Flash-Lite vs Step 2 16k Exp 202412
Step 2 16k Exp 202412 is the stronger model overall, scoring 39.2 to 37.8 on the Noometry Index.
Last verified . 12 shared benchmarks.
Summary
- They share 12 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 3 categories and Step 2 16k Exp 202412 in 5 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Step 2 16k Exp 202412 leads 25.9 to 22.0.
Side by side
| Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 | |
|---|---|---|
| Provider | StepFun | |
| Noometry Index | 37.8 | 39.2 |
| Released | 2025-02-05 | — |
| Weights | Proprietary | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 32 | 12 |
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Category by category
Coding Too close to call
Gemini 2.0 Flash-Lite: 37.9 (#185), Step 2 16k Exp 202412: 38.5 (#174)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Coding | 1322 | 1316 |
| LiveBench Coding | 47.1% | — |
Reasoning Step 2 16k Exp 202412 leads
Gemini 2.0 Flash-Lite: 22.0 (#210), Step 2 16k Exp 202412: 25.9 (#142)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Hard Prompts | 1324 | 1299 |
| LiveBench Reasoning | 50.1% | — |
| DTBench | 52.5% | — |
| LiveBench Data Analysis | 65.5% | — |
| ForecastBench | 57.1 | — |
| LiveBench | 54.3% | — |
Math Step 2 16k Exp 202412 leads
Gemini 2.0 Flash-Lite: 34.1 (#196), Step 2 16k Exp 202412: 36.3 (#169)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Math | 1309 | 1304 |
| Omni-MATH | 37.4% | — |
| LiveBench Math | 58.1% | — |
Knowledge Too close to call
Gemini 2.0 Flash-Lite: 35.0 (#189), Step 2 16k Exp 202412: 35.2 (#187)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Expert | 1305 | 1279 |
| MMLU-Pro | 72% | — |
| GPQA (HELM) | 50% | — |
Multimodal Not comparable
Gemini 2.0 Flash-Lite: 31.2 (#109), Step 2 16k Exp 202412: —
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Vision | 1100 | — |
Multilingual Gemini 2.0 Flash-Lite leads
Gemini 2.0 Flash-Lite: 46.0 (#161), Step 2 16k Exp 202412: 43.7 (#181)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Non-English | 1323 | 1290 |
| LMArena Chinese | 1339 | 1331 |
| LMArena Russian | 1328 | 1324 |
| LMArena French | 1347 | — |
| LMArena German | 1306 | — |
| LMArena Japanese | 1301 | — |
| LMArena Korean | 1325 | — |
| LMArena Spanish | 1313 | — |
Instruction Following Gemini 2.0 Flash-Lite leads
Gemini 2.0 Flash-Lite: 70.4 (#163), Step 2 16k Exp 202412: 67.9 (#192)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Instruction Following | 1305 | 1287 |
| LiveBench Instruction Following | 78.3% | — |
| IFEval | 82.4% | — |
Long Context Too close to call
Gemini 2.0 Flash-Lite: 40.1 (#160), Step 2 16k Exp 202412: 39.7 (#170)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Longer Query | 1320 | 1307 |
Writing & Preference Too close to call
Gemini 2.0 Flash-Lite: 51.7 (#177), Step 2 16k Exp 202412: 52.3 (#173)
| Benchmark | Gemini 2.0 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Text | 1330 | 1321 |
| LMArena Creative Writing | 1319 | 1328 |
| LMArena Multi-Turn | 1307 | 1292 |
| WildBench | 79% | — |
| LiveBench Language | 34.3% | — |
Frequently asked questions
Is Gemini 2.0 Flash-Lite better than Step 2 16k Exp 202412?
Step 2 16k Exp 202412 is the stronger model overall, scoring 39.2 to 37.8 on the Noometry Index.
Is Gemini 2.0 Flash-Lite or Step 2 16k Exp 202412 better for coding?
They score almost the same on coding (37.9 vs 38.5); test both on your own repository before choosing.
How many benchmarks do Gemini 2.0 Flash-Lite and Step 2 16k Exp 202412 share?
12 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and Step 2 16k Exp 202412 has 12.