Model comparison
Gemini 4 Argon vs Step 3.7 Flash
Gemini 4 Argon is the stronger model overall, scoring 56.5 to 37.3 on the Noometry Index.
Last verified . 2 shared benchmarks.
Google
StepFunSummary
- They share 2 benchmarks with published results for both. Gemini 4 Argon scores higher in 3 categories and Step 3.7 Flash in 0 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in math, where Gemini 4 Argon leads 73.9 to 42.9.
- The biggest single-benchmark swing is CritPt: 27.1% for Gemini 4 Argon and 2.3% for Step 3.7 Flash.
- Step 3.7 Flash has downloadable open weights; the other is API-only.
Side by side
| Gemini 4 Argon | Step 3.7 Flash | |
|---|---|---|
| Provider | StepFun | |
| Noometry Index | 56.5 | 37.3 |
| Released | 2026-09-30 | 2026-05-29 |
| Weights | Proprietary | Open |
| Context window | — | 256K |
| Max output | — | 256K |
| Input $ / M tokens | — | $0.18 |
| Output $ / M tokens | — | $1.11 |
| Results tracked | 21 | 5 |
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Category by category
Coding Gemini 4 Argon leads
Gemini 4 Argon: 62.0 (#9), Step 3.7 Flash: 40.0 (#150)
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| SciCode | 61.8% | 40% |
| LMArena WebDev | 1678 | — |
| FrontierSWE | 55% | — |
| LMArena Coding | 1550 | — |
| ALE-Bench | — | 694.12 |
Agentic & Tool Use Not comparable
Gemini 4 Argon: 49.2 (#8), Step 3.7 Flash: —
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| APEX-Agents | 82.2% | — |
| Vending-Bench 2 | 13,718 | — |
Reasoning Gemini 4 Argon leads
Gemini 4 Argon: 44.2 (#47), Step 3.7 Flash: 21.6 (#219)
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| CritPt | 27.1% | 2.3% |
| NYT Connections (extended) | — | 39.7% |
| LMArena Hard Prompts | 1548 | — |
Math Gemini 4 Argon leads
Gemini 4 Argon: 73.9 (#17), Step 3.7 Flash: 42.9 (#82)
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | — | 68.5% |
| ProofBench | 99% | — |
| LMArena Math | 1536 | — |
Knowledge Not comparable
Gemini 4 Argon: 43.9 (#89), Step 3.7 Flash: —
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| LMArena Expert | 1553 | — |
Multimodal Not comparable
Gemini 4 Argon: 46.5 (#14), Step 3.7 Flash: —
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| Blueprint-Bench 2 | 54.4% | — |
Multilingual Not comparable
Gemini 4 Argon: 60.3 (#1), Step 3.7 Flash: —
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| LMArena Non-English | 1523 | — |
| LMArena Chinese | 1610 | — |
| LMArena Russian | 1537 | — |
| LMArena Spanish | 1497 | — |
Instruction Following Not comparable
Gemini 4 Argon: 80.1 (#2), Step 3.7 Flash: —
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1538 | — |
Long Context Not comparable
Gemini 4 Argon: 47.6 (#15), Step 3.7 Flash: —
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| LMArena Longer Query | 1549 | — |
Writing & Preference Not comparable
Gemini 4 Argon: 71.4 (#19), Step 3.7 Flash: —
| Benchmark | Gemini 4 Argon | Step 3.7 Flash |
|---|---|---|
| LMArena Text | 1534 | — |
| LMArena Creative Writing | 1531 | — |
| LMArena Multi-Turn | 1557 | — |
Frequently asked questions
Is Gemini 4 Argon better than Step 3.7 Flash?
Gemini 4 Argon is the stronger model overall, scoring 56.5 to 37.3 on the Noometry Index.
Is Gemini 4 Argon or Step 3.7 Flash better for coding?
Gemini 4 Argon scores higher on coding benchmarks: 62.0 versus 40.0 in the Noometry coding category.
How many benchmarks do Gemini 4 Argon and Step 3.7 Flash share?
2 benchmarks have published results for both models. Gemini 4 Argon has 21 scored results on Noometry and Step 3.7 Flash has 5.