Grok-4 Fast Non-Reasoning vs Grok-4.1 Thinking
Comparing Grok-4 Fast Non-Reasoning and Grok-4.1 Thinking across benchmarks, pricing, and capabilities.
xAI · xAI · Updated for 2026
Which is better?
Grok-4 Fast Non-Reasoning and Grok-4.1 Thinking trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.
On price, Grok-4 Fast Non-Reasoning is roughly 21.8x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Grok-4 Fast Non-Reasoning also accepts a larger context window (2,000,000 input tokens), making it the stronger choice for long documents and large codebases.
Based on current benchmark, pricing, and model metadata for 2026.
Choose Grok-4 Fast Non-Reasoning
- cost matters — it's about 21.8x cheaper per token
- you process long inputs — it offers a 2,000,000 token context window
Choose Grok-4.1 Thinking
- you want the most recent training data — it shipped Nov 2025
At a glance
The differences that matter most.
Performance Benchmarks
Comparative analysis across standard metrics
Grok-4 Fast Non-Reasoning and Grok-4.1 Thinkingdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Arena Performance
Playground indexes and blind preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, Grok-4 Fast Non-Reasoning ($0.20/1M tokens) is 15.0x cheaper than Grok-4.1 Thinking ($3.00/1M tokens).
For output processing, Grok-4 Fast Non-Reasoning ($0.50/1M tokens) is 30.0x cheaper than Grok-4.1 Thinking ($15.00/1M tokens).
In conclusion, Grok-4.1 Thinking is more expensive than Grok-4 Fast Non-Reasoning.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Grok-4 Fast Non-Reasoning accepts 2,000,000 input tokens compared to Grok-4.1 Thinking's 256,000 tokens. Grok-4 Fast Non-Reasoning can generate longer responses up to 30,000 tokens, while Grok-4.1 Thinking is limited to 8,000 tokens.
Input Capabilities
Supported data types and modalities
Both Grok-4 Fast Non-Reasoning and Grok-4.1 Thinking support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Grok-4 Fast Non-Reasoning
Grok-4.1 Thinking
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
Grok-4 Fast Non-Reasoning was released on 2025-08-28, while Grok-4.1 Thinking was released on 2025-11-17.
Grok-4.1 Thinking is 3 months newer than Grok-4 Fast Non-Reasoning.
Aug 28, 2025
12 months ago
Nov 17, 2025
9 months ago
2mo newerKnowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
Grok-4 Fast Non-Reasoning is available from xAI. Grok-4.1 Thinking is available from xAI.
Grok-4 Fast Non-Reasoning
Grok-4.1 Thinking
Outputs Comparison
Judge for yourself.
Run your own prompts against Grok-4 Fast Non-Reasoning and Grok-4.1 Thinking side-by-side, then vote on the output you prefer.
FAQ
Common questions about Grok-4 Fast Non-Reasoning vs Grok-4.1 Thinking.