Model comparison
Gemini 2.5 Flash-Lite vs Step 2 16k Exp 202412
Step 2 16k Exp 202412 is the stronger model overall, scoring 39.2 to 37.0 on the Noometry Index.
Last verified . 12 shared benchmarks.
Summary
- They share 12 benchmarks with published results for both. Gemini 2.5 Flash-Lite scores higher in 5 categories and Step 2 16k Exp 202412 in 3 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in long context, where Step 2 16k Exp 202412 leads 39.7 to 33.3.
Side by side
| Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 | |
|---|---|---|
| Provider | StepFun | |
| Noometry Index | 37.0 | 39.2 |
| Released | 2025-06-17 | — |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.10 | — |
| Output $ / M tokens | $0.40 | — |
| Results tracked | 33 | 12 |
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Category by category
Coding Too close to call
Gemini 2.5 Flash-Lite: 38.5 (#173), Step 2 16k Exp 202412: 38.5 (#174)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Coding | 1373 | 1316 |
| WeirdML | 35.2% | — |
| ALE-Bench | 325.9 | — |
Agentic & Tool Use Not comparable
Gemini 2.5 Flash-Lite: 28.0 (#96), Step 2 16k Exp 202412: —
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| Berkeley Function Calling Leaderboard | 36.9% | — |
Reasoning Step 2 16k Exp 202412 leads
Gemini 2.5 Flash-Lite: 22.2 (#205), Step 2 16k Exp 202412: 25.9 (#142)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Hard Prompts | 1377 | 1299 |
| 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), Step 2 16k Exp 202412: 36.3 (#169)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Math | 1373 | 1304 |
| Omni-MATH | 48% | — |
Knowledge Step 2 16k Exp 202412 leads
Gemini 2.5 Flash-Lite: 32.5 (#210), Step 2 16k Exp 202412: 35.2 (#187)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Expert | 1373 | 1279 |
| MMLU-Pro | 53.7% | — |
| Vectara Hallucination Rate | 3.3% | — |
| GPQA (HELM) | 30.9% | — |
Multimodal Not comparable
Gemini 2.5 Flash-Lite: 29.1 (#114), Step 2 16k Exp 202412: —
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Vision | 1198 | — |
| VPCT | 30% | — |
Multilingual Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 49.3 (#134), Step 2 16k Exp 202412: 43.7 (#181)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Non-English | 1369 | 1290 |
| LMArena Chinese | 1404 | 1331 |
| LMArena Russian | 1373 | 1324 |
| 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), Step 2 16k Exp 202412: 67.9 (#192)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Instruction Following | 1367 | 1287 |
| IFEval | 81% | — |
Long Context Step 2 16k Exp 202412 leads
Gemini 2.5 Flash-Lite: 33.3 (#262), Step 2 16k Exp 202412: 39.7 (#170)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Longer Query | 1373 | 1307 |
| Fiction.LiveBench | 47.2% | — |
Writing & Preference Gemini 2.5 Flash-Lite leads
Gemini 2.5 Flash-Lite: 56.8 (#135), Step 2 16k Exp 202412: 52.3 (#173)
| Benchmark | Gemini 2.5 Flash-Lite | Step 2 16k Exp 202412 |
|---|---|---|
| LMArena Text | 1379 | 1321 |
| LMArena Creative Writing | 1367 | 1328 |
| LMArena Multi-Turn | 1366 | 1292 |
| WildBench | 81.8% | — |
Frequently asked questions
Is Gemini 2.5 Flash-Lite better than Step 2 16k Exp 202412?
Step 2 16k Exp 202412 is the stronger model overall, scoring 39.2 to 37.0 on the Noometry Index.
Is Gemini 2.5 Flash-Lite or Step 2 16k Exp 202412 better for coding?
They score almost the same on coding (38.5 vs 38.5); test both on your own repository before choosing.
How many benchmarks do Gemini 2.5 Flash-Lite and Step 2 16k Exp 202412 share?
12 benchmarks have published results for both models. Gemini 2.5 Flash-Lite has 33 scored results on Noometry and Step 2 16k Exp 202412 has 12.