Model comparison
Codellama 70b Instruct vs Step 3.7 Flash
Step 3.7 Flash is the stronger model overall, scoring 37.3 to 33.7 on the Noometry Index.
Last verified . 0 shared benchmarks.
Meta
StepFunSide by side
| Codellama 70b Instruct | Step 3.7 Flash | |
|---|---|---|
| Provider | Meta | StepFun |
| Noometry Index | 33.7 | 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 | 7 | 5 |
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Category by category
Coding Step 3.7 Flash leads
Codellama 70b Instruct: 37.6 (#193), Step 3.7 Flash: 40.0 (#150)
| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| SciCode | — | 40% |
| BigCodeBench Instruct | 40.7% | — |
| BigCodeBench Complete | 49.6% | — |
| ALE-Bench | — | 694.12 |
| HumanEval+ | 65.9% | — |
Reasoning Step 3.7 Flash leads
Codellama 70b Instruct: 20.1 (#242), Step 3.7 Flash: 21.6 (#219)
| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| NYT Connections (extended) | — | 39.7% |
| CritPt | — | 2.3% |
| LMArena Hard Prompts | 1052 | — |
Math Not comparable
Codellama 70b Instruct: —, Step 3.7 Flash: 42.9 (#82)
| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | — | 68.5% |
Multilingual Not comparable
Codellama 70b Instruct: 24.8 (#288), Step 3.7 Flash: —
| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Non-English | 992 | — |
Instruction Following Not comparable
Codellama 70b Instruct: 51.9 (#293), Step 3.7 Flash: —
| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1024 | — |
Writing & Preference Not comparable
Codellama 70b Instruct: 33.4 (#277), Step 3.7 Flash: —
| Benchmark | Codellama 70b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Text | 1057 | — |
Frequently asked questions
Is Codellama 70b Instruct better than Step 3.7 Flash?
Step 3.7 Flash is the stronger model overall, scoring 37.3 to 33.7 on the Noometry Index.
Is Codellama 70b Instruct or Step 3.7 Flash better for coding?
Step 3.7 Flash scores higher on coding benchmarks: 40.0 versus 37.6 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Step 3.7 Flash share?
0 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Step 3.7 Flash has 5.