Grok 4.1 Fast Reasoning

by xAI

Grok 4.1 Fast Reasoning was released in November 2025 as xAI's high-throughput reasoning model, pairing extended chain-of-thought with the 2 million token context window and fast inference of the Grok 4.1 Fast line. It generates reasoning before responding, improving accuracy on math, code, and multi-step logic while keeping practical throughput. Compared to the non-reasoning variant, it trades some latency for higher accuracy on harder tasks, making it a fit for problem-solving applications that need both capability and long context. It supports vision, tool use, structured outputs, and function calling across multimodal inputs. Reasoning can be toggled through the API, so the same model line can serve fast direct replies or deeper deliberation depending on the request. It was trained with long-horizon reinforcement learning focused on multi-turn, tool-using scenarios.

Key info

Input
Output
Features
Context window
2M
Max output
30K
Input price
$0.20 /1M
Output price
$0.50 /1M
  • US residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

Grok 4.1 Fast Reasoning runs on 2 different routes through the Opper gateway. Compare residency, ZDR, and training posture at a glance β€” full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
Google CloudMultiEnterpriseNo$0.20$0.50
Google CloudUSEnterpriseNo$0.20$0.50

Training posture across routes: No training on prompts by default.

Data handling per route

Each route hosting Grok 4.1 Fast Reasoning has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

Google Cloud β€” United StatesπŸ‡ΊπŸ‡Έ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Google Cloud β€” United StatesπŸ‡ΊπŸ‡Έ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Benchmarks

Independent benchmark scores β€” composite indices for reasoning, coding, and math, plus individual eval scores where available.

Global rank#97 of 531 LLMs
TierStrong
Output speed0 tok/s
First token0.00s
Intelligence Index30.6
Coding Index30.9
Math Index89.3
Reasoning & knowledge
MMLU-Pro
85%
GPQA Diamond
85%
Humanity's Last Exam
18%
Long-context reasoning
68%
Coding
LiveCodeBench
82%
SciCode
44%
Agentic & tool use
Terminal-Bench Hard
24%
τ²-Bench Telecom
93%
Math & instruction following
AIME 2025
89%
IFBench
53%

Get started

Call Grok 4.1 Fast Reasoning through the Opper gateway with one API key. Let your coding agent set it up, or call it directly β€” Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into your coding agent β€” Claude Code, Cursor, Codex, and more β€” and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "vertexai/grok-4-1-fast-reasoning",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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Grok 4.1 Fast Reasoning by xAI β€” pricing, benchmarks | Opper AI