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Grok-3 vs Step3-VL-10B

Grok-3 and Step3-VL-10B are closely matched at 30.7 and 26.1 on the LLM Stats Score.

xAI · StepFun · Updated for 2026

Which is better?

Grok-3 and Step3-VL-10B are closely matched on the overall LLM Stats Score at 30.7 and 26.1.

The models split the 2 individual benchmarks reported for both models evenly.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Grok-3

  • you want predictable pricing at $3.00/M input and $15.00/M output

Choose Step3-VL-10B

  • you want the most recent training data — it shipped Jan 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
30.7
#110
26.1
#143
30.4
#109
25.9
#140
Cost, coverage & limits
Benchmark wins
1 of 2
1 of 2
Input price
$3.00 / M
— / M
Output price
$15.00 / M
— / M
Context window
128,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Grok-3
Step3-VL-10B
29.4#82
23.9#121
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

5 reported for Grok-3 · 6 for Step3-VL-10B

2 shared

Grok-3 outperforms in 1 benchmarks (AIME 2025), while Step3-VL-10B is better at 1 benchmark (MMMU).

Both models are evenly matched across the benchmarks.

Sat Sep 05 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Grok-3 specifies input context (128,000 tokens). Only Grok-3 specifies output context (8,000 tokens).

xAI
Grok-3
Input128,000 tokens
Output8,000 tokens
StepFun
Step3-VL-10B
Input- tokens
Output- tokens
Sat Sep 05 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Grok-3 and Step3-VL-10B support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Grok-3

Text
Images
Audio
Video

Step3-VL-10B

Text
Images
Audio
Video

License

Usage and distribution terms

Grok-3 is licensed under a proprietary license, while Step3-VL-10B uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

Grok-3

Proprietary

Closed source

Step3-VL-10B

Apache 2.0

Open weights

Release Timeline

When each model was launched

Grok-3 was released on 2025-02-17, while Step3-VL-10B was released on 2026-01-15.

Step3-VL-10B is 11 months newer than Grok-3.

Grok-3

Feb 17, 2025

1.5 years ago

Step3-VL-10B

Jan 15, 2026

7 months ago

11mo newer

Knowledge Cutoff

When training data ends

Grok-3 has a documented knowledge cutoff of 2024-11-17, while Step3-VL-10B's cutoff date is not specified.

We can confirm Grok-3's training data extends to 2024-11-17, but cannot make a direct comparison without Step3-VL-10B's cutoff date.

Grok-3

Nov 2024

Step3-VL-10B

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Grok-3 and Step3-VL-10B side-by-side, then vote on the output you prefer.

Grok-3
✓ Preferred
Step3-VL-10B
Open in Playground

FAQ

Common questions about Grok-3 vs Step3-VL-10B.

Which is better, Grok-3 or Step3-VL-10B?

Grok-3 and Step3-VL-10B are closely matched on the LLM Stats Score at 30.7 and 26.1. Grok-3 is made by xAI and Step3-VL-10B is made by StepFun. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Grok-3 compare to Step3-VL-10B in benchmarks?

Grok-3 scores AIME 2024: 93.3%, AIME 2025: 93.3%, GPQA: 84.6%, LiveCodeBench: 79.4%, MMMU: 78.0%. Step3-VL-10B scores MMBench: 91.8%, AIME 2025: 87.7%, MathVista: 84.0%, MMMU: 78.1%, MathVision: 70.8%.

What are the context window sizes for Grok-3 and Step3-VL-10B?

Grok-3 supports 128K tokens and Step3-VL-10B supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Grok-3 and Step3-VL-10B?

Key differences include LLM Stats Score (30.7 vs 26.1), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok-3 and Step3-VL-10B?

Grok-3 is developed by xAI and Step3-VL-10B is developed by StepFun.