Grok 4.6 vs Step 3.7 Flash
Grok 4.6 (xAI) and Step 3.7 Flash (StepFun) compared on benchmarks, pricing, context window, and use-case rankings.
- Step 3.7 Flash is cheaper on input tokens — $0.20 vs $2.00 per 1M.
- Grok 4.6 has a larger context window (500K vs 262K tokens).
- Grok 4.6 ranks higher for coding (86th vs 42th percentile).
| Attribute | Grok 4.6 | Step 3.7 Flash |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 156 | — |
| Coding | 86 | 42 |
| Math | 87 | — |
| Reasoning & Knowledge | 69 | 24 |
| Agentic & Tools | 91 | 97 |
| Specifications | ||
| Developer | xAI | StepFun |
| Family | Grok | — |
| Released | Aug 12, 2026 | May 29, 2026 |
| Parameters | — | — |
| Availability | API access | Open weights (unrestricted) |
| Context window | 500K | 262K |
| Price — $/M input | $2.00 | $0.20 |
| Price — $/M output | $6.00 | $1.15 |
| Inputs | text, image, file | text, image, video |
| Outputs | text | text |
| Benchmarks | ||
| AIME 2024/2025 | 99% | — |
| APEX | 65% | — |
| ARC-AGI | 88% | — |
| ARC-AGI-2 | 67% | — |
| GPQA Diamond | 94% | 81% |
| Humanity's Last Exam | 43% | 21% |
| SciCode | 56% | 44% |
| SimpleBench | 76% | — |
| SimpleQA Verified | 49% | — |
| WebDev Arena | 1618 | — |
| WeirdML | 67% | — |
| τ²-bench | — | 99% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Frequently asked questions
Which is cheaper, Grok 4.6 or Step 3.7 Flash?
Step 3.7 Flash is cheaper on input tokens at $0.20 per million, versus $2.00 (representative OpenRouter pricing).
Which has a larger context window, Grok 4.6 or Step 3.7 Flash?
Grok 4.6 supports up to 500K tokens, compared with 262K for the other.
Which is better for coding, Grok 4.6 or Step 3.7 Flash?
Across coding benchmarks like SWE-bench Verified and Terminal-Bench, Grok 4.6 ranks higher — 86th vs 42th percentile among the models tracked on Model Beat.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.