Model comparison
Codellama 34b Instruct vs Step 3.7 Flash
Step 3.7 Flash is the stronger model overall, scoring 37.3 to 30.8 on the Noometry Index.
Last verified . 0 shared benchmarks.
Meta
StepFunSummary
- The widest gap is in math, where Step 3.7 Flash leads 42.9 to 31.0.
Side by side
| Codellama 34b Instruct | Step 3.7 Flash | |
|---|---|---|
| Provider | Meta | StepFun |
| Noometry Index | 30.8 | 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 | 14 | 5 |
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Category by category
Coding Step 3.7 Flash leads
Codellama 34b Instruct: 28.5 (#314), Step 3.7 Flash: 40.0 (#150)
| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| SciCode | — | 40% |
| BigCodeBench Instruct | 29% | — |
| LMArena Coding | 1046 | — |
| BigCodeBench Complete | 37.1% | — |
| ALE-Bench | — | 694.12 |
| HumanEval+ | 43.9% | — |
| MBPP+ | 56.3% | — |
Reasoning Step 3.7 Flash leads
Codellama 34b Instruct: 19.6 (#255), Step 3.7 Flash: 21.6 (#219)
| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| NYT Connections (extended) | — | 39.7% |
| CritPt | — | 2.3% |
| LMArena Hard Prompts | 1032 | — |
Math Step 3.7 Flash leads
Codellama 34b Instruct: 31.0 (#230), Step 3.7 Flash: 42.9 (#82)
| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | — | 68.5% |
| LMArena Math | 1056 | — |
Multilingual Not comparable
Codellama 34b Instruct: 25.8 (#284), Step 3.7 Flash: —
| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Non-English | 1011 | — |
| LMArena Chinese | 976 | — |
Instruction Following Not comparable
Codellama 34b Instruct: 52.2 (#291), Step 3.7 Flash: —
| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1028 | — |
Long Context Not comparable
Codellama 34b Instruct: 30.9 (#284), Step 3.7 Flash: —
| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Longer Query | 1013 | — |
Writing & Preference Not comparable
Codellama 34b Instruct: 28.2 (#297), Step 3.7 Flash: —
| Benchmark | Codellama 34b Instruct | Step 3.7 Flash |
|---|---|---|
| LMArena Text | 1066 | — |
| LMArena Creative Writing | 1032 | — |
| LMArena Multi-Turn | 1015 | — |
Frequently asked questions
Is Codellama 34b Instruct better than Step 3.7 Flash?
Step 3.7 Flash is the stronger model overall, scoring 37.3 to 30.8 on the Noometry Index.
Is Codellama 34b Instruct or Step 3.7 Flash better for coding?
Step 3.7 Flash scores higher on coding benchmarks: 40.0 versus 28.5 in the Noometry coding category.
How many benchmarks do Codellama 34b Instruct and Step 3.7 Flash share?
0 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Step 3.7 Flash has 5.