Model comparison
Gemma 1.1 7b IT vs Step 3.7 Flash
Step 3.7 Flash is the stronger model overall, scoring 37.3 to 31.3 on the Noometry Index.
Last verified . 0 shared benchmarks.
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StepFunSummary
- The widest gap is in math, where Step 3.7 Flash leads 42.9 to 32.0.
Side by side
| Gemma 1.1 7b IT | Step 3.7 Flash | |
|---|---|---|
| Provider | StepFun | |
| Noometry Index | 31.3 | 37.3 |
| Released | — | 2026-05-29 |
| Weights | Open | Open |
| Context window | — | 256K |
| Max output | — | 256K |
| Input $ / M tokens | — | $0.18 |
| Output $ / M tokens | — | $1.11 |
| Results tracked | 19 | 5 |
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Category by category
Coding Step 3.7 Flash leads
Gemma 1.1 7b IT: 31.5 (#284), Step 3.7 Flash: 40.0 (#150)
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| SciCode | — | 40% |
| LMArena Coding | 1084 | — |
| ALE-Bench | — | 694.12 |
| HumanEval+ | 35.4% | — |
| MBPP+ | 45% | — |
Reasoning Step 3.7 Flash leads
Gemma 1.1 7b IT: 20.5 (#238), Step 3.7 Flash: 21.6 (#219)
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| NYT Connections (extended) | — | 39.7% |
| CritPt | — | 2.3% |
| LMArena Hard Prompts | 1071 | — |
Math Step 3.7 Flash leads
Gemma 1.1 7b IT: 32.0 (#220), Step 3.7 Flash: 42.9 (#82)
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | — | 68.5% |
| LMArena Math | 1107 | — |
Knowledge Not comparable
Gemma 1.1 7b IT: 28.3 (#247), Step 3.7 Flash: —
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| LMArena Expert | 1039 | — |
Multilingual Not comparable
Gemma 1.1 7b IT: 28.1 (#273), Step 3.7 Flash: —
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| LMArena Non-English | 1052 | — |
| LMArena Chinese | 1061 | — |
| LMArena French | 1065 | — |
| LMArena German | 1054 | — |
| LMArena Japanese | 971 | — |
| LMArena Korean | 988 | — |
| LMArena Russian | 1046 | — |
| LMArena Spanish | 1049 | — |
Instruction Following Not comparable
Gemma 1.1 7b IT: 54.0 (#283), Step 3.7 Flash: —
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1057 | — |
Long Context Not comparable
Gemma 1.1 7b IT: 32.1 (#272), Step 3.7 Flash: —
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| LMArena Longer Query | 1056 | — |
Writing & Preference Not comparable
Gemma 1.1 7b IT: 30.4 (#288), Step 3.7 Flash: —
| Benchmark | Gemma 1.1 7b IT | Step 3.7 Flash |
|---|---|---|
| LMArena Text | 1094 | — |
| LMArena Creative Writing | 1060 | — |
| LMArena Multi-Turn | 1040 | — |
Frequently asked questions
Is Gemma 1.1 7b IT better than Step 3.7 Flash?
Step 3.7 Flash is the stronger model overall, scoring 37.3 to 31.3 on the Noometry Index.
Is Gemma 1.1 7b IT or Step 3.7 Flash better for coding?
Step 3.7 Flash scores higher on coding benchmarks: 40.0 versus 31.5 in the Noometry coding category.
How many benchmarks do Gemma 1.1 7b IT and Step 3.7 Flash share?
0 benchmarks have published results for both models. Gemma 1.1 7b IT has 19 scored results on Noometry and Step 3.7 Flash has 5.